From b4ff1dcc75b5ead68baf91055b095c68ae685560 Mon Sep 17 00:00:00 2001
From: Alan Buscaglia <gentlemanprogramming@gmail.com>
Date: Wed, 22 Oct 2025 15:51:43 +0200
Subject: [PATCH 01/11] refactor(graphs): graph components kebab case (#8966)

Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>
---
 Makefile                                      |   10 +-
 ui/components/graphs/BarChart.tsx             |  162 --
 ui/components/graphs/SankeyChart.tsx          |  137 --
 .../{DonutChart.tsx => donut-chart.tsx}       |   29 +-
 ...lBarChart.tsx => horizontal-bar-chart.tsx} |   45 +-
 ui/components/graphs/index.ts                 |   18 +-
 .../graphs/{LineChart.tsx => line-chart.tsx}  |   38 +-
 ui/components/graphs/map-chart.tsx            |  479 +++++
 ui/components/graphs/map-region-filter.tsx    |   50 +
 .../{RadarChart.tsx => radar-chart.tsx}       |   31 +-
 .../{RadialChart.tsx => radial-chart.tsx}     |    7 +-
 ui/components/graphs/sankey-chart.tsx         |  403 ++++
 .../{ScatterPlot.tsx => scatter-plot.tsx}     |   44 +-
 .../shared/{AlertPill.tsx => alert-pill.tsx}  |   16 +-
 .../{ChartLegend.tsx => chart-legend.tsx}     |   12 +-
 .../{ChartTooltip.tsx => chart-tooltip.tsx}   |   77 +-
 ui/components/graphs/shared/constants.ts      |   38 +-
 ui/components/graphs/types.ts                 |    8 +
 ui/components/ui/index.ts                     |    2 +-
 ui/components/ui/select/index.ts              |   12 +
 ui/dependency-log.json                        |  254 ++-
 ui/package-lock.json                          | 1740 ++++++++++++++---
 ui/package.json                               |    5 +
 ui/styles/globals.css                         |   70 +
 24 files changed, 2899 insertions(+), 788 deletions(-)
 delete mode 100644 ui/components/graphs/BarChart.tsx
 delete mode 100644 ui/components/graphs/SankeyChart.tsx
 rename ui/components/graphs/{DonutChart.tsx => donut-chart.tsx} (84%)
 rename ui/components/graphs/{HorizontalBarChart.tsx => horizontal-bar-chart.tsx} (70%)
 rename ui/components/graphs/{LineChart.tsx => line-chart.tsx} (82%)
 create mode 100644 ui/components/graphs/map-chart.tsx
 create mode 100644 ui/components/graphs/map-region-filter.tsx
 rename ui/components/graphs/{RadarChart.tsx => radar-chart.tsx} (80%)
 rename ui/components/graphs/{RadialChart.tsx => radial-chart.tsx} (90%)
 create mode 100644 ui/components/graphs/sankey-chart.tsx
 rename ui/components/graphs/{ScatterPlot.tsx => scatter-plot.tsx} (81%)
 rename ui/components/graphs/shared/{AlertPill.tsx => alert-pill.tsx} (59%)
 rename ui/components/graphs/shared/{ChartLegend.tsx => chart-legend.tsx} (59%)
 rename ui/components/graphs/shared/{ChartTooltip.tsx => chart-tooltip.tsx} (57%)
 create mode 100644 ui/components/ui/select/index.ts

diff --git a/Makefile b/Makefile
index 368bb885bd..861c9cf7fe 100644
--- a/Makefile
+++ b/Makefile
@@ -46,6 +46,14 @@ help:     ## Show this help.
 	@echo "Prowler Makefile"
 	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m<target>\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf "  \033[36m%-15s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
 
+##@ Build no cache
+build-no-cache-dev: 
+	docker compose -f docker-compose-dev.yml build --no-cache api-dev worker-dev worker-beat
+
 ##@ Development Environment
 run-api-dev: ## Start development environment with API, PostgreSQL, Valkey, and workers 
-	docker compose -f docker-compose-dev.yml up api-dev postgres valkey worker-dev worker-beat --build
+	docker compose -f docker-compose-dev.yml up api-dev postgres valkey worker-dev worker-beat
+
+##@ Development Environment
+build-and-run-api-dev: build-no-cache-dev run-api-dev
+
diff --git a/ui/components/graphs/BarChart.tsx b/ui/components/graphs/BarChart.tsx
deleted file mode 100644
index 8ebb7eca3b..0000000000
--- a/ui/components/graphs/BarChart.tsx
+++ /dev/null
@@ -1,162 +0,0 @@
-"use client";
-
-import {
-  Bar,
-  BarChart as RechartsBar,
-  CartesianGrid,
-  Cell,
-  ResponsiveContainer,
-  Tooltip,
-  XAxis,
-  YAxis,
-} from "recharts";
-
-import { ChartTooltip } from "./shared/ChartTooltip";
-import { CHART_COLORS, LAYOUT_OPTIONS } from "./shared/constants";
-import { getSeverityColorByName } from "./shared/utils";
-import { BarDataPoint, LayoutOption } from "./types";
-
-interface BarChartProps {
-  data: BarDataPoint[];
-  layout?: LayoutOption;
-  xLabel?: string;
-  yLabel?: string;
-  height?: number;
-  showValues?: boolean;
-}
-
-const CustomLabel = ({ x, y, width, height, value, data }: any) => {
-  const percentage = data.percentage;
-  return (
-    <text
-      x={x + width + 10}
-      y={y + height / 2}
-      fill={CHART_COLORS.textSecondary}
-      fontSize={12}
-      textAnchor="start"
-      dominantBaseline="middle"
-    >
-      {percentage !== undefined
-        ? `${percentage}% • ${value.toLocaleString()}`
-        : value.toLocaleString()}
-    </text>
-  );
-};
-
-export function BarChart({
-  data,
-  layout = LAYOUT_OPTIONS.horizontal,
-  xLabel,
-  yLabel,
-  height = 400,
-  showValues = true,
-}: BarChartProps) {
-  const isHorizontal = layout === LAYOUT_OPTIONS.horizontal;
-
-  return (
-    <ResponsiveContainer width="100%" height={height}>
-      <RechartsBar
-        data={data}
-        layout={layout}
-        margin={{ top: 20, right: showValues ? 100 : 30, left: 20, bottom: 20 }}
-      >
-        <CartesianGrid
-          strokeDasharray="3 3"
-          stroke={CHART_COLORS.gridLine}
-          horizontal={isHorizontal}
-          vertical={!isHorizontal}
-        />
-        {isHorizontal ? (
-          <>
-            <XAxis
-              type="number"
-              tick={{ fill: CHART_COLORS.textSecondary, fontSize: 12 }}
-              label={
-                xLabel
-                  ? {
-                      value: xLabel,
-                      position: "insideBottom",
-                      offset: -10,
-                      fill: CHART_COLORS.textSecondary,
-                    }
-                  : undefined
-              }
-            />
-            <YAxis
-              dataKey="name"
-              type="category"
-              width={100}
-              tick={{ fill: CHART_COLORS.textSecondary, fontSize: 12 }}
-              label={
-                yLabel
-                  ? {
-                      value: yLabel,
-                      angle: -90,
-                      position: "insideLeft",
-                      fill: CHART_COLORS.textSecondary,
-                    }
-                  : undefined
-              }
-            />
-          </>
-        ) : (
-          <>
-            <XAxis
-              dataKey="name"
-              tick={{ fill: CHART_COLORS.textSecondary, fontSize: 12 }}
-              label={
-                xLabel
-                  ? {
-                      value: xLabel,
-                      position: "insideBottom",
-                      offset: -10,
-                      fill: CHART_COLORS.textSecondary,
-                    }
-                  : undefined
-              }
-            />
-            <YAxis
-              type="number"
-              tick={{ fill: CHART_COLORS.textSecondary, fontSize: 12 }}
-              label={
-                yLabel
-                  ? {
-                      value: yLabel,
-                      angle: -90,
-                      position: "insideLeft",
-                      fill: CHART_COLORS.textSecondary,
-                    }
-                  : undefined
-              }
-            />
-          </>
-        )}
-        <Tooltip content={<ChartTooltip />} />
-        <Bar
-          dataKey="value"
-          radius={4}
-          label={
-            showValues && isHorizontal
-              ? (props: any) => (
-                  <CustomLabel {...props} data={data[props.index]} />
-                )
-              : false
-          }
-        >
-          {data.map((entry, index) => (
-            <Cell
-              key={`cell-${index}`}
-              fill={
-                entry.color ||
-                getSeverityColorByName(entry.name) ||
-                CHART_COLORS.defaultColor
-              }
-              opacity={1}
-              className="transition-opacity hover:opacity-80"
-            />
-          ))}
-        </Bar>
-      </RechartsBar>
-    </ResponsiveContainer>
-  );
-}
diff --git a/ui/components/graphs/SankeyChart.tsx b/ui/components/graphs/SankeyChart.tsx
deleted file mode 100644
index d9c35cd1df..0000000000
--- a/ui/components/graphs/SankeyChart.tsx
+++ /dev/null
@@ -1,137 +0,0 @@
-"use client";
-
-import { Rectangle, ResponsiveContainer, Sankey, Tooltip } from "recharts";
-
-import { CHART_COLORS, SEVERITY_COLORS } from "./shared/constants";
-
-interface SankeyNode {
-  name: string;
-}
-
-interface SankeyLink {
-  source: number;
-  target: number;
-  value: number;
-}
-
-interface SankeyChartProps {
-  data: {
-    nodes: SankeyNode[];
-    links: SankeyLink[];
-  };
-  height?: number;
-}
-
-const COLORS: Record<string, string> = {
-  Success: "var(--color-success)",
-  Fail: "var(--color-destructive)",
-  AWS: "var(--color-orange)",
-  Azure: "var(--color-cyan)",
-  Google: "var(--color-red)",
-  ...SEVERITY_COLORS,
-};
-
-const CustomTooltip = ({ active, payload }: any) => {
-  if (active && payload && payload.length) {
-    const data = payload[0].payload;
-    return (
-      <div className="rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
-        <p className="text-sm font-semibold text-white">{data.name}</p>
-        {data.value && (
-          <p className="text-xs text-slate-400">Value: {data.value}</p>
-        )}
-      </div>
-    );
-  }
-  return null;
-};
-
-const CustomNode = ({ x, y, width, height, payload, containerWidth }: any) => {
-  const isOut = x + width + 6 > containerWidth;
-  const nodeName = payload.name;
-  const color = COLORS[nodeName] || CHART_COLORS.defaultColor;
-
-  return (
-    <g>
-      <Rectangle
-        x={x}
-        y={y}
-        width={width}
-        height={height}
-        fill={color}
-        fillOpacity="1"
-      />
-      <text
-        textAnchor={isOut ? "end" : "start"}
-        x={isOut ? x - 6 : x + width + 6}
-        y={y + height / 2}
-        fontSize="14"
-        className="fill-white stroke-white"
-      >
-        {nodeName}
-      </text>
-      <text
-        textAnchor={isOut ? "end" : "start"}
-        x={isOut ? x - 6 : x + width + 6}
-        y={y + height / 2 + 13}
-        fontSize="12"
-        className="fill-slate-400 stroke-slate-400"
-        strokeOpacity="0.5"
-      >
-        {payload.value}
-      </text>
-    </g>
-  );
-};
-
-const CustomLink = (props: any) => {
-  const {
-    sourceX,
-    targetX,
-    sourceY,
-    targetY,
-    sourceControlX,
-    targetControlX,
-    linkWidth,
-  } = props;
-
-  const sourceName = props.payload.source?.name || "";
-  const color = COLORS[sourceName] || CHART_COLORS.defaultColor;
-
-  return (
-    <g>
-      <path
-        d={`
-          M${sourceX},${sourceY + linkWidth / 2}
-          C${sourceControlX},${sourceY + linkWidth / 2}
-            ${targetControlX},${targetY + linkWidth / 2}
-            ${targetX},${targetY + linkWidth / 2}
-          L${targetX},${targetY - linkWidth / 2}
-          C${targetControlX},${targetY - linkWidth / 2}
-            ${sourceControlX},${sourceY - linkWidth / 2}
-            ${sourceX},${sourceY - linkWidth / 2}
-          Z
-        `}
-        fill={color}
-        fillOpacity="0.4"
-        stroke="none"
-      />
-    </g>
-  );
-};
-
-export function SankeyChart({ data, height = 400 }: SankeyChartProps) {
-  return (
-    <ResponsiveContainer width="100%" height={height}>
-      <Sankey
-        data={data}
-        node={<CustomNode />}
-        link={<CustomLink />}
-        nodePadding={50}
-        margin={{ top: 20, right: 160, bottom: 20, left: 160 }}
-      >
-        <Tooltip content={<CustomTooltip />} />
-      </Sankey>
-    </ResponsiveContainer>
-  );
-}
diff --git a/ui/components/graphs/DonutChart.tsx b/ui/components/graphs/donut-chart.tsx
similarity index 84%
rename from ui/components/graphs/DonutChart.tsx
rename to ui/components/graphs/donut-chart.tsx
index 57713cc2f6..ea5ff49e5f 100644
--- a/ui/components/graphs/DonutChart.tsx
+++ b/ui/components/graphs/donut-chart.tsx
@@ -5,7 +5,7 @@ import { Cell, Label, Pie, PieChart, Tooltip } from "recharts";
 
 import { ChartConfig, ChartContainer } from "@/components/ui/chart/Chart";
 
-import { ChartLegend } from "./shared/ChartLegend";
+import { ChartLegend } from "./shared/chart-legend";
 import { DonutDataPoint } from "./types";
 
 interface DonutChartProps {
@@ -24,18 +24,30 @@ const CustomTooltip = ({ active, payload }: any) => {
   if (active && payload && payload.length) {
     const data = payload[0].payload;
     return (
-      <div className="rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
+      <div
+        className="rounded-lg border p-3 shadow-lg"
+        style={{
+          backgroundColor: "var(--chart-background)",
+          borderColor: "var(--chart-border-emphasis)",
+        }}
+      >
         <div className="flex items-center gap-2">
           <div
             className="h-3 w-3 rounded-sm"
             style={{ backgroundColor: data.color }}
           />
-          <span className="text-sm font-semibold text-white">
+          <span
+            className="text-sm font-semibold"
+            style={{ color: "var(--chart-text-primary)" }}
+          >
             {data.percentage}% {data.name}
           </span>
         </div>
         {data.change !== undefined && (
-          <p className="mt-2 text-xs text-slate-400">
+          <p
+            className="mt-2 text-xs"
+            style={{ color: "var(--chart-text-secondary)" }}
+          >
             <span className="font-bold">
               {data.change > 0 ? "+" : ""}
               {data.change}%
@@ -145,14 +157,19 @@ export function DonutChart({
                         <tspan
                           x={viewBox.cx}
                           y={viewBox.cy}
-                          className="fill-white text-3xl font-bold"
+                          className="text-3xl font-bold"
+                          style={{
+                            fill: "var(--chart-text-primary)",
+                          }}
                         >
                           {formattedValue}
                         </tspan>
                         <tspan
                           x={viewBox.cx}
                           y={(viewBox.cy || 0) + 24}
-                          className="fill-slate-400"
+                          style={{
+                            fill: "var(--chart-text-secondary)",
+                          }}
                         >
                           {centerLabel.label}
                         </tspan>
diff --git a/ui/components/graphs/HorizontalBarChart.tsx b/ui/components/graphs/horizontal-bar-chart.tsx
similarity index 70%
rename from ui/components/graphs/HorizontalBarChart.tsx
rename to ui/components/graphs/horizontal-bar-chart.tsx
index b91e575656..c792d60d38 100644
--- a/ui/components/graphs/HorizontalBarChart.tsx
+++ b/ui/components/graphs/horizontal-bar-chart.tsx
@@ -26,7 +26,12 @@ export function HorizontalBarChart({ data, title }: HorizontalBarChartProps) {
     <div className="w-full">
       {title && (
         <div className="mb-4">
-          <h3 className="text-lg font-semibold text-white">{title}</h3>
+          <h3
+            className="text-lg font-semibold"
+            style={{ color: "var(--chart-text-primary)" }}
+          >
+            {title}
+          </h3>
         </div>
       )}
 
@@ -48,8 +53,9 @@ export function HorizontalBarChart({ data, title }: HorizontalBarChartProps) {
             >
               <div className="w-24 text-right">
                 <span
-                  className="text-sm text-white"
+                  className="text-sm"
                   style={{
+                    color: "var(--chart-text-primary)",
                     opacity: isFaded ? 0.5 : 1,
                     transition: "opacity 0.2s",
                   }}
@@ -70,26 +76,44 @@ export function HorizontalBarChart({ data, title }: HorizontalBarChartProps) {
                 />
 
                 {isHovered && (
-                  <div className="absolute top-10 left-0 z-10 min-w-[200px] rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
+                  <div
+                    className="absolute top-10 left-0 z-10 min-w-[200px] rounded-lg border p-3 shadow-lg"
+                    style={{
+                      backgroundColor: "var(--chart-background)",
+                      borderColor: "var(--chart-border-emphasis)",
+                    }}
+                  >
                     <div className="flex items-center gap-2">
                       <div
                         className="h-3 w-3 rounded-sm"
                         style={{ backgroundColor: barColor }}
                       />
-                      <span className="font-semibold text-white">
+                      <span
+                        className="font-semibold"
+                        style={{ color: "var(--chart-text-primary)" }}
+                      >
                         {item.value.toLocaleString()} {item.name} Risk
                       </span>
                     </div>
                     {item.newFindings !== undefined && (
                       <div className="mt-2 flex items-center gap-2">
-                        <Bell size={14} className="text-slate-400" />
-                        <span className="text-sm text-slate-400">
+                        <Bell
+                          size={14}
+                          style={{ color: "var(--chart-fail)" }}
+                        />
+                        <span
+                          className="text-sm"
+                          style={{ color: "var(--chart-text-secondary)" }}
+                        >
                           {item.newFindings} New Findings
                         </span>
                       </div>
                     )}
                     {item.change !== undefined && (
-                      <p className="mt-1 text-sm text-slate-400">
+                      <p
+                        className="mt-1 text-sm"
+                        style={{ color: "var(--chart-text-secondary)" }}
+                      >
                         <span className="font-bold">
                           {item.change > 0 ? "+" : ""}
                           {item.change}%
@@ -102,15 +126,16 @@ export function HorizontalBarChart({ data, title }: HorizontalBarChartProps) {
               </div>
 
               <div
-                className="flex w-40 items-center gap-2 text-sm text-white"
+                className="flex w-40 items-center gap-2 text-sm"
                 style={{
+                  color: "var(--chart-text-primary)",
                   opacity: isFaded ? 0.5 : 1,
                   transition: "opacity 0.2s",
                 }}
               >
                 <span className="font-semibold">{item.percentage}%</span>
-                <span className="text-slate-400">•</span>
-                <span>{item.value.toLocaleString()}</span>
+                <span style={{ color: "var(--chart-text-secondary)" }}>•</span>
+                <span className="font-bold">{item.value.toLocaleString()}</span>
               </div>
             </div>
           );
diff --git a/ui/components/graphs/index.ts b/ui/components/graphs/index.ts
index f0f0e53697..79d9b01e53 100644
--- a/ui/components/graphs/index.ts
+++ b/ui/components/graphs/index.ts
@@ -1,9 +1,9 @@
-export { BarChart } from "./BarChart";
-export { DonutChart } from "./DonutChart";
-export { HorizontalBarChart } from "./HorizontalBarChart";
-export { LineChart } from "./LineChart";
-export { RadarChart } from "./RadarChart";
-export { RadialChart } from "./RadialChart";
-export { SankeyChart } from "./SankeyChart";
-export { ScatterPlot } from "./ScatterPlot";
-export { ChartLegend, type ChartLegendItem } from "./shared/ChartLegend";
+export { DonutChart } from "./donut-chart";
+export { HorizontalBarChart } from "./horizontal-bar-chart";
+export { LineChart } from "./line-chart";
+export { MapChart, type MapChartData, type MapChartProps } from "./map-chart";
+export { RadarChart } from "./radar-chart";
+export { RadialChart } from "./radial-chart";
+export { SankeyChart } from "./sankey-chart";
+export { ScatterPlot } from "./scatter-plot";
+export { ChartLegend, type ChartLegendItem } from "./shared/chart-legend";
diff --git a/ui/components/graphs/LineChart.tsx b/ui/components/graphs/line-chart.tsx
similarity index 82%
rename from ui/components/graphs/LineChart.tsx
rename to ui/components/graphs/line-chart.tsx
index b19c9591f5..daefb55808 100644
--- a/ui/components/graphs/LineChart.tsx
+++ b/ui/components/graphs/line-chart.tsx
@@ -14,8 +14,8 @@ import {
   YAxis,
 } from "recharts";
 
-import { AlertPill } from "./shared/AlertPill";
-import { ChartLegend } from "./shared/ChartLegend";
+import { AlertPill } from "./shared/alert-pill";
+import { ChartLegend } from "./shared/chart-legend";
 import { CHART_COLORS } from "./shared/constants";
 import { LineConfig, LineDataPoint } from "./types";
 
@@ -48,8 +48,19 @@ const CustomLineTooltip = ({
   const totalValue = typedPayload.reduce((sum, item) => sum + item.value, 0);
 
   return (
-    <div className="rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
-      <p className="mb-3 text-xs text-slate-400">{label}</p>
+    <div
+      className="rounded-lg border p-3 shadow-lg"
+      style={{
+        backgroundColor: "var(--chart-background)",
+        borderColor: "var(--chart-border-emphasis)",
+      }}
+    >
+      <p
+        className="mb-3 text-xs"
+        style={{ color: "var(--chart-text-secondary)" }}
+      >
+        {label}
+      </p>
 
       <div className="mb-3">
         <AlertPill value={totalValue} textSize="sm" />
@@ -67,18 +78,29 @@ const CustomLineTooltip = ({
                   className="h-2 w-2 rounded-full"
                   style={{ backgroundColor: item.stroke }}
                 />
-                <span className="text-sm text-white">{item.value}</span>
+                <span
+                  className="text-sm"
+                  style={{ color: "var(--chart-text-primary)" }}
+                >
+                  {item.value}
+                </span>
               </div>
               {newFindings !== undefined && (
                 <div className="flex items-center gap-2">
-                  <Bell size={14} className="text-slate-400" />
-                  <span className="text-xs text-slate-400">
+                  <Bell size={14} style={{ color: "var(--chart-fail)" }} />
+                  <span
+                    className="text-xs"
+                    style={{ color: "var(--chart-text-secondary)" }}
+                  >
                     {newFindings} New Findings
                   </span>
                 </div>
               )}
               {change !== undefined && typeof change === "number" && (
-                <p className="text-xs text-slate-400">
+                <p
+                  className="text-xs"
+                  style={{ color: "var(--chart-text-secondary)" }}
+                >
                   <span className="font-bold">
                     {change > 0 ? "+" : ""}
                     {change}%
diff --git a/ui/components/graphs/map-chart.tsx b/ui/components/graphs/map-chart.tsx
new file mode 100644
index 0000000000..586bb47b25
--- /dev/null
+++ b/ui/components/graphs/map-chart.tsx
@@ -0,0 +1,479 @@
+"use client";
+
+import * as d3 from "d3";
+import type {
+  Feature,
+  FeatureCollection,
+  GeoJsonProperties,
+  Geometry,
+} from "geojson";
+import { AlertTriangle, Info, MapPin } from "lucide-react";
+import { useEffect, useRef, useState } from "react";
+import { feature } from "topojson-client";
+import type {
+  GeometryCollection,
+  Objects,
+  Topology,
+} from "topojson-specification";
+
+import { HorizontalBarChart } from "./horizontal-bar-chart";
+import { BarDataPoint } from "./types";
+
+// Constants
+const MAP_CONFIG = {
+  defaultWidth: 688,
+  defaultHeight: 400,
+  pointRadius: 6,
+  selectedPointRadius: 8,
+  transitionDuration: 300,
+} as const;
+
+const MAP_COLORS = {
+  landFill: "var(--chart-border-emphasis)",
+  landStroke: "var(--chart-border)",
+  pointDefault: "#DB2B49",
+  pointSelected: "#86DA26",
+  pointHover: "#DB2B49",
+} as const;
+
+const RISK_LEVELS = {
+  LOW_HIGH: "low-high",
+  HIGH: "high",
+  CRITICAL: "critical",
+} as const;
+
+type RiskLevel = (typeof RISK_LEVELS)[keyof typeof RISK_LEVELS];
+
+interface LocationPoint {
+  id: string;
+  name: string;
+  region: string;
+  coordinates: [number, number];
+  totalFindings: number;
+  riskLevel: RiskLevel;
+  severityData: BarDataPoint[];
+  change?: number;
+}
+
+export interface MapChartData {
+  locations: LocationPoint[];
+  regions: string[];
+}
+
+export interface MapChartProps {
+  data: MapChartData;
+  height?: number;
+  onLocationSelect?: (location: LocationPoint | null) => void;
+}
+
+// Utility functions
+function createProjection(width: number, height: number) {
+  return d3
+    .geoNaturalEarth1()
+    .fitExtent(
+      [
+        [1, 1],
+        [width - 1, height - 1],
+      ],
+      { type: "Sphere" },
+    )
+    .precision(0.2);
+}
+
+async function fetchWorldData(): Promise<FeatureCollection | null> {
+  try {
+    const worldAtlasModule = await import("world-atlas/countries-110m.json");
+    const worldData = worldAtlasModule.default || worldAtlasModule;
+    const topology = worldData as unknown as Topology<Objects>;
+    return feature(
+      topology,
+      topology.objects.countries as GeometryCollection,
+    ) as FeatureCollection;
+  } catch (error) {
+    console.error("Error loading world map data:", error);
+    return null;
+  }
+}
+
+// Helper: Create SVG element
+function createSVGElement<T extends SVGElement>(
+  type: string,
+  attributes: Record<string, string>,
+): T {
+  const element = document.createElementNS(
+    "http://www.w3.org/2000/svg",
+    type,
+  ) as T;
+  Object.entries(attributes).forEach(([key, value]) => {
+    element.setAttribute(key, value);
+  });
+  return element;
+}
+
+// Components
+function MapTooltip({
+  location,
+  position,
+}: {
+  location: LocationPoint;
+  position: { x: number; y: number };
+}) {
+  const CHART_COLORS = {
+    tooltipBorder: "var(--chart-border-emphasis)",
+    tooltipBackground: "var(--chart-background)",
+    textPrimary: "var(--chart-text-primary)",
+    textSecondary: "var(--chart-text-secondary)",
+  };
+
+  return (
+    <div
+      className="pointer-events-none absolute z-50 min-w-[200px] rounded-lg border p-3 shadow-lg"
+      style={{
+        left: `${position.x + 15}px`,
+        top: `${position.y + 15}px`,
+        transform: "translate(0, -50%)",
+        borderColor: CHART_COLORS.tooltipBorder,
+        backgroundColor: CHART_COLORS.tooltipBackground,
+      }}
+    >
+      <div className="flex items-center gap-2">
+        <MapPin size={14} style={{ color: CHART_COLORS.textSecondary }} />
+        <span
+          className="text-sm font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
+          {location.name}
+        </span>
+      </div>
+      <div className="mt-1 flex items-center gap-2">
+        <AlertTriangle size={14} className="text-[#DB2B49]" />
+        <span className="text-sm" style={{ color: CHART_COLORS.textPrimary }}>
+          {location.totalFindings.toLocaleString()} Fail Findings
+        </span>
+      </div>
+      {location.change !== undefined && (
+        <p
+          className="mt-1 text-xs"
+          style={{ color: CHART_COLORS.textSecondary }}
+        >
+          <span className="font-bold">
+            {location.change > 0 ? "+" : ""}
+            {location.change}%
+          </span>{" "}
+          since last scan
+        </p>
+      )}
+    </div>
+  );
+}
+
+function EmptyState() {
+  const CHART_COLORS = {
+    tooltipBorder: "var(--chart-border-emphasis)",
+    tooltipBackground: "var(--chart-background)",
+    textSecondary: "var(--chart-text-secondary)",
+  };
+
+  return (
+    <div
+      className="flex h-full min-h-[400px] items-center justify-center rounded-lg border p-6"
+      style={{
+        borderColor: CHART_COLORS.tooltipBorder,
+        backgroundColor: CHART_COLORS.tooltipBackground,
+      }}
+    >
+      <div className="text-center">
+        <Info
+          size={48}
+          className="mx-auto mb-2"
+          style={{ color: CHART_COLORS.textSecondary }}
+        />
+        <p className="text-sm" style={{ color: CHART_COLORS.textSecondary }}>
+          Select a location on the map to view details
+        </p>
+      </div>
+    </div>
+  );
+}
+
+function LoadingState({ height }: { height: number }) {
+  const CHART_COLORS = {
+    textSecondary: "var(--chart-text-secondary)",
+  };
+
+  return (
+    <div className="flex items-center justify-center" style={{ height }}>
+      <div className="text-center">
+        <div className="mb-2" style={{ color: CHART_COLORS.textSecondary }}>
+          Loading map...
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export function MapChart({
+  data,
+  height = MAP_CONFIG.defaultHeight,
+}: MapChartProps) {
+  const svgRef = useRef<SVGSVGElement>(null);
+  const containerRef = useRef<HTMLDivElement>(null);
+  const [selectedLocation, setSelectedLocation] =
+    useState<LocationPoint | null>(null);
+  const [hoveredLocation, setHoveredLocation] = useState<LocationPoint | null>(
+    null,
+  );
+  const [tooltipPosition, setTooltipPosition] = useState<{
+    x: number;
+    y: number;
+  } | null>(null);
+  const [worldData, setWorldData] = useState<FeatureCollection | null>(null);
+  const [isLoadingMap, setIsLoadingMap] = useState(true);
+  const [dimensions, setDimensions] = useState<{
+    width: number;
+    height: number;
+  }>({
+    width: MAP_CONFIG.defaultWidth,
+    height,
+  });
+
+  // Fetch world data once on mount
+  useEffect(() => {
+    let isMounted = true;
+    fetchWorldData()
+      .then((data) => {
+        if (isMounted && data) setWorldData(data);
+      })
+      .catch(console.error)
+      .finally(() => {
+        if (isMounted) setIsLoadingMap(false);
+      });
+    return () => {
+      isMounted = false;
+    };
+  }, []);
+
+  // Update dimensions on resize
+  useEffect(() => {
+    const updateDimensions = () => {
+      if (containerRef.current) {
+        setDimensions({ width: containerRef.current.clientWidth, height });
+      }
+    };
+    updateDimensions();
+    window.addEventListener("resize", updateDimensions);
+    return () => window.removeEventListener("resize", updateDimensions);
+  }, [height]);
+
+  // Render the map
+  useEffect(() => {
+    if (!svgRef.current || !worldData || isLoadingMap) return;
+
+    const svg = svgRef.current;
+    const { width, height } = dimensions;
+    svg.innerHTML = "";
+
+    const projection = createProjection(width, height);
+    const path = d3.geoPath().projection(projection);
+
+    // Render countries
+    const mapGroup = createSVGElement<SVGGElement>("g", {
+      class: "map-countries",
+    });
+    worldData.features?.forEach(
+      (feature: Feature<Geometry, GeoJsonProperties>) => {
+        const pathData = path(feature);
+        if (pathData) {
+          const pathElement = createSVGElement<SVGPathElement>("path", {
+            d: pathData,
+            fill: MAP_COLORS.landFill,
+            stroke: MAP_COLORS.landStroke,
+            "stroke-width": "0.5",
+          });
+          mapGroup.appendChild(pathElement);
+        }
+      },
+    );
+    svg.appendChild(mapGroup);
+
+    // Helper to update tooltip position
+    const updateTooltip = (e: MouseEvent) => {
+      const rect = svg.getBoundingClientRect();
+      setTooltipPosition({
+        x: e.clientX - rect.left,
+        y: e.clientY - rect.top,
+      });
+    };
+
+    // Helper to create circle
+    const createCircle = (location: LocationPoint) => {
+      const projected = projection(location.coordinates);
+      if (!projected) return null;
+
+      const [x, y] = projected;
+      if (x < 0 || x > width || y < 0 || y > height) return null;
+
+      const isSelected = selectedLocation?.id === location.id;
+      const isHovered = hoveredLocation?.id === location.id;
+      const classes = ["cursor-pointer"];
+
+      if (isSelected) classes.push("drop-shadow-[0_0_8px_#86da26]");
+      if (isHovered && !isSelected) classes.push("opacity-70");
+
+      const circle = createSVGElement<SVGCircleElement>("circle", {
+        cx: x.toString(),
+        cy: y.toString(),
+        r: (isSelected
+          ? MAP_CONFIG.selectedPointRadius
+          : MAP_CONFIG.pointRadius
+        ).toString(),
+        fill: isSelected ? MAP_COLORS.pointSelected : MAP_COLORS.pointDefault,
+        class: classes.join(" "),
+      });
+
+      circle.addEventListener("click", () =>
+        setSelectedLocation(isSelected ? null : location),
+      );
+      circle.addEventListener("mouseenter", (e) => {
+        setHoveredLocation(location);
+        updateTooltip(e);
+      });
+      circle.addEventListener("mousemove", updateTooltip);
+      circle.addEventListener("mouseleave", () => {
+        setHoveredLocation(null);
+        setTooltipPosition(null);
+      });
+
+      return circle;
+    };
+
+    // Render points
+    const pointsGroup = createSVGElement<SVGGElement>("g", {
+      class: "threat-points",
+    });
+
+    // Unselected points first
+    data.locations.forEach((location) => {
+      if (selectedLocation?.id !== location.id) {
+        const circle = createCircle(location);
+        if (circle) pointsGroup.appendChild(circle);
+      }
+    });
+
+    // Selected point last (on top)
+    if (selectedLocation) {
+      const selectedData = data.locations.find(
+        (loc) => loc.id === selectedLocation.id,
+      );
+      if (selectedData) {
+        const circle = createCircle(selectedData);
+        if (circle) pointsGroup.appendChild(circle);
+      }
+    }
+
+    svg.appendChild(pointsGroup);
+  }, [
+    data.locations,
+    dimensions,
+    selectedLocation,
+    hoveredLocation,
+    worldData,
+    isLoadingMap,
+  ]);
+
+  const CHART_COLORS = {
+    tooltipBorder: "var(--chart-border-emphasis)",
+    tooltipBackground: "var(--chart-background)",
+    textPrimary: "var(--chart-text-primary)",
+    textSecondary: "var(--chart-text-secondary)",
+  };
+
+  return (
+    <div className="flex w-full flex-col gap-6 lg:flex-row lg:items-start">
+      {/* Map Section */}
+      <div className="flex-1">
+        <h3
+          className="mb-4 text-lg font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
+          Threat Map
+        </h3>
+
+        <div
+          ref={containerRef}
+          className="rounded-lg border p-4"
+          style={{
+            borderColor: CHART_COLORS.tooltipBorder,
+            backgroundColor: CHART_COLORS.tooltipBackground,
+          }}
+        >
+          {isLoadingMap ? (
+            <LoadingState height={dimensions.height} />
+          ) : (
+            <>
+              <div className="relative">
+                <svg
+                  ref={svgRef}
+                  width={dimensions.width}
+                  height={dimensions.height}
+                  className="w-full"
+                  style={{ maxWidth: "100%" }}
+                />
+                {hoveredLocation && tooltipPosition && (
+                  <MapTooltip
+                    location={hoveredLocation}
+                    position={tooltipPosition}
+                  />
+                )}
+              </div>
+              <div className="mt-4 flex items-center gap-2">
+                <div className="h-3 w-3 rounded-full bg-[#DB2B49]" />
+                <span
+                  className="text-sm"
+                  style={{ color: CHART_COLORS.textSecondary }}
+                >
+                  {data.locations.length} Locations
+                </span>
+              </div>
+            </>
+          )}
+        </div>
+      </div>
+
+      {/* Details Section */}
+      <div className="w-full lg:w-[400px]">
+        <div className="mb-4 h-10" />
+        {selectedLocation ? (
+          <div
+            className="rounded-lg border p-6"
+            style={{
+              borderColor: CHART_COLORS.tooltipBorder,
+              backgroundColor: CHART_COLORS.tooltipBackground,
+            }}
+          >
+            <div className="mb-6">
+              <div className="mb-1 flex items-center gap-2">
+                <div className="h-2 w-2 rounded-full bg-[#86DA26]" />
+                <h4
+                  className="text-base font-semibold"
+                  style={{ color: CHART_COLORS.textPrimary }}
+                >
+                  {selectedLocation.name}
+                </h4>
+              </div>
+              <p
+                className="text-sm"
+                style={{ color: CHART_COLORS.textSecondary }}
+              >
+                {selectedLocation.totalFindings.toLocaleString()} Total Findings
+              </p>
+            </div>
+            <HorizontalBarChart data={selectedLocation.severityData} />
+          </div>
+        ) : (
+          <EmptyState />
+        )}
+      </div>
+    </div>
+  );
+}
diff --git a/ui/components/graphs/map-region-filter.tsx b/ui/components/graphs/map-region-filter.tsx
new file mode 100644
index 0000000000..3b483d1c62
--- /dev/null
+++ b/ui/components/graphs/map-region-filter.tsx
@@ -0,0 +1,50 @@
+"use client";
+
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "../ui/select/Select";
+
+interface MapRegionFilterProps {
+  regions: string[];
+  selectedRegion: string;
+  onRegionChange: (region: string) => void;
+  chartColors: {
+    tooltipBorder: string;
+    tooltipBackground: string;
+    textPrimary: string;
+  };
+}
+
+export function MapRegionFilter({
+  regions,
+  selectedRegion,
+  onRegionChange,
+  chartColors,
+}: MapRegionFilterProps) {
+  return (
+    <Select value={selectedRegion} onValueChange={onRegionChange}>
+      <SelectTrigger
+        className="min-w-[200px] rounded-lg"
+        style={{
+          borderColor: chartColors.tooltipBorder,
+          backgroundColor: chartColors.tooltipBackground,
+          color: chartColors.textPrimary,
+        }}
+      >
+        <SelectValue placeholder="All Regions" />
+      </SelectTrigger>
+      <SelectContent>
+        <SelectItem value="All Regions">All Regions</SelectItem>
+        {regions.map((region) => (
+          <SelectItem key={region} value={region}>
+            {region}
+          </SelectItem>
+        ))}
+      </SelectContent>
+    </Select>
+  );
+}
diff --git a/ui/components/graphs/RadarChart.tsx b/ui/components/graphs/radar-chart.tsx
similarity index 80%
rename from ui/components/graphs/RadarChart.tsx
rename to ui/components/graphs/radar-chart.tsx
index 462c29dd68..ab3a43e6da 100644
--- a/ui/components/graphs/RadarChart.tsx
+++ b/ui/components/graphs/radar-chart.tsx
@@ -13,7 +13,7 @@ import {
   ChartTooltip,
 } from "@/components/ui/chart/Chart";
 
-import { AlertPill } from "./shared/AlertPill";
+import { AlertPill } from "./shared/alert-pill";
 import { CHART_COLORS } from "./shared/constants";
 import { RadarDataPoint } from "./types";
 
@@ -28,7 +28,7 @@ interface RadarChartProps {
 const chartConfig = {
   value: {
     label: "Findings",
-    color: "var(--color-magenta)",
+    color: "var(--chart-radar-primary)",
   },
 } satisfies ChartConfig;
 
@@ -36,15 +36,27 @@ const CustomTooltip = ({ active, payload }: any) => {
   if (active && payload && payload.length) {
     const data = payload[0];
     return (
-      <div className="rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
-        <p className="text-sm font-semibold text-white">
+      <div
+        className="rounded-lg border p-3 shadow-lg"
+        style={{
+          borderColor: CHART_COLORS.tooltipBorder,
+          backgroundColor: CHART_COLORS.tooltipBackground,
+        }}
+      >
+        <p
+          className="text-sm font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
           {data.payload.category}
         </p>
         <div className="mt-1">
           <AlertPill value={data.value} />
         </div>
         {data.payload.change !== undefined && (
-          <p className="mt-1 text-xs text-slate-400">
+          <p
+            className="mt-1 text-xs"
+            style={{ color: CHART_COLORS.textSecondary }}
+          >
             <span className="font-bold">
               {data.payload.change > 0 ? "+" : ""}
               {data.payload.change}%
@@ -84,8 +96,11 @@ const CustomDot = (props: any) => {
       cx={cx}
       cy={cy}
       r={isSelected ? 9 : 6}
-      fill={isSelected ? "var(--color-success)" : "var(--color-purple-dark)"}
+      fill={
+        isSelected ? "var(--chart-success-color)" : "var(--chart-radar-primary)"
+      }
       fillOpacity={1}
+      className={isSelected ? "drop-shadow-[0_0_8px_#86da26]" : ""}
       style={{
         cursor: onSelectPoint ? "pointer" : "default",
         pointerEvents: "all",
@@ -117,7 +132,7 @@ export function RadarChart({
         <PolarGrid strokeOpacity={0.3} />
         <Radar
           dataKey={dataKey}
-          fill="var(--color-magenta)"
+          fill="var(--chart-radar-primary)"
           fillOpacity={0.2}
           activeDot={false}
           dot={
@@ -135,7 +150,7 @@ export function RadarChart({
                 }
               : {
                   r: 6,
-                  fill: "var(--color-purple-dark)",
+                  fill: "var(--chart-radar-primary)",
                   fillOpacity: 1,
                 }
           }
diff --git a/ui/components/graphs/RadialChart.tsx b/ui/components/graphs/radial-chart.tsx
similarity index 90%
rename from ui/components/graphs/RadialChart.tsx
rename to ui/components/graphs/radial-chart.tsx
index 10f4007a4d..ad9374d856 100644
--- a/ui/components/graphs/RadialChart.tsx
+++ b/ui/components/graphs/radial-chart.tsx
@@ -23,7 +23,7 @@ interface RadialChartProps {
 export function RadialChart({
   percentage,
   label = "Score",
-  color = "var(--color-success)",
+  color = "var(--chart-success-color)",
   backgroundColor = CHART_COLORS.tooltipBackground,
   height = 250,
   innerRadius = 60,
@@ -68,7 +68,10 @@ export function RadialChart({
           y="50%"
           textAnchor="middle"
           dominantBaseline="middle"
-          className="fill-white text-4xl font-bold"
+          className="text-4xl font-bold"
+          style={{
+            fill: "var(--chart-text-primary)",
+          }}
         >
           {percentage}%
         </text>
diff --git a/ui/components/graphs/sankey-chart.tsx b/ui/components/graphs/sankey-chart.tsx
new file mode 100644
index 0000000000..58179aadf6
--- /dev/null
+++ b/ui/components/graphs/sankey-chart.tsx
@@ -0,0 +1,403 @@
+"use client";
+
+import { useState } from "react";
+import { Rectangle, ResponsiveContainer, Sankey, Tooltip } from "recharts";
+
+import { ChartTooltip } from "./shared/chart-tooltip";
+import { CHART_COLORS } from "./shared/constants";
+
+interface SankeyNode {
+  name: string;
+  newFindings?: number;
+  change?: number;
+}
+
+interface SankeyLink {
+  source: number;
+  target: number;
+  value: number;
+}
+
+interface SankeyChartProps {
+  data: {
+    nodes: SankeyNode[];
+    links: SankeyLink[];
+  };
+  height?: number;
+}
+
+interface LinkTooltipState {
+  show: boolean;
+  x: number;
+  y: number;
+  sourceName: string;
+  targetName: string;
+  value: number;
+  color: string;
+}
+
+interface NodeTooltipState {
+  show: boolean;
+  x: number;
+  y: number;
+  name: string;
+  value: number;
+  color: string;
+  newFindings?: number;
+  change?: number;
+}
+
+// Note: Using hex colors directly because Recharts SVG fill doesn't resolve CSS variables
+const COLORS: Record<string, string> = {
+  Success: "#86da26",
+  Fail: "#db2b49",
+  AWS: "#ff9900",
+  Azure: "#00bcd4",
+  Google: "#EA4335",
+  Critical: "#971348",
+  High: "#ff3077",
+  Medium: "#ff7d19",
+  Low: "#fdd34f",
+  Info: "#2e51b2",
+  Informational: "#2e51b2",
+};
+
+const CustomTooltip = ({ active, payload }: any) => {
+  if (active && payload && payload.length) {
+    const data = payload[0].payload;
+    return (
+      <div
+        className="rounded-lg border p-3 shadow-lg"
+        style={{
+          borderColor: CHART_COLORS.tooltipBorder,
+          backgroundColor: CHART_COLORS.tooltipBackground,
+        }}
+      >
+        <p
+          className="text-sm font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
+          {data.name}
+        </p>
+        {data.value && (
+          <p className="text-xs" style={{ color: CHART_COLORS.textSecondary }}>
+            Value: {data.value}
+          </p>
+        )}
+      </div>
+    );
+  }
+  return null;
+};
+
+const CustomNode = (props: any) => {
+  const { x, y, width, height, payload, containerWidth } = props;
+  const isOut = x + width + 6 > containerWidth;
+  const nodeName = payload.name;
+  const color = COLORS[nodeName] || CHART_COLORS.defaultColor;
+  const isHidden = nodeName === "";
+  const hasTooltip = !isHidden && payload.newFindings;
+
+  const handleMouseEnter = (e: React.MouseEvent) => {
+    if (!hasTooltip) return;
+
+    const rect = e.currentTarget.closest("svg") as SVGSVGElement;
+    if (rect) {
+      const bbox = rect.getBoundingClientRect();
+      props.onNodeHover?.({
+        x: e.clientX - bbox.left,
+        y: e.clientY - bbox.top,
+        name: nodeName,
+        value: payload.value,
+        color,
+        newFindings: payload.newFindings,
+        change: payload.change,
+      });
+    }
+  };
+
+  const handleMouseMove = (e: React.MouseEvent) => {
+    if (!hasTooltip) return;
+
+    const rect = e.currentTarget.closest("svg") as SVGSVGElement;
+    if (rect) {
+      const bbox = rect.getBoundingClientRect();
+      props.onNodeMove?.({
+        x: e.clientX - bbox.left,
+        y: e.clientY - bbox.top,
+      });
+    }
+  };
+
+  const handleMouseLeave = () => {
+    if (!hasTooltip) return;
+    props.onNodeLeave?.();
+  };
+
+  return (
+    <g
+      style={{ cursor: hasTooltip ? "pointer" : "default" }}
+      onMouseEnter={handleMouseEnter}
+      onMouseMove={handleMouseMove}
+      onMouseLeave={handleMouseLeave}
+    >
+      <Rectangle
+        x={x}
+        y={y}
+        width={width}
+        height={height}
+        fill={color}
+        fillOpacity={isHidden ? "0" : "1"}
+      />
+      {!isHidden && (
+        <>
+          <text
+            textAnchor={isOut ? "end" : "start"}
+            x={isOut ? x - 6 : x + width + 6}
+            y={y + height / 2}
+            fontSize="14"
+            fill={CHART_COLORS.textPrimary}
+          >
+            {nodeName}
+          </text>
+          <text
+            textAnchor={isOut ? "end" : "start"}
+            x={isOut ? x - 6 : x + width + 6}
+            y={y + height / 2 + 13}
+            fontSize="12"
+            fill={CHART_COLORS.textSecondary}
+          >
+            {payload.value}
+          </text>
+        </>
+      )}
+    </g>
+  );
+};
+
+const CustomLink = (props: any) => {
+  const {
+    sourceX,
+    targetX,
+    sourceY,
+    targetY,
+    sourceControlX,
+    targetControlX,
+    linkWidth,
+    index,
+  } = props;
+
+  const sourceName = props.payload.source?.name || "";
+  const targetName = props.payload.target?.name || "";
+  const value = props.payload.value || 0;
+  const color = COLORS[sourceName] || CHART_COLORS.defaultColor;
+  const isHidden = targetName === "";
+
+  const isHovered = props.hoveredLink !== null && props.hoveredLink === index;
+  const hasHoveredLink = props.hoveredLink !== null;
+
+  const pathD = `
+    M${sourceX},${sourceY + linkWidth / 2}
+    C${sourceControlX},${sourceY + linkWidth / 2}
+      ${targetControlX},${targetY + linkWidth / 2}
+      ${targetX},${targetY + linkWidth / 2}
+    L${targetX},${targetY - linkWidth / 2}
+    C${targetControlX},${targetY - linkWidth / 2}
+      ${sourceControlX},${sourceY - linkWidth / 2}
+      ${sourceX},${sourceY - linkWidth / 2}
+    Z
+  `;
+
+  const getOpacity = () => {
+    if (isHidden) return "0";
+    if (!hasHoveredLink) return "0.4";
+    return isHovered ? "0.8" : "0.1";
+  };
+
+  const handleMouseEnter = (e: React.MouseEvent) => {
+    const rect = e.currentTarget.parentElement?.parentElement
+      ?.parentElement as unknown as SVGSVGElement;
+    if (rect) {
+      const bbox = rect.getBoundingClientRect();
+      props.onLinkHover?.(index, {
+        x: e.clientX - bbox.left,
+        y: e.clientY - bbox.top,
+        sourceName,
+        targetName,
+        value,
+        color,
+      });
+    }
+  };
+
+  const handleMouseMove = (e: React.MouseEvent) => {
+    const rect = e.currentTarget.parentElement?.parentElement
+      ?.parentElement as unknown as SVGSVGElement;
+    if (rect && isHovered) {
+      const bbox = rect.getBoundingClientRect();
+      props.onLinkMove?.({
+        x: e.clientX - bbox.left,
+        y: e.clientY - bbox.top,
+      });
+    }
+  };
+
+  const handleMouseLeave = () => {
+    props.onLinkLeave?.();
+  };
+
+  return (
+    <g>
+      <path
+        d={pathD}
+        fill={color}
+        fillOpacity={getOpacity()}
+        stroke="none"
+        style={{ cursor: "pointer", transition: "fill-opacity 0.2s" }}
+        onMouseEnter={handleMouseEnter}
+        onMouseMove={handleMouseMove}
+        onMouseLeave={handleMouseLeave}
+      />
+    </g>
+  );
+};
+
+export function SankeyChart({ data, height = 400 }: SankeyChartProps) {
+  const [hoveredLink, setHoveredLink] = useState<number | null>(null);
+  const [linkTooltip, setLinkTooltip] = useState<LinkTooltipState>({
+    show: false,
+    x: 0,
+    y: 0,
+    sourceName: "",
+    targetName: "",
+    value: 0,
+    color: "",
+  });
+
+  const [nodeTooltip, setNodeTooltip] = useState<NodeTooltipState>({
+    show: false,
+    x: 0,
+    y: 0,
+    name: "",
+    value: 0,
+    color: "",
+  });
+
+  const handleLinkHover = (
+    index: number,
+    data: Omit<LinkTooltipState, "show">,
+  ) => {
+    setHoveredLink(index);
+    setLinkTooltip({ show: true, ...data });
+  };
+
+  const handleLinkMove = (position: { x: number; y: number }) => {
+    setLinkTooltip((prev) => ({
+      ...prev,
+      x: position.x,
+      y: position.y,
+    }));
+  };
+
+  const handleLinkLeave = () => {
+    setHoveredLink(null);
+    setLinkTooltip((prev) => ({ ...prev, show: false }));
+  };
+
+  const handleNodeHover = (data: Omit<NodeTooltipState, "show">) => {
+    setNodeTooltip({ show: true, ...data });
+  };
+
+  const handleNodeMove = (position: { x: number; y: number }) => {
+    setNodeTooltip((prev) => ({
+      ...prev,
+      x: position.x,
+      y: position.y,
+    }));
+  };
+
+  const handleNodeLeave = () => {
+    setNodeTooltip((prev) => ({ ...prev, show: false }));
+  };
+
+  return (
+    <div className="relative">
+      <ResponsiveContainer width="100%" height={height}>
+        <Sankey
+          data={data}
+          node={
+            <CustomNode
+              onNodeHover={handleNodeHover}
+              onNodeMove={handleNodeMove}
+              onNodeLeave={handleNodeLeave}
+            />
+          }
+          link={
+            <CustomLink
+              hoveredLink={hoveredLink}
+              onLinkHover={handleLinkHover}
+              onLinkMove={handleLinkMove}
+              onLinkLeave={handleLinkLeave}
+            />
+          }
+          nodePadding={50}
+          margin={{ top: 20, right: 160, bottom: 20, left: 160 }}
+          sort={false}
+        >
+          <Tooltip content={<CustomTooltip />} />
+        </Sankey>
+      </ResponsiveContainer>
+      {linkTooltip.show && (
+        <div
+          className="pointer-events-none absolute z-50"
+          style={{
+            left: `${Math.max(125, Math.min(linkTooltip.x, window.innerWidth - 125))}px`,
+            top: `${Math.max(linkTooltip.y - 80, 10)}px`,
+            transform: "translate(-50%, -100%)",
+          }}
+        >
+          <ChartTooltip
+            active={true}
+            payload={[
+              {
+                payload: {
+                  name: linkTooltip.targetName,
+                  value: linkTooltip.value,
+                  color: linkTooltip.color,
+                },
+                color: linkTooltip.color,
+              },
+            ]}
+            label={`${linkTooltip.sourceName} → ${linkTooltip.targetName}`}
+          />
+        </div>
+      )}
+      {nodeTooltip.show && (
+        <div
+          className="pointer-events-none absolute z-50"
+          style={{
+            left: `${Math.max(125, Math.min(nodeTooltip.x, window.innerWidth - 125))}px`,
+            top: `${Math.max(nodeTooltip.y - 80, 10)}px`,
+            transform: "translate(-50%, -100%)",
+          }}
+        >
+          <ChartTooltip
+            active={true}
+            payload={[
+              {
+                payload: {
+                  name: nodeTooltip.name,
+                  value: nodeTooltip.value,
+                  color: nodeTooltip.color,
+                  newFindings: nodeTooltip.newFindings,
+                  change: nodeTooltip.change,
+                },
+                color: nodeTooltip.color,
+              },
+            ]}
+          />
+        </div>
+      )}
+    </div>
+  );
+}
diff --git a/ui/components/graphs/ScatterPlot.tsx b/ui/components/graphs/scatter-plot.tsx
similarity index 81%
rename from ui/components/graphs/ScatterPlot.tsx
rename to ui/components/graphs/scatter-plot.tsx
index 920f6c0c10..a0725f0dc5 100644
--- a/ui/components/graphs/ScatterPlot.tsx
+++ b/ui/components/graphs/scatter-plot.tsx
@@ -11,18 +11,11 @@ import {
   YAxis,
 } from "recharts";
 
-import { AlertPill } from "./shared/AlertPill";
-import { ChartLegend } from "./shared/ChartLegend";
+import { AlertPill } from "./shared/alert-pill";
+import { ChartLegend } from "./shared/chart-legend";
 import { CHART_COLORS } from "./shared/constants";
 import { getSeverityColorByRiskScore } from "./shared/utils";
-
-interface ScatterDataPoint {
-  x: number;
-  y: number;
-  provider: string;
-  name: string;
-  size?: number;
-}
+import type { ScatterDataPoint } from "./types";
 
 interface ScatterPlotProps {
   data: ScatterDataPoint[];
@@ -34,9 +27,9 @@ interface ScatterPlotProps {
 }
 
 const PROVIDER_COLORS = {
-  AWS: "var(--color-orange)",
-  Azure: "var(--color-cyan)",
-  Google: "var(--color-red)",
+  AWS: "var(--chart-provider-aws)",
+  Azure: "var(--chart-provider-azure)",
+  Google: "var(--chart-provider-google)",
 };
 
 const CustomTooltip = ({ active, payload }: any) => {
@@ -45,9 +38,23 @@ const CustomTooltip = ({ active, payload }: any) => {
     const severityColor = getSeverityColorByRiskScore(data.x);
 
     return (
-      <div className="rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
-        <p className="text-sm font-semibold text-white">{data.name}</p>
-        <p className="mt-1 text-xs text-slate-400">
+      <div
+        className="rounded-lg border p-3 shadow-lg"
+        style={{
+          borderColor: CHART_COLORS.tooltipBorder,
+          backgroundColor: CHART_COLORS.tooltipBackground,
+        }}
+      >
+        <p
+          className="text-sm font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
+          {data.name}
+        </p>
+        <p
+          className="mt-1 text-xs"
+          style={{ color: CHART_COLORS.textSecondary }}
+        >
           <span style={{ color: severityColor }}>{data.x}</span> Risk Score
         </p>
         <div className="mt-2">
@@ -69,7 +76,7 @@ const CustomScatterDot = ({
   const isSelected = selectedPoint?.name === payload.name;
   const size = isSelected ? 18 : 8;
   const fill = isSelected
-    ? "var(--color-success)"
+    ? "#86DA26"
     : PROVIDER_COLORS[payload.provider as keyof typeof PROVIDER_COLORS] ||
       CHART_COLORS.defaultColor;
 
@@ -79,8 +86,9 @@ const CustomScatterDot = ({
       cy={cy}
       r={size / 2}
       fill={fill}
-      stroke={isSelected ? "var(--color-success)" : "transparent"}
+      stroke={isSelected ? "#86DA26" : "transparent"}
       strokeWidth={2}
+      className={isSelected ? "drop-shadow-[0_0_8px_#86da26]" : ""}
       style={{ cursor: "pointer" }}
       onClick={() => onSelectPoint?.(payload)}
     />
diff --git a/ui/components/graphs/shared/AlertPill.tsx b/ui/components/graphs/shared/alert-pill.tsx
similarity index 59%
rename from ui/components/graphs/shared/AlertPill.tsx
rename to ui/components/graphs/shared/alert-pill.tsx
index f611b27766..2da8b1903f 100644
--- a/ui/components/graphs/shared/AlertPill.tsx
+++ b/ui/components/graphs/shared/alert-pill.tsx
@@ -17,13 +17,17 @@ export function AlertPill({
 }: AlertPillProps) {
   return (
     <div className="flex items-center gap-2">
-      <div className="bg-alert-pill-bg flex items-center gap-1 rounded-full px-2 py-1">
-        <AlertTriangle size={iconSize} className="text-alert-pill-text" />
+      <div
+        className="flex items-center gap-1 rounded-full px-2 py-1"
+        style={{ backgroundColor: "var(--chart-alert-bg)" }}
+      >
+        <AlertTriangle
+          size={iconSize}
+          style={{ color: "var(--chart-alert-text)" }}
+        />
         <span
-          className={cn(
-            `text-${textSize}`,
-            "text-alert-pill-text font-semibold",
-          )}
+          className={cn(`text-${textSize}`, "font-semibold")}
+          style={{ color: "var(--chart-alert-text)" }}
         >
           {value}
         </span>
diff --git a/ui/components/graphs/shared/ChartLegend.tsx b/ui/components/graphs/shared/chart-legend.tsx
similarity index 59%
rename from ui/components/graphs/shared/ChartLegend.tsx
rename to ui/components/graphs/shared/chart-legend.tsx
index 11066aa54a..2efea3ea85 100644
--- a/ui/components/graphs/shared/ChartLegend.tsx
+++ b/ui/components/graphs/shared/chart-legend.tsx
@@ -9,14 +9,22 @@ interface ChartLegendProps {
 
 export function ChartLegend({ items }: ChartLegendProps) {
   return (
-    <div className="bg-card-border mt-4 inline-flex gap-[46px] rounded-full border-2 px-[19px] py-[9px]">
+    <div
+      className="mt-4 inline-flex gap-[46px] rounded-full border-2 px-[19px] py-[9px]"
+      style={{ borderColor: "var(--chart-border)" }}
+    >
       {items.map((item, index) => (
         <div key={`legend-${index}`} className="flex items-center gap-1">
           <div
             className="h-3 w-3 rounded"
             style={{ backgroundColor: item.color }}
           />
-          <span className="text-xs text-gray-300">{item.label}</span>
+          <span
+            className="text-xs"
+            style={{ color: "var(--chart-text-secondary)" }}
+          >
+            {item.label}
+          </span>
         </div>
       ))}
     </div>
diff --git a/ui/components/graphs/shared/ChartTooltip.tsx b/ui/components/graphs/shared/chart-tooltip.tsx
similarity index 57%
rename from ui/components/graphs/shared/ChartTooltip.tsx
rename to ui/components/graphs/shared/chart-tooltip.tsx
index 6b4bde27bc..432a15713d 100644
--- a/ui/components/graphs/shared/ChartTooltip.tsx
+++ b/ui/components/graphs/shared/chart-tooltip.tsx
@@ -3,6 +3,7 @@ import { Bell, VolumeX } from "lucide-react";
 import { cn } from "@/lib/utils";
 
 import { TooltipData } from "../types";
+import { CHART_COLORS } from "./constants";
 
 interface ChartTooltipProps {
   active?: boolean;
@@ -27,7 +28,13 @@ export function ChartTooltip({
   const color = payload[0].color || data.color;
 
   return (
-    <div className="min-w-[200px] rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
+    <div
+      className="min-w-[200px] rounded-lg border p-3 shadow-lg"
+      style={{
+        borderColor: CHART_COLORS.tooltipBorder,
+        backgroundColor: CHART_COLORS.tooltipBackground,
+      }}
+    >
       <div className="flex items-center gap-2">
         {showColorIndicator && color && (
           <div
@@ -38,10 +45,15 @@ export function ChartTooltip({
             style={{ backgroundColor: color }}
           />
         )}
-        <p className="text-sm font-semibold text-white">{label || data.name}</p>
+        <p
+          className="text-sm font-semibold"
+          style={{ color: CHART_COLORS.textPrimary }}
+        >
+          {label || data.name}
+        </p>
       </div>
 
-      <p className="mt-1 text-xs text-white">
+      <p className="mt-1 text-xs" style={{ color: CHART_COLORS.textPrimary }}>
         {typeof data.value === "number"
           ? data.value.toLocaleString()
           : data.value}
@@ -50,8 +62,11 @@ export function ChartTooltip({
 
       {data.newFindings !== undefined && data.newFindings > 0 && (
         <div className="mt-1 flex items-center gap-2">
-          <Bell size={14} className="text-slate-400" />
-          <span className="text-xs text-slate-400">
+          <Bell size={14} style={{ color: "var(--chart-fail)" }} />
+          <span
+            className="text-xs"
+            style={{ color: CHART_COLORS.textSecondary }}
+          >
             {data.newFindings} New Findings
           </span>
         </div>
@@ -59,20 +74,33 @@ export function ChartTooltip({
 
       {data.new !== undefined && data.new > 0 && (
         <div className="mt-1 flex items-center gap-2">
-          <Bell size={14} className="text-slate-400" />
-          <span className="text-xs text-slate-400">{data.new} New</span>
+          <Bell size={14} style={{ color: "var(--chart-fail)" }} />
+          <span
+            className="text-xs"
+            style={{ color: CHART_COLORS.textSecondary }}
+          >
+            {data.new} New
+          </span>
         </div>
       )}
 
       {data.muted !== undefined && data.muted > 0 && (
         <div className="mt-1 flex items-center gap-2">
-          <VolumeX size={14} className="text-slate-400" />
-          <span className="text-xs text-slate-400">{data.muted} Muted</span>
+          <VolumeX size={14} style={{ color: CHART_COLORS.textSecondary }} />
+          <span
+            className="text-xs"
+            style={{ color: CHART_COLORS.textSecondary }}
+          >
+            {data.muted} Muted
+          </span>
         </div>
       )}
 
       {data.change !== undefined && (
-        <p className="mt-1 text-xs text-slate-400">
+        <p
+          className="mt-1 text-xs"
+          style={{ color: CHART_COLORS.textSecondary }}
+        >
           <span className="font-bold">
             {data.change > 0 ? "+" : ""}
             {data.change}%
@@ -97,8 +125,19 @@ export function MultiSeriesChartTooltip({
   }
 
   return (
-    <div className="min-w-[200px] rounded-lg border border-slate-700 bg-slate-800 p-3 shadow-lg">
-      <p className="mb-2 text-sm font-semibold text-white">{label}</p>
+    <div
+      className="min-w-[200px] rounded-lg border p-3 shadow-lg"
+      style={{
+        borderColor: CHART_COLORS.tooltipBorder,
+        backgroundColor: CHART_COLORS.tooltipBackground,
+      }}
+    >
+      <p
+        className="mb-2 text-sm font-semibold"
+        style={{ color: CHART_COLORS.textPrimary }}
+      >
+        {label}
+      </p>
 
       {payload.map((entry: any, index: number) => (
         <div key={index} className="flex items-center gap-2">
@@ -106,12 +145,20 @@ export function MultiSeriesChartTooltip({
             className="h-2 w-2 rounded-full"
             style={{ backgroundColor: entry.color }}
           />
-          <span className="text-xs text-white">{entry.name}:</span>
-          <span className="text-xs font-semibold text-white">
+          <span className="text-xs" style={{ color: CHART_COLORS.textPrimary }}>
+            {entry.name}:
+          </span>
+          <span
+            className="text-xs font-semibold"
+            style={{ color: CHART_COLORS.textPrimary }}
+          >
             {entry.value}
           </span>
           {entry.payload[`${entry.dataKey}_change`] && (
-            <span className="text-xs text-slate-400">
+            <span
+              className="text-xs"
+              style={{ color: CHART_COLORS.textSecondary }}
+            >
               ({entry.payload[`${entry.dataKey}_change`] > 0 ? "+" : ""}
               {entry.payload[`${entry.dataKey}_change`]}%)
             </span>
diff --git a/ui/components/graphs/shared/constants.ts b/ui/components/graphs/shared/constants.ts
index 9ab80b8fa8..4aadd4aac0 100644
--- a/ui/components/graphs/shared/constants.ts
+++ b/ui/components/graphs/shared/constants.ts
@@ -1,21 +1,33 @@
 export const SEVERITY_COLORS = {
-  Informational: "var(--color-info)",
-  Low: "var(--color-warning)",
-  Medium: "var(--color-warning-emphasis)",
-  High: "var(--color-danger)",
-  Critical: "var(--color-danger-emphasis)",
+  Informational: "var(--chart-info)",
+  Info: "var(--chart-info)",
+  Low: "var(--chart-warning)",
+  Medium: "var(--chart-warning-emphasis)",
+  High: "var(--chart-danger)",
+  Critical: "var(--chart-danger-emphasis)",
+} as const;
+
+export const PROVIDER_COLORS = {
+  AWS: "var(--chart-provider-aws)",
+  Azure: "var(--chart-provider-azure)",
+  Google: "var(--chart-provider-google)",
+} as const;
+
+export const STATUS_COLORS = {
+  Success: "var(--chart-success-color)",
+  Fail: "var(--chart-fail)",
 } as const;
 
 export const CHART_COLORS = {
-  tooltipBorder: "var(--color-slate-700)",
-  tooltipBackground: "var(--color-slate-800)",
-  textPrimary: "var(--color-white)",
-  textSecondary: "var(--color-slate-400)",
-  gridLine: "var(--color-slate-700)",
+  tooltipBorder: "var(--chart-border-emphasis)",
+  tooltipBackground: "var(--chart-background)",
+  textPrimary: "var(--chart-text-primary)",
+  textSecondary: "var(--chart-text-secondary)",
+  gridLine: "var(--chart-border-emphasis)",
   backgroundTrack: "rgba(51, 65, 85, 0.5)", // slate-700 with 50% opacity
-  alertPillBg: "var(--color-alert-pill-bg)",
-  alertPillText: "var(--color-alert-pill-text)",
-  defaultColor: "var(--color-slate-500)", // Default fallback color for charts
+  alertPillBg: "var(--chart-alert-bg)",
+  alertPillText: "var(--chart-alert-text)",
+  defaultColor: "#64748b", // slate-500
 } as const;
 
 export const CHART_DIMENSIONS = {
diff --git a/ui/components/graphs/types.ts b/ui/components/graphs/types.ts
index 0961a32105..f7a9b02542 100644
--- a/ui/components/graphs/types.ts
+++ b/ui/components/graphs/types.ts
@@ -36,6 +36,14 @@ export interface RadarDataPoint {
   change?: number;
 }
 
+export interface ScatterDataPoint {
+  x: number;
+  y: number;
+  provider: string;
+  name: string;
+  size?: number;
+}
+
 export interface LineConfig {
   dataKey: string;
   color: string;
diff --git a/ui/components/ui/index.ts b/ui/components/ui/index.ts
index 205ec7fd50..c4059a7b55 100644
--- a/ui/components/ui/index.ts
+++ b/ui/components/ui/index.ts
@@ -12,6 +12,6 @@ export * from "./feedback-banner/feedback-banner";
 export * from "./headers/navigation-header";
 export * from "./label/Label";
 export * from "./main-layout/main-layout";
-export * from "./select/Select";
+export * from "./select";
 export * from "./sidebar";
 export * from "./toast";
diff --git a/ui/components/ui/select/index.ts b/ui/components/ui/select/index.ts
new file mode 100644
index 0000000000..730dd10551
--- /dev/null
+++ b/ui/components/ui/select/index.ts
@@ -0,0 +1,12 @@
+export {
+  Select,
+  SelectContent,
+  SelectGroup,
+  SelectItem,
+  SelectLabel,
+  SelectScrollDownButton,
+  SelectScrollUpButton,
+  SelectSeparator,
+  SelectTrigger,
+  SelectValue,
+} from "./Select";
diff --git a/ui/dependency-log.json b/ui/dependency-log.json
index 64a12b5901..4677a082eb 100644
--- a/ui/dependency-log.json
+++ b/ui/dependency-log.json
@@ -5,7 +5,7 @@
     "from": "1.0.59",
     "to": "1.0.59",
     "strategy": "installed",
-    "generatedAt": "2025-10-01T11:13:12.025Z"
+    "generatedAt": "2025-10-22T12:36:37.962Z"
   },
   {
     "section": "dependencies",
@@ -13,7 +13,7 @@
     "from": "2.0.59",
     "to": "2.0.59",
     "strategy": "installed",
-    "generatedAt": "2025-10-01T11:13:12.025Z"
+    "generatedAt": "2025-10-22T12:36:37.962Z"
   },
   {
     "section": "dependencies",
@@ -21,15 +21,15 @@
     "from": "2.8.4",
     "to": "2.8.4",
     "strategy": "installed",
-    "generatedAt": "2025-09-29T14:26:25.838Z"
+    "generatedAt": "2025-10-22T12:36:37.962Z"
   },
   {
     "section": "dependencies",
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
+  {
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-    "generatedAt": "2025-09-23T10:22:08.630Z"
+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
+  {
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-    "generatedAt": "2025-09-10T11:50:17.554Z"
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-    "generatedAt": "2025-09-10T11:50:17.554Z"
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
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     "section": "devDependencies",
     "name": "prettier-plugin-tailwindcss",
-    "from": "0.6.13",
+    "from": "0.6.14",
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+    "generatedAt": "2025-10-22T12:36:37.962Z"
+  },
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     "section": "devDependencies",
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-    "from": "3.4.3",
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diff --git a/ui/package-lock.json b/ui/package-lock.json
index 49aaa1bfe6..1530aa3134 100644
--- a/ui/package-lock.json
+++ b/ui/package-lock.json
@@ -36,6 +36,7 @@
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         "@types/react": "19.1.13",
         "@types/react-dom": "19.1.9",
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@@ -971,9 +956,9 @@
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+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.6.0.tgz",
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@@ -982,9 +967,9 @@
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+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.6.0.tgz",
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+      "version": "4.12.2",
+      "resolved": "https://registry.npmjs.org/@eslint-community/regexpp/-/regexpp-4.12.2.tgz",
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+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/@inquirer/ansi/-/ansi-1.0.1.tgz",
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+      "version": "5.1.19",
+      "resolved": "https://registry.npmjs.org/@inquirer/confirm/-/confirm-5.1.19.tgz",
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       "dev": true,
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-        "@inquirer/core": "^10.2.2",
-        "@inquirer/type": "^3.0.8"
+        "@inquirer/core": "^10.3.0",
+        "@inquirer/type": "^3.0.9"
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@@ -3408,15 +3393,15 @@
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+      "version": "10.3.0",
+      "resolved": "https://registry.npmjs.org/@inquirer/core/-/core-10.3.0.tgz",
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-        "@inquirer/ansi": "^1.0.0",
-        "@inquirer/figures": "^1.0.13",
-        "@inquirer/type": "^3.0.8",
+        "@inquirer/ansi": "^1.0.1",
+        "@inquirer/figures": "^1.0.14",
+        "@inquirer/type": "^3.0.9",
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@@ -3499,9 +3484,9 @@
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+      "version": "1.0.14",
+      "resolved": "https://registry.npmjs.org/@inquirer/figures/-/figures-1.0.14.tgz",
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+      "version": "3.0.9",
+      "resolved": "https://registry.npmjs.org/@inquirer/type/-/type-3.0.9.tgz",
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+      "version": "0.1.10",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.1.10.tgz",
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@@ -3899,9 +3884,9 @@
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+      "version": "1.20.1",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.20.1.tgz",
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@@ -3943,9 +3928,9 @@
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+      "resolved": "https://registry.npmjs.org/@mswjs/interceptors/-/interceptors-0.40.0.tgz",
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-        "@react-aria/i18n": "^3.12.12",
-        "@react-aria/interactions": "^3.25.5",
+        "@react-aria/focus": "^3.21.2",
+        "@react-aria/i18n": "^3.12.13",
+        "@react-aria/interactions": "^3.25.6",
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-        "@react-types/checkbox": "^3.10.1",
-        "@react-types/grid": "^3.3.5",
-        "@react-types/shared": "^3.32.0",
+        "@react-aria/selection": "^3.26.0",
+        "@react-aria/utils": "^3.31.0",
+        "@react-stately/collections": "^3.12.8",
+        "@react-stately/grid": "^3.11.6",
+        "@react-stately/selection": "^3.20.6",
+        "@react-types/checkbox": "^3.10.2",
+        "@react-types/grid": "^3.3.6",
+        "@react-types/shared": "^3.32.1",
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@@ -6015,6 +6000,158 @@
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       }
     },
+    "node_modules/@react-aria/grid/node_modules/@internationalized/date": {
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+      "resolved": "https://registry.npmjs.org/@internationalized/date/-/date-3.10.0.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@swc/helpers": "^0.5.0"
+      }
+    },
+    "node_modules/@react-aria/grid/node_modules/@react-aria/focus": {
+      "version": "3.21.2",
+      "resolved": "https://registry.npmjs.org/@react-aria/focus/-/focus-3.21.2.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@react-aria/interactions": "^3.25.6",
+        "@react-aria/utils": "^3.31.0",
+        "@react-types/shared": "^3.32.1",
+        "@swc/helpers": "^0.5.0",
+        "clsx": "^2.0.0"
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+      "integrity": "sha512-PHI5f1O0EP5xJ9gQmFGMS6IZcrVvTjpXjz7Na41gTE7eE2hK11lg04CECCYEEjdc17EV4DO+fkGEtt7TpTaTiQ==",
       "dev": true,
       "license": "MIT",
       "bin": {
@@ -15132,9 +16269,9 @@
       }
     },
     "node_modules/node-releases": {
-      "version": "2.0.21",
-      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.21.tgz",
-      "integrity": "sha512-5b0pgg78U3hwXkCM8Z9b2FJdPZlr9Psr9V2gQPESdGHqbntyFJKFW4r5TeWGFzafGY3hzs1JC62VEQMbl1JFkw==",
+      "version": "2.0.26",
+      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.26.tgz",
+      "integrity": "sha512-S2M9YimhSjBSvYnlr5/+umAnPHE++ODwt5e2Ij6FoX45HA/s4vHdkDx1eax2pAPeAOqu4s9b7ppahsyEFdVqQA==",
       "dev": true,
       "license": "MIT"
     },
@@ -15178,9 +16315,9 @@
       }
     },
     "node_modules/oauth4webapi": {
-      "version": "3.8.1",
-      "resolved": "https://registry.npmjs.org/oauth4webapi/-/oauth4webapi-3.8.1.tgz",
-      "integrity": "sha512-olkZDELNycOWQf9LrsELFq8n05LwJgV8UkrS0cburk6FOwf8GvLam+YB+Uj5Qvryee+vwWOfQVeI5Vm0MVg7SA==",
+      "version": "3.8.2",
+      "resolved": "https://registry.npmjs.org/oauth4webapi/-/oauth4webapi-3.8.2.tgz",
+      "integrity": "sha512-FzZZ+bht5X0FKe7Mwz3DAVAmlH1BV5blSak/lHMBKz0/EBMhX6B10GlQYI51+oRp8ObJaX0g6pXrAxZh5s8rjw==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/panva"
@@ -15555,9 +16692,9 @@
       }
     },
     "node_modules/package-manager-detector": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/package-manager-detector/-/package-manager-detector-1.3.0.tgz",
-      "integrity": "sha512-ZsEbbZORsyHuO00lY1kV3/t72yp6Ysay6Pd17ZAlNGuGwmWDLCJxFpRs0IzfXfj1o4icJOkUEioexFHzyPurSQ==",
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/package-manager-detector/-/package-manager-detector-1.5.0.tgz",
+      "integrity": "sha512-uBj69dVlYe/+wxj8JOpr97XfsxH/eumMt6HqjNTmJDf/6NO9s+0uxeOneIz3AsPt2m6y9PqzDzd3ATcU17MNfw==",
       "dev": true,
       "license": "MIT"
     },
@@ -16581,13 +17718,13 @@
       }
     },
     "node_modules/resolve": {
-      "version": "1.22.10",
-      "resolved": "https://registry.npmjs.org/resolve/-/resolve-1.22.10.tgz",
-      "integrity": "sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w==",
+      "version": "1.22.11",
+      "resolved": "https://registry.npmjs.org/resolve/-/resolve-1.22.11.tgz",
+      "integrity": "sha512-RfqAvLnMl313r7c9oclB1HhUEAezcpLjz95wFH4LVuhk9JF/r22qmVP9AMmOU4vMX7Q8pN8jwNg/CSpdFnMjTQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "is-core-module": "^2.16.0",
+        "is-core-module": "^2.16.1",
         "path-parse": "^1.0.7",
         "supports-preserve-symlinks-flag": "^1.0.0"
       },
@@ -16705,6 +17842,12 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/robust-predicates": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",
+      "integrity": "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==",
+      "license": "Unlicense"
+    },
     "node_modules/router": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/router/-/router-2.2.0.tgz",
@@ -16767,6 +17910,12 @@
         "queue-microtask": "^1.2.2"
       }
     },
+    "node_modules/rw": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+      "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+      "license": "BSD-3-Clause"
+    },
     "node_modules/safe-array-concat": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/safe-array-concat/-/safe-array-concat-1.1.3.tgz",
@@ -16857,7 +18006,6 @@
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
       "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/sax": {
@@ -16882,9 +18030,9 @@
       }
     },
     "node_modules/semver": {
-      "version": "7.7.2",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.2.tgz",
-      "integrity": "sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA==",
+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
       "license": "ISC",
       "bin": {
         "semver": "bin/semver.js"
@@ -17591,9 +18739,9 @@
       }
     },
     "node_modules/string-width/node_modules/emoji-regex": {
-      "version": "10.5.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-10.5.0.tgz",
-      "integrity": "sha512-lb49vf1Xzfx080OKA0o6l8DQQpV+6Vg95zyCJX9VB/BqKYlhG7N4wgROUUHRA+ZPUefLnteQOad7z1kT2bV7bg==",
+      "version": "10.6.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-10.6.0.tgz",
+      "integrity": "sha512-toUI84YS5YmxW219erniWD0CIVOo46xGKColeNQRgOzDorgBi1v4D71/OFzgD9GO2UGKIv1C3Sp8DAn0+j5w7A==",
       "dev": true,
       "license": "MIT"
     },
@@ -17808,18 +18956,18 @@
       }
     },
     "node_modules/style-to-js": {
-      "version": "1.1.17",
-      "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.17.tgz",
-      "integrity": "sha512-xQcBGDxJb6jjFCTzvQtfiPn6YvvP2O8U1MDIPNfJQlWMYfktPy+iGsHE7cssjs7y84d9fQaK4UF3RIJaAHSoYA==",
+      "version": "1.1.18",
+      "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.18.tgz",
+      "integrity": "sha512-JFPn62D4kJaPTnhFUI244MThx+FEGbi+9dw1b9yBBQ+1CZpV7QAT8kUtJ7b7EUNdHajjF/0x8fT+16oLJoojLg==",
       "license": "MIT",
       "dependencies": {
-        "style-to-object": "1.0.9"
+        "style-to-object": "1.0.11"
       }
     },
     "node_modules/style-to-object": {
-      "version": "1.0.9",
-      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.9.tgz",
-      "integrity": "sha512-G4qppLgKu/k6FwRpHiGiKPaPTFcG3g4wNVX/Qsfu+RqQM30E7Tyu/TEgxcL9PNLF5pdRLwQdE3YKKf+KF2Dzlw==",
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.11.tgz",
+      "integrity": "sha512-5A560JmXr7wDyGLK12Nq/EYS38VkGlglVzkis1JEdbGWSnbQIEhZzTJhzURXN5/8WwwFCs/f/VVcmkTppbXLow==",
       "license": "MIT",
       "dependencies": {
         "inline-style-parser": "0.2.4"
@@ -17956,9 +19104,9 @@
       }
     },
     "node_modules/tapable": {
-      "version": "2.2.3",
-      "resolved": "https://registry.npmjs.org/tapable/-/tapable-2.2.3.tgz",
-      "integrity": "sha512-ZL6DDuAlRlLGghwcfmSn9sK3Hr6ArtyudlSAiCqQ6IfE+b+HHbydbYDIG15IfS5do+7XQQBdBiubF/cV2dnDzg==",
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/tapable/-/tapable-2.3.0.tgz",
+      "integrity": "sha512-g9ljZiwki/LfxmQADO3dEY1CbpmXT5Hm2fJ+QaGKwSXUylMybePR7/67YW7jOrrvjEgL1Fmz5kzyAjWVWLlucg==",
       "license": "MIT",
       "engines": {
         "node": ">=6"
@@ -18080,22 +19228,22 @@
       }
     },
     "node_modules/tldts": {
-      "version": "7.0.16",
-      "resolved": "https://registry.npmjs.org/tldts/-/tldts-7.0.16.tgz",
-      "integrity": "sha512-5bdPHSwbKTeHmXrgecID4Ljff8rQjv7g8zKQPkCozRo2HWWni+p310FSn5ImI+9kWw9kK4lzOB5q/a6iv0IJsw==",
+      "version": "7.0.17",
+      "resolved": "https://registry.npmjs.org/tldts/-/tldts-7.0.17.tgz",
+      "integrity": "sha512-Y1KQBgDd/NUc+LfOtKS6mNsC9CCaH+m2P1RoIZy7RAPo3C3/t8X45+zgut31cRZtZ3xKPjfn3TkGTrctC2TQIQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "tldts-core": "^7.0.16"
+        "tldts-core": "^7.0.17"
       },
       "bin": {
         "tldts": "bin/cli.js"
       }
     },
     "node_modules/tldts-core": {
-      "version": "7.0.16",
-      "resolved": "https://registry.npmjs.org/tldts-core/-/tldts-core-7.0.16.tgz",
-      "integrity": "sha512-XHhPmHxphLi+LGbH0G/O7dmUH9V65OY20R7vH8gETHsp5AZCjBk9l8sqmRKLaGOxnETU7XNSDUPtewAy/K6jbA==",
+      "version": "7.0.17",
+      "resolved": "https://registry.npmjs.org/tldts-core/-/tldts-core-7.0.17.tgz",
+      "integrity": "sha512-DieYoGrP78PWKsrXr8MZwtQ7GLCUeLxihtjC1jZsW1DnvSMdKPitJSe8OSYDM2u5H6g3kWJZpePqkp43TfLh0g==",
       "dev": true,
       "license": "MIT"
     },
@@ -18122,6 +19270,26 @@
         "node": ">=0.6"
       }
     },
+    "node_modules/topojson-client": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/topojson-client/-/topojson-client-3.1.0.tgz",
+      "integrity": "sha512-605uxS6bcYxGXw9qi62XyrV6Q3xwbndjachmNxu8HWTtVPxZfEJN9fd/SZS1Q54Sn2y0TMyMxFj/cJINqGHrKw==",
+      "license": "ISC",
+      "dependencies": {
+        "commander": "2"
+      },
+      "bin": {
+        "topo2geo": "bin/topo2geo",
+        "topomerge": "bin/topomerge",
+        "topoquantize": "bin/topoquantize"
+      }
+    },
+    "node_modules/topojson-client/node_modules/commander": {
+      "version": "2.20.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
+      "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==",
+      "license": "MIT"
+    },
     "node_modules/tough-cookie": {
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-6.0.0.tgz",
@@ -18405,9 +19573,9 @@
       }
     },
     "node_modules/unist-util-is": {
-      "version": "6.0.0",
-      "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-6.0.0.tgz",
-      "integrity": "sha512-2qCTHimwdxLfz+YzdGfkqNlH0tLi9xjTnHddPmJwtIG9MGsdbutfTc4P+haPD7l7Cjxf/WZj+we5qfVPvvxfYw==",
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-6.0.1.tgz",
+      "integrity": "sha512-LsiILbtBETkDz8I9p1dQ0uyRUWuaQzd/cuEeS1hoRSyW5E5XGmTzlwY1OrNzzakGowI9Dr/I8HVaw4hTtnxy8g==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0"
@@ -18459,9 +19627,9 @@
       }
     },
     "node_modules/unist-util-visit-parents": {
-      "version": "6.0.1",
-      "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.1.tgz",
-      "integrity": "sha512-L/PqWzfTP9lzzEa6CKs0k2nARxTdZduw3zyh8d2NVBnsyvHjSX4TWse388YrrQKbvI8w20fGjGlhgT96WwKykw==",
+      "version": "6.0.2",
+      "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.2.tgz",
+      "integrity": "sha512-goh1s1TBrqSqukSc8wrjwWhL0hiJxgA8m4kFxGlQ+8FYQ3C/m11FcTs4YYem7V664AhHVvgoQLk890Ssdsr2IQ==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -18667,9 +19835,9 @@
       }
     },
     "node_modules/use-sync-external-store": {
-      "version": "1.5.0",
-      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.5.0.tgz",
-      "integrity": "sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==",
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
+      "integrity": "sha512-Pp6GSwGP/NrPIrxVFAIkOQeyw8lFenOHijQWkUTrDvrF4ALqylP2C/KCkeS9dpUM3KvYRQhna5vt7IL95+ZQ9w==",
       "license": "MIT",
       "peerDependencies": {
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
@@ -18879,6 +20047,12 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/world-atlas": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/world-atlas/-/world-atlas-2.0.2.tgz",
+      "integrity": "sha512-IXfV0qwlKXpckz1FhwXVwKRjiIhOnWttOskm5CtxMsjgE/MXAYRHWJqgXOpM8IkcPBoXnyTU5lFHcYa5ChG0LQ==",
+      "license": "ISC"
+    },
     "node_modules/wrap-ansi": {
       "version": "9.0.2",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-9.0.2.tgz",
diff --git a/ui/package.json b/ui/package.json
index c491fb4ba7..ee103a6f45 100644
--- a/ui/package.json
+++ b/ui/package.json
@@ -50,6 +50,7 @@
     "alert": "6.0.2",
     "class-variance-authority": "0.7.1",
     "clsx": "2.1.1",
+    "d3": "7.9.0",
     "date-fns": "4.1.0",
     "framer-motion": "11.18.2",
     "intl-messageformat": "10.7.16",
@@ -72,17 +73,21 @@
     "sharp": "0.33.5",
     "tailwind-merge": "3.3.1",
     "tailwindcss-animate": "1.0.7",
+    "topojson-client": "3.1.0",
     "tw-animate-css": "1.4.0",
     "uuid": "11.1.0",
+    "world-atlas": "2.0.2",
     "zod": "4.1.11",
     "zustand": "5.0.8"
   },
   "devDependencies": {
     "@iconify/react": "5.2.1",
+    "@types/d3": "7.4.3",
     "@playwright/test": "1.56.1",
     "@types/node": "20.5.7",
     "@types/react": "19.1.13",
     "@types/react-dom": "19.1.9",
+    "@types/topojson-client": "3.1.5",
     "@types/uuid": "10.0.0",
     "@typescript-eslint/eslint-plugin": "7.18.0",
     "@typescript-eslint/parser": "7.18.0",
diff --git a/ui/styles/globals.css b/ui/styles/globals.css
index 8209e59934..3265d97c4f 100644
--- a/ui/styles/globals.css
+++ b/ui/styles/globals.css
@@ -1,8 +1,59 @@
 @import "tailwindcss";
 @config "../tailwind.config.js";
 
+@theme {
+  /* Chart Severity Colors - Dark Theme */
+  --chart-info: #2e51b2;
+  --chart-warning: #fdd34f;
+  --chart-warning-emphasis: #ff7d19;
+  --chart-danger: #ff3077;
+  --chart-danger-emphasis: #971348;
+
+  /* Chart Status Colors */
+  --chart-success-color: #86da26;
+  --chart-fail: #db2b49;
+
+  /* Chart Radar Colors */
+  --chart-radar-primary: #b51c80;
+  --chart-radar-primary-rgb: 181 28 128;
+
+  /* Chart Provider Colors */
+  --chart-provider-aws: #ff9900;
+  --chart-provider-azure: #00bcd4;
+  --chart-provider-google: #EA4335;
+
+  /* Chart UI Colors - Dark Theme (defaults) */
+  --chart-text-primary: #ffffff;
+  --chart-text-secondary: #94a3b8;
+  --chart-border: #475569;
+  --chart-border-emphasis: #334155;
+  --chart-background: #1e293b;
+
+  /* Chart Alert Colors */
+  --chart-alert-bg: #432232;
+  --chart-alert-text: #f54280;
+}
+
 @layer base {
   :root {
+    /* Light Theme Chart Colors */
+    --chart-info: #1e40af;
+    --chart-warning: #d97706;
+    --chart-warning-emphasis: #dc2626;
+    --chart-danger: #dc2626;
+    --chart-danger-emphasis: #991b1b;
+    --chart-success-color: #16a34a;
+    --chart-fail: #dc2626;
+    --chart-radar-primary: #9d174d;
+    --chart-text-primary: #1f2937;
+    --chart-text-secondary: #6b7280;
+    --chart-border: #d1d5db;
+    --chart-border-emphasis: #9ca3af;
+    --chart-background: #f9fafb;
+    --chart-alert-bg: #fecdd3;
+    --chart-alert-text: #be123c;
+
+    /* Chart HSL values */
     --chart-success: 146 80% 35%;
     --chart-fail: 339 90% 51%;
     --chart-muted: 45 93% 47%;
@@ -17,6 +68,24 @@
   }
 
   .dark {
+    /* Dark Theme Chart Colors */
+    --chart-info: #2e51b2;
+    --chart-warning: #fdd34f;
+    --chart-warning-emphasis: #ff7d19;
+    --chart-danger: #ff3077;
+    --chart-danger-emphasis: #971348;
+    --chart-success-color: #86da26;
+    --chart-fail: #db2b49;
+    --chart-radar-primary: #b51c80;
+    --chart-text-primary: #ffffff;
+    --chart-text-secondary: #94a3b8;
+    --chart-border: #475569;
+    --chart-border-emphasis: #334155;
+    --chart-background: #1e293b;
+    --chart-alert-bg: #432232;
+    --chart-alert-text: #f54280;
+
+    /* Chart HSL values */
     --chart-success: 146 80% 35%;
     --chart-fail: 339 90% 51%;
     --chart-muted: 45 93% 47%;
@@ -56,6 +125,7 @@
     transform-box: fill-box;
     transform-origin: center;
   }
+
 }
 
 @layer base {

From 9f372902addb5a8394d220e1f1b24d2857cbf80a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pedro=20Mart=C3=ADn?= <pedromarting3@gmail.com>
Date: Wed, 22 Oct 2025 15:59:56 +0200
Subject: [PATCH 02/11] feat(threatscore): support compliance pdf reporting
 (#8867)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Sergio Garcia <hello@mistercloudsec.com>
Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>
Co-authored-by: Víctor Fernández Poyatos <victor@prowler.com>
---
 .gitignore                                    |    3 +
 api/CHANGELOG.md                              |    1 +
 api/poetry.lock                               |  529 ++++++-
 api/pyproject.toml                            |    4 +-
 api/src/backend/api/v1/views.py               |   61 +
 .../tasks/assets/fonts/FiraCode-Regular.ttf   |  Bin 0 -> 188500 bytes
 .../assets/fonts/PlusJakartaSans-Regular.ttf  |  Bin 0 -> 94760 bytes
 .../backend/tasks/assets/img/prowler_logo.png |  Bin 0 -> 24198 bytes
 api/src/backend/tasks/jobs/export.py          |   11 +-
 api/src/backend/tasks/jobs/report.py          | 1332 +++++++++++++++++
 api/src/backend/tasks/tasks.py                |   34 +-
 api/src/backend/tasks/tests/test_export.py    |    8 +-
 api/src/backend/tasks/tests/test_report.py    |  957 ++++++++++++
 api/src/backend/tasks/tests/test_tasks.py     |  186 ++-
 ui/CHANGELOG.md                               |    1 +
 ui/actions/scans/scans.ts                     |   42 +
 .../compliance/[compliancetitle]/page.tsx     |   27 +-
 .../threatscore-download-button.tsx           |   45 +
 ui/app/(prowler)/compliance/page.tsx          |  107 +-
 .../compliance-header/data-compliance.tsx     |    4 +-
 ui/components/compliance/index.ts             |    2 +
 .../compliance/threatscore-badge.tsx          |  148 ++
 ui/components/compliance/threatscore-logo.tsx |   79 +
 ui/lib/compliance/threatscore-calculator.ts   |   69 +
 ui/lib/helper.ts                              |   49 +-
 25 files changed, 3587 insertions(+), 112 deletions(-)
 create mode 100644 api/src/backend/tasks/assets/fonts/FiraCode-Regular.ttf
 create mode 100644 api/src/backend/tasks/assets/fonts/PlusJakartaSans-Regular.ttf
 create mode 100644 api/src/backend/tasks/assets/img/prowler_logo.png
 create mode 100644 api/src/backend/tasks/jobs/report.py
 create mode 100644 api/src/backend/tasks/tests/test_report.py
 create mode 100644 ui/app/(prowler)/compliance/[compliancetitle]/threatscore-download-button.tsx
 create mode 100644 ui/components/compliance/threatscore-badge.tsx
 create mode 100644 ui/components/compliance/threatscore-logo.tsx
 create mode 100644 ui/lib/compliance/threatscore-calculator.ts

diff --git a/.gitignore b/.gitignore
index 4b39b18b83..74dcdac26a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -83,3 +83,6 @@ CLAUDE.md
 # MCP Server
 mcp_server/prowler_mcp_server/prowler_app/server.py
 mcp_server/prowler_mcp_server/prowler_app/utils/schema.yaml
+
+# Compliance report
+*.pdf
diff --git a/api/CHANGELOG.md b/api/CHANGELOG.md
index bdbcdcda6d..be3eacf644 100644
--- a/api/CHANGELOG.md
+++ b/api/CHANGELOG.md
@@ -12,6 +12,7 @@ All notable changes to the **Prowler API** are documented in this file.
 - API Key support [(#8805)](https://github.com/prowler-cloud/prowler/pull/8805)
 - SAML role mapping protection for single-admin tenants to prevent accidental lockout [(#8882)](https://github.com/prowler-cloud/prowler/pull/8882)
 - Support for `passed_findings` and `total_findings` fields in compliance requirement overview for accurate Prowler ThreatScore calculation [(#8582)](https://github.com/prowler-cloud/prowler/pull/8582)
+- PDF reporting for Prowler ThreatScore [(#8867)](https://github.com/prowler-cloud/prowler/pull/8867)
 - Database read replica support [(#8869)](https://github.com/prowler-cloud/prowler/pull/8869)
 - Support Common Cloud Controls for AWS, Azure and GCP [(#8000)](https://github.com/prowler-cloud/prowler/pull/8000)
 - Add `provider_id__in` filter support to findings and findings severity overview endpoints [(#8951)](https://github.com/prowler-cloud/prowler/pull/8951)
diff --git a/api/poetry.lock b/api/poetry.lock
index 61929f3bdc..40313d9fa5 100644
--- a/api/poetry.lock
+++ b/api/poetry.lock
@@ -1256,6 +1256,98 @@ files = [
     {file = "contextlib2-21.6.0.tar.gz", hash = "sha256:ab1e2bfe1d01d968e1b7e8d9023bc51ef3509bba217bb730cee3827e1ee82869"},
 ]
 
+[[package]]
+name = "contourpy"
+version = "1.3.3"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
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+]
+
+[package.dependencies]
+numpy = ">=1.25"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
+
 [[package]]
 name = "coverage"
 version = "7.5.4"
@@ -1390,6 +1482,22 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.1)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
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 [[package]]
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 version = "3.1.1"
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 async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
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 [[package]]
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 version = "1.5.1"
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 referencing = ">=0.31.0"
 
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 tests = ["pytest", "simplejson"]
 
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+    {file = "pillow-11.3.0.tar.gz", hash = "sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+test-arrow = ["pyarrow"]
+tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
+xmp = ["defusedxml"]
+
 [[package]]
 name = "platformdirs"
 version = "4.3.8"
@@ -5016,6 +5520,29 @@ attrs = ">=22.2.0"
 rpds-py = ">=0.7.0"
 typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
+[[package]]
+name = "reportlab"
+version = "4.4.4"
+description = "The Reportlab Toolkit"
+optional = false
+python-versions = "<4,>=3.9"
+groups = ["main"]
+files = [
+    {file = "reportlab-4.4.4-py3-none-any.whl", hash = "sha256:299b3b0534e7202bb94ed2ddcd7179b818dcda7de9d8518a57c85a58a1ebaadb"},
+    {file = "reportlab-4.4.4.tar.gz", hash = "sha256:cb2f658b7f4a15be2cc68f7203aa67faef67213edd4f2d4bdd3eb20dab75a80d"},
+]
+
+[package.dependencies]
+charset-normalizer = "*"
+pillow = ">=9.0.0"
+
+[package.extras]
+accel = ["rl_accel (>=0.9.0,<1.1)"]
+bidi = ["rlbidi"]
+pycairo = ["freetype-py (>=2.3.0,<2.4)", "rlPyCairo (>=0.2.0,<1)"]
+renderpm = ["rl_renderPM (>=4.0.3,<4.1)"]
+shaping = ["uharfbuzz"]
+
 [[package]]
 name = "requests"
 version = "2.32.5"
@@ -6259,4 +6786,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "03442fd4673006c5a74374f90f53621fd1c9d117279fe6cc0355ef833eb7f9bb"
+content-hash = "3c9164d668d37d6373eb5200bbe768232ead934d9312b9c68046b1df922789f3"
diff --git a/api/pyproject.toml b/api/pyproject.toml
index d7ef074e36..b1cd4af120 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -33,7 +33,9 @@ dependencies = [
   "xmlsec==1.3.14",
   "h2 (==4.3.0)",
   "markdown (>=3.9,<4.0)",
-  "drf-simple-apikey (==2.2.1)"
+  "drf-simple-apikey (==2.2.1)",
+  "matplotlib (>=3.10.6,<4.0.0)",
+  "reportlab (>=4.4.4,<5.0.0)"
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
diff --git a/api/src/backend/api/v1/views.py b/api/src/backend/api/v1/views.py
index 6e561ff969..d24c68ccc4 100644
--- a/api/src/backend/api/v1/views.py
+++ b/api/src/backend/api/v1/views.py
@@ -1593,6 +1593,25 @@ class ProviderViewSet(BaseRLSViewSet):
         },
         request=None,
     ),
+    threatscore=extend_schema(
+        tags=["Scan"],
+        summary="Retrieve threatscore report",
+        description="Download a specific threatscore report (e.g., 'prowler_threatscore_aws') as a PDF file.",
+        request=None,
+        responses={
+            200: OpenApiResponse(
+                description="PDF file containing the threatscore report"
+            ),
+            202: OpenApiResponse(description="The task is in progress"),
+            401: OpenApiResponse(
+                description="API key missing or user not Authenticated"
+            ),
+            403: OpenApiResponse(description="There is a problem with credentials"),
+            404: OpenApiResponse(
+                description="The scan has no threatscore reports, or the threatscore report generation task has not started yet"
+            ),
+        },
+    ),
 )
 @method_decorator(CACHE_DECORATOR, name="list")
 @method_decorator(CACHE_DECORATOR, name="retrieve")
@@ -1649,6 +1668,9 @@ class ScanViewSet(BaseRLSViewSet):
             if hasattr(self, "response_serializer_class"):
                 return self.response_serializer_class
             return ScanComplianceReportSerializer
+        elif self.action == "threatscore":
+            if hasattr(self, "response_serializer_class"):
+                return self.response_serializer_class
         return super().get_serializer_class()
 
     def partial_update(self, request, *args, **kwargs):
@@ -1880,6 +1902,45 @@ class ScanViewSet(BaseRLSViewSet):
         content, filename = loader
         return self._serve_file(content, filename, "text/csv")
 
+    @action(
+        detail=True,
+        methods=["get"],
+        url_name="threatscore",
+    )
+    def threatscore(self, request, pk=None):
+        scan = self.get_object()
+        running_resp = self._get_task_status(scan)
+        if running_resp:
+            return running_resp
+
+        if not scan.output_location:
+            return Response(
+                {
+                    "detail": "The scan has no reports, or the threatscore report generation task has not started yet."
+                },
+                status=status.HTTP_404_NOT_FOUND,
+            )
+
+        if scan.output_location.startswith("s3://"):
+            bucket = env.str("DJANGO_OUTPUT_S3_AWS_OUTPUT_BUCKET", "")
+            key_prefix = scan.output_location.removeprefix(f"s3://{bucket}/")
+            prefix = os.path.join(
+                os.path.dirname(key_prefix),
+                "threatscore",
+                "*_threatscore_report.pdf",
+            )
+            loader = self._load_file(prefix, s3=True, bucket=bucket, list_objects=True)
+        else:
+            base = os.path.dirname(scan.output_location)
+            pattern = os.path.join(base, "threatscore", "*_threatscore_report.pdf")
+            loader = self._load_file(pattern, s3=False)
+
+        if isinstance(loader, Response):
+            return loader
+
+        content, filename = loader
+        return self._serve_file(content, filename, "application/pdf")
+
     def create(self, request, *args, **kwargs):
         input_serializer = self.get_serializer(data=request.data)
         input_serializer.is_valid(raise_exception=True)
diff --git a/api/src/backend/tasks/assets/fonts/FiraCode-Regular.ttf b/api/src/backend/tasks/assets/fonts/FiraCode-Regular.ttf
new file mode 100644
index 0000000000000000000000000000000000000000..3a57209a97f2880b3d5f643c75999a8f777059eb
GIT binary patch
literal 188500
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HcmV?d00001

diff --git a/api/src/backend/tasks/jobs/export.py b/api/src/backend/tasks/jobs/export.py
index 782e06e2b9..f9a4020225 100644
--- a/api/src/backend/tasks/jobs/export.py
+++ b/api/src/backend/tasks/jobs/export.py
@@ -229,7 +229,7 @@ def _upload_to_s3(tenant_id: str, zip_path: str, scan_id: str) -> str | None:
 
 def _generate_output_directory(
     output_directory, prowler_provider: object, tenant_id: str, scan_id: str
-) -> tuple[str, str]:
+) -> tuple[str, str, str]:
     """
     Generate a file system path for the output directory of a prowler scan.
 
@@ -256,6 +256,7 @@ def _generate_output_directory(
         >>> _generate_output_directory("/tmp", "aws", "tenant-1234", "scan-5678")
         '/tmp/tenant-1234/aws/scan-5678/prowler-output-2023-02-15T12:34:56',
         '/tmp/tenant-1234/aws/scan-5678/compliance/prowler-output-2023-02-15T12:34:56'
+        '/tmp/tenant-1234/aws/scan-5678/threatscore/prowler-output-2023-02-15T12:34:56'
     """
     # Sanitize the prowler provider name to ensure it is a valid directory name
     prowler_provider_sanitized = re.sub(r"[^\w\-]", "-", prowler_provider)
@@ -276,4 +277,10 @@ def _generate_output_directory(
     )
     os.makedirs("/".join(compliance_path.split("/")[:-1]), exist_ok=True)
 
-    return path, compliance_path
+    threatscore_path = (
+        f"{output_directory}/{tenant_id}/{scan_id}/threatscore/prowler-output-"
+        f"{prowler_provider_sanitized}-{timestamp}"
+    )
+    os.makedirs("/".join(threatscore_path.split("/")[:-1]), exist_ok=True)
+
+    return path, compliance_path, threatscore_path
diff --git a/api/src/backend/tasks/jobs/report.py b/api/src/backend/tasks/jobs/report.py
new file mode 100644
index 0000000000..fc589f513d
--- /dev/null
+++ b/api/src/backend/tasks/jobs/report.py
@@ -0,0 +1,1332 @@
+import io
+import os
+from collections import defaultdict
+from pathlib import Path
+from shutil import rmtree
+
+import matplotlib.pyplot as plt
+from celery.utils.log import get_task_logger
+from config.django.base import DJANGO_FINDINGS_BATCH_SIZE, DJANGO_TMP_OUTPUT_DIRECTORY
+from django.db.models import Count, Q
+from reportlab.lib import colors
+from reportlab.lib.enums import TA_CENTER
+from reportlab.lib.pagesizes import letter
+from reportlab.lib.styles import ParagraphStyle, getSampleStyleSheet
+from reportlab.lib.units import inch
+from reportlab.pdfbase import pdfmetrics
+from reportlab.pdfbase.ttfonts import TTFont
+from reportlab.pdfgen import canvas
+from reportlab.platypus import (
+    Image,
+    PageBreak,
+    Paragraph,
+    SimpleDocTemplate,
+    Spacer,
+    Table,
+    TableStyle,
+)
+from tasks.jobs.export import _generate_output_directory, _upload_to_s3
+from tasks.utils import batched
+
+from api.db_router import READ_REPLICA_ALIAS
+from api.db_utils import rls_transaction
+from api.models import Finding, Provider, ScanSummary, StatusChoices
+from api.utils import initialize_prowler_provider
+from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.outputs.finding import Finding as FindingOutput
+
+pdfmetrics.registerFont(
+    TTFont(
+        "PlusJakartaSans",
+        os.path.join(
+            os.path.dirname(__file__), "../assets/fonts/PlusJakartaSans-Regular.ttf"
+        ),
+    )
+)
+
+pdfmetrics.registerFont(
+    TTFont(
+        "FiraCode",
+        os.path.join(os.path.dirname(__file__), "../assets/fonts/FiraCode-Regular.ttf"),
+    )
+)
+
+logger = get_task_logger(__name__)
+
+
+def _create_pdf_styles() -> dict[str, ParagraphStyle]:
+    """
+    Create and return PDF paragraph styles used throughout the report.
+
+    Returns:
+        dict[str, ParagraphStyle]: A dictionary containing the following styles:
+            - 'title': Title style with prowler green color
+            - 'h1': Heading 1 style with blue color and background
+            - 'h2': Heading 2 style with light blue color
+            - 'h3': Heading 3 style for sub-headings
+            - 'normal': Normal text style with left indent
+            - 'normal_center': Normal text style without indent
+    """
+    styles = getSampleStyleSheet()
+    prowler_dark_green = colors.Color(0.1, 0.5, 0.2)
+
+    title_style = ParagraphStyle(
+        "CustomTitle",
+        parent=styles["Title"],
+        fontSize=24,
+        textColor=prowler_dark_green,
+        spaceAfter=20,
+        fontName="PlusJakartaSans",
+        alignment=TA_CENTER,
+    )
+
+    h1 = ParagraphStyle(
+        "CustomH1",
+        parent=styles["Heading1"],
+        fontSize=18,
+        textColor=colors.Color(0.2, 0.4, 0.6),
+        spaceBefore=20,
+        spaceAfter=12,
+        fontName="PlusJakartaSans",
+        leftIndent=0,
+        borderWidth=2,
+        borderColor=colors.Color(0.2, 0.4, 0.6),
+        borderPadding=8,
+        backColor=colors.Color(0.95, 0.97, 1.0),
+    )
+
+    h2 = ParagraphStyle(
+        "CustomH2",
+        parent=styles["Heading2"],
+        fontSize=14,
+        textColor=colors.Color(0.3, 0.5, 0.7),
+        spaceBefore=15,
+        spaceAfter=8,
+        fontName="PlusJakartaSans",
+        leftIndent=10,
+        borderWidth=1,
+        borderColor=colors.Color(0.7, 0.8, 0.9),
+        borderPadding=5,
+        backColor=colors.Color(0.98, 0.99, 1.0),
+    )
+
+    h3 = ParagraphStyle(
+        "CustomH3",
+        parent=styles["Heading3"],
+        fontSize=12,
+        textColor=colors.Color(0.4, 0.6, 0.8),
+        spaceBefore=10,
+        spaceAfter=6,
+        fontName="PlusJakartaSans",
+        leftIndent=20,
+    )
+
+    normal = ParagraphStyle(
+        "CustomNormal",
+        parent=styles["Normal"],
+        fontSize=10,
+        textColor=colors.Color(0.2, 0.2, 0.2),
+        spaceBefore=4,
+        spaceAfter=4,
+        leftIndent=30,
+        fontName="PlusJakartaSans",
+    )
+
+    normal_center = ParagraphStyle(
+        "CustomNormalCenter",
+        parent=styles["Normal"],
+        fontSize=10,
+        textColor=colors.Color(0.2, 0.2, 0.2),
+        fontName="PlusJakartaSans",
+    )
+
+    return {
+        "title": title_style,
+        "h1": h1,
+        "h2": h2,
+        "h3": h3,
+        "normal": normal,
+        "normal_center": normal_center,
+    }
+
+
+def _create_risk_component(risk_level: int, weight: int, score: int = 0) -> Table:
+    """
+    Create a visual risk component table for the PDF report.
+
+    Args:
+        risk_level (int): The risk level (0-5), where higher values indicate higher risk.
+        weight (int): The weight of the risk component.
+        score (int): The calculated score. Defaults to 0.
+
+    Returns:
+        Table: A ReportLab Table object with colored cells representing risk, weight, and score.
+    """
+    if risk_level >= 4:
+        risk_color = colors.Color(0.8, 0.2, 0.2)
+    elif risk_level >= 3:
+        risk_color = colors.Color(0.9, 0.6, 0.2)
+    elif risk_level >= 2:
+        risk_color = colors.Color(0.9, 0.9, 0.2)
+    else:
+        risk_color = colors.Color(0.2, 0.8, 0.2)
+
+    if weight <= 50:
+        weight_color = colors.Color(0.2, 0.8, 0.2)
+    elif weight <= 100:
+        weight_color = colors.Color(0.9, 0.9, 0.2)
+    else:
+        weight_color = colors.Color(0.8, 0.2, 0.2)
+
+    score_color = colors.Color(0.4, 0.4, 0.4)
+
+    data = [
+        [
+            "Risk Level:",
+            str(risk_level),
+            "Weight:",
+            str(weight),
+            "Score:",
+            str(score),
+        ]
+    ]
+
+    table = Table(
+        data,
+        colWidths=[
+            0.8 * inch,
+            0.4 * inch,
+            0.6 * inch,
+            0.4 * inch,
+            0.5 * inch,
+            0.4 * inch,
+        ],
+    )
+
+    table.setStyle(
+        TableStyle(
+            [
+                ("BACKGROUND", (0, 0), (0, 0), colors.Color(0.9, 0.9, 0.9)),
+                ("BACKGROUND", (1, 0), (1, 0), risk_color),
+                ("TEXTCOLOR", (1, 0), (1, 0), colors.white),
+                ("FONTNAME", (1, 0), (1, 0), "FiraCode"),
+                ("BACKGROUND", (2, 0), (2, 0), colors.Color(0.9, 0.9, 0.9)),
+                ("BACKGROUND", (3, 0), (3, 0), weight_color),
+                ("TEXTCOLOR", (3, 0), (3, 0), colors.white),
+                ("FONTNAME", (3, 0), (3, 0), "FiraCode"),
+                ("BACKGROUND", (4, 0), (4, 0), colors.Color(0.9, 0.9, 0.9)),
+                ("BACKGROUND", (5, 0), (5, 0), score_color),
+                ("TEXTCOLOR", (5, 0), (5, 0), colors.white),
+                ("FONTNAME", (5, 0), (5, 0), "FiraCode"),
+                ("ALIGN", (0, 0), (-1, -1), "CENTER"),
+                ("VALIGN", (0, 0), (-1, -1), "MIDDLE"),
+                ("FONTSIZE", (0, 0), (-1, -1), 10),
+                ("GRID", (0, 0), (-1, -1), 0.5, colors.black),
+                ("LEFTPADDING", (0, 0), (-1, -1), 6),
+                ("RIGHTPADDING", (0, 0), (-1, -1), 6),
+                ("TOPPADDING", (0, 0), (-1, -1), 8),
+                ("BOTTOMPADDING", (0, 0), (-1, -1), 8),
+            ]
+        )
+    )
+
+    return table
+
+
+def _create_status_component(status: str) -> Table:
+    """
+    Create a visual status component with colored background.
+
+    Args:
+        status (str): The status value (e.g., "PASS", "FAIL", "MANUAL").
+
+    Returns:
+        Table: A ReportLab Table object displaying the status with appropriate color coding.
+    """
+    if status.upper() == "PASS":
+        status_color = colors.Color(0.2, 0.8, 0.2)
+    elif status.upper() == "FAIL":
+        status_color = colors.Color(0.8, 0.2, 0.2)
+    else:
+        status_color = colors.Color(0.4, 0.4, 0.4)
+
+    data = [["State:", status.upper()]]
+
+    table = Table(data, colWidths=[0.6 * inch, 0.8 * inch])
+
+    table.setStyle(
+        TableStyle(
+            [
+                ("BACKGROUND", (0, 0), (0, 0), colors.Color(0.9, 0.9, 0.9)),
+                ("FONTNAME", (0, 0), (0, 0), "PlusJakartaSans"),
+                ("BACKGROUND", (1, 0), (1, 0), status_color),
+                ("TEXTCOLOR", (1, 0), (1, 0), colors.white),
+                ("FONTNAME", (1, 0), (1, 0), "FiraCode"),
+                ("ALIGN", (0, 0), (-1, -1), "CENTER"),
+                ("VALIGN", (0, 0), (-1, -1), "MIDDLE"),
+                ("FONTSIZE", (0, 0), (-1, -1), 12),
+                ("GRID", (0, 0), (-1, -1), 0.5, colors.black),
+                ("LEFTPADDING", (0, 0), (-1, -1), 8),
+                ("RIGHTPADDING", (0, 0), (-1, -1), 8),
+                ("TOPPADDING", (0, 0), (-1, -1), 10),
+                ("BOTTOMPADDING", (0, 0), (-1, -1), 10),
+            ]
+        )
+    )
+
+    return table
+
+
+def _create_section_score_chart(
+    requirements_list: list[dict], attributes_by_requirement_id: dict
+) -> io.BytesIO:
+    """
+    Create a bar chart showing compliance score by section using ThreatScore formula.
+
+    Args:
+        requirements_list (list[dict]): List of requirement dictionaries with status and findings data.
+        attributes_by_requirement_id (dict): Mapping of requirement IDs to their attributes including risk level and weight.
+
+    Returns:
+        io.BytesIO: A BytesIO buffer containing the chart image in PNG format.
+    """
+    # Define expected sections
+    expected_sections = [
+        "1. IAM",
+        "2. Attack Surface",
+        "3. Logging and Monitoring",
+        "4. Encryption",
+    ]
+
+    # Initialize all expected sections with default values
+    sections_data = {
+        section: {
+            "numerator": 0,
+            "denominator": 0,
+            "has_findings": False,
+        }
+        for section in expected_sections
+    }
+
+    # Collect data from requirements
+    for requirement in requirements_list:
+        requirement_id = requirement["id"]
+        requirement_attributes = attributes_by_requirement_id.get(requirement_id, {})
+
+        metadata = requirement_attributes.get("attributes", {}).get(
+            "req_attributes", []
+        )
+        if metadata:
+            m = metadata[0]
+            section = getattr(m, "Section", "Unknown")
+
+            # Add section if not in expected list (for flexibility)
+            if section not in sections_data:
+                sections_data[section] = {
+                    "numerator": 0,
+                    "denominator": 0,
+                    "has_findings": False,
+                }
+
+            # Get findings data
+            passed_findings = requirement["attributes"].get("passed_findings", 0)
+            total_findings = requirement["attributes"].get("total_findings", 0)
+
+            if total_findings > 0:
+                sections_data[section]["has_findings"] = True
+                risk_level = getattr(m, "LevelOfRisk", 0)
+                weight = getattr(m, "Weight", 0)
+
+                # Calculate using ThreatScore formula from UI
+                rate_i = passed_findings / total_findings
+                rfac_i = 1 + 0.25 * risk_level
+
+                sections_data[section]["numerator"] += (
+                    rate_i * total_findings * weight * rfac_i
+                )
+                sections_data[section]["denominator"] += (
+                    total_findings * weight * rfac_i
+                )
+
+    section_names = []
+    compliance_percentages = []
+
+    for section, data in sections_data.items():
+        if data["has_findings"] and data["denominator"] > 0:
+            compliance_percentage = (data["numerator"] / data["denominator"]) * 100
+        else:
+            compliance_percentage = 100  # No findings = 100% (PASS)
+
+        section_names.append(section)
+        compliance_percentages.append(compliance_percentage)
+
+    # Sort alphabetically by section name
+    sorted_data = sorted(
+        zip(section_names, compliance_percentages),
+        key=lambda x: x[0],
+    )
+    section_names, compliance_percentages = (
+        zip(*sorted_data) if sorted_data else ([], [])
+    )
+
+    fig, ax = plt.subplots(figsize=(12, 8))
+
+    colors_list = []
+    for percentage in compliance_percentages:
+        if percentage >= 80:
+            color = "#4CAF50"
+        elif percentage >= 60:
+            color = "#8BC34A"
+        elif percentage >= 40:
+            color = "#FFEB3B"
+        elif percentage >= 20:
+            color = "#FF9800"
+        else:
+            color = "#F44336"
+        colors_list.append(color)
+
+    bars = ax.bar(section_names, compliance_percentages, color=colors_list)
+
+    ax.set_ylabel("Compliance Score (%)", fontsize=12)
+    ax.set_xlabel("Section", fontsize=12)
+    ax.set_ylim(0, 100)
+
+    for bar, percentage in zip(bars, compliance_percentages):
+        height = bar.get_height()
+        ax.text(
+            bar.get_x() + bar.get_width() / 2.0,
+            height + 1,
+            f"{percentage:.1f}%",
+            ha="center",
+            va="bottom",
+            fontweight="bold",
+        )
+
+    plt.xticks(rotation=45, ha="right")
+
+    ax.grid(True, alpha=0.3, axis="y")
+
+    plt.tight_layout()
+
+    buffer = io.BytesIO()
+    plt.savefig(buffer, format="png", dpi=300, bbox_inches="tight")
+    buffer.seek(0)
+    plt.close()
+
+    return buffer
+
+
+def _add_pdf_footer(canvas_obj: canvas.Canvas, doc: SimpleDocTemplate) -> None:
+    """
+    Add footer with page number and branding to each page of the PDF.
+
+    Args:
+        canvas_obj (canvas.Canvas): The ReportLab canvas object for drawing.
+        doc (SimpleDocTemplate): The document template containing page information.
+    """
+    width, height = doc.pagesize
+    page_num_text = f"Page {doc.page}"
+    canvas_obj.setFont("PlusJakartaSans", 9)
+    canvas_obj.setFillColorRGB(0.4, 0.4, 0.4)
+    canvas_obj.drawString(30, 20, page_num_text)
+    powered_text = "Powered by Prowler"
+    text_width = canvas_obj.stringWidth(powered_text, "PlusJakartaSans", 9)
+    canvas_obj.drawString(width - text_width - 30, 20, powered_text)
+
+
+def _aggregate_requirement_statistics_from_database(
+    tenant_id: str, scan_id: str
+) -> dict[str, dict[str, int]]:
+    """
+    Aggregate finding statistics by check_id using database aggregation.
+
+    This function uses Django ORM aggregation to calculate pass/fail statistics
+    entirely in the database, avoiding the need to load findings into memory.
+
+    Args:
+        tenant_id (str): The tenant ID for Row-Level Security context.
+        scan_id (str): The ID of the scan to retrieve findings for.
+
+    Returns:
+        dict[str, dict[str, int]]: Dictionary mapping check_id to statistics:
+            - 'passed' (int): Number of passed findings for this check
+            - 'total' (int): Total number of findings for this check
+
+    Example:
+        {
+            'aws_iam_user_mfa_enabled': {'passed': 10, 'total': 15},
+            'aws_s3_bucket_public_access': {'passed': 0, 'total': 5}
+        }
+    """
+    requirement_statistics_by_check_id = {}
+
+    with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
+        # Use database aggregation to calculate stats without loading findings into memory
+        aggregated_statistics_queryset = (
+            Finding.all_objects.filter(tenant_id=tenant_id, scan_id=scan_id)
+            .values("check_id")
+            .annotate(
+                total_findings=Count("id"),
+                passed_findings=Count("id", filter=Q(status=StatusChoices.PASS)),
+            )
+        )
+
+        for aggregated_stat in aggregated_statistics_queryset:
+            check_id = aggregated_stat["check_id"]
+            requirement_statistics_by_check_id[check_id] = {
+                "passed": aggregated_stat["passed_findings"],
+                "total": aggregated_stat["total_findings"],
+            }
+
+    logger.info(
+        f"Aggregated statistics for {len(requirement_statistics_by_check_id)} unique checks"
+    )
+    return requirement_statistics_by_check_id
+
+
+def _load_findings_for_requirement_checks(
+    tenant_id: str, scan_id: str, check_ids: list[str], prowler_provider
+) -> dict[str, list[FindingOutput]]:
+    """
+    Load findings for specific check IDs on-demand.
+
+    This function loads only the findings needed for a specific set of checks,
+    minimizing memory usage by avoiding loading all findings at once. This is used
+    when generating detailed findings tables for specific requirements in the PDF.
+
+    Args:
+        tenant_id (str): The tenant ID for Row-Level Security context.
+        scan_id (str): The ID of the scan to retrieve findings for.
+        check_ids (list[str]): List of check IDs to load findings for.
+        prowler_provider: The initialized Prowler provider instance.
+
+    Returns:
+        dict[str, list[FindingOutput]]: Dictionary mapping check_id to list of FindingOutput objects.
+
+    Example:
+        {
+            'aws_iam_user_mfa_enabled': [FindingOutput(...), FindingOutput(...)],
+            'aws_s3_bucket_public_access': [FindingOutput(...)]
+        }
+    """
+    findings_by_check_id = defaultdict(list)
+
+    if not check_ids:
+        return dict(findings_by_check_id)
+
+    logger.info(f"Loading findings for {len(check_ids)} checks on-demand")
+
+    findings_queryset = (
+        Finding.all_objects.filter(
+            tenant_id=tenant_id, scan_id=scan_id, check_id__in=check_ids
+        )
+        .order_by("uid")
+        .iterator()
+    )
+
+    with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
+        for batch, is_last_batch in batched(
+            findings_queryset, DJANGO_FINDINGS_BATCH_SIZE
+        ):
+            for finding_model in batch:
+                finding_output = FindingOutput.transform_api_finding(
+                    finding_model, prowler_provider
+                )
+                findings_by_check_id[finding_output.check_id].append(finding_output)
+
+    total_findings_loaded = sum(
+        len(findings) for findings in findings_by_check_id.values()
+    )
+    logger.info(
+        f"Loaded {total_findings_loaded} findings for {len(findings_by_check_id)} checks"
+    )
+
+    return dict(findings_by_check_id)
+
+
+def _calculate_requirements_data_from_statistics(
+    compliance_obj, requirement_statistics_by_check_id: dict[str, dict[str, int]]
+) -> tuple[dict[str, dict], list[dict]]:
+    """
+    Calculate requirement status and statistics using pre-aggregated database statistics.
+
+    This function uses O(n) lookups with pre-aggregated statistics from the database,
+    avoiding the need to iterate over all findings for each requirement.
+
+    Args:
+        compliance_obj: The compliance framework object containing requirements.
+        requirement_statistics_by_check_id (dict[str, dict[str, int]]): Pre-aggregated statistics
+            mapping check_id to {'passed': int, 'total': int} counts.
+
+    Returns:
+        tuple[dict[str, dict], list[dict]]: A tuple containing:
+            - attributes_by_requirement_id: Dictionary mapping requirement IDs to their attributes.
+            - requirements_list: List of requirement dictionaries with status and statistics.
+    """
+    attributes_by_requirement_id = {}
+    requirements_list = []
+
+    compliance_framework = getattr(compliance_obj, "Framework", "N/A")
+    compliance_version = getattr(compliance_obj, "Version", "N/A")
+
+    for requirement in compliance_obj.Requirements:
+        requirement_id = requirement.Id
+        requirement_description = getattr(requirement, "Description", "")
+        requirement_checks = getattr(requirement, "Checks", [])
+        requirement_attributes = getattr(requirement, "Attributes", [])
+
+        # Store requirement metadata for later use
+        attributes_by_requirement_id[requirement_id] = {
+            "attributes": {
+                "req_attributes": requirement_attributes,
+                "checks": requirement_checks,
+            },
+            "description": requirement_description,
+        }
+
+        # Calculate aggregated passed and total findings for this requirement
+        total_passed_findings = 0
+        total_findings_count = 0
+
+        for check_id in requirement_checks:
+            if check_id in requirement_statistics_by_check_id:
+                check_statistics = requirement_statistics_by_check_id[check_id]
+                total_findings_count += check_statistics["total"]
+                total_passed_findings += check_statistics["passed"]
+
+        # Determine overall requirement status based on findings
+        if total_findings_count > 0:
+            if total_passed_findings == total_findings_count:
+                requirement_status = StatusChoices.PASS
+            else:
+                # Partial pass or complete fail both count as FAIL
+                requirement_status = StatusChoices.FAIL
+        else:
+            # No findings means manual review required
+            requirement_status = StatusChoices.MANUAL
+
+        requirements_list.append(
+            {
+                "id": requirement_id,
+                "attributes": {
+                    "framework": compliance_framework,
+                    "version": compliance_version,
+                    "status": requirement_status,
+                    "description": requirement_description,
+                    "passed_findings": total_passed_findings,
+                    "total_findings": total_findings_count,
+                },
+            }
+        )
+
+    return attributes_by_requirement_id, requirements_list
+
+
+def generate_threatscore_report(
+    tenant_id: str,
+    scan_id: str,
+    compliance_id: str,
+    output_path: str,
+    provider_id: str,
+    only_failed: bool = True,
+    min_risk_level: int = 4,
+) -> None:
+    """
+    Generate a PDF compliance report based on Prowler ThreatScore framework.
+
+    This function creates a comprehensive PDF report containing:
+    - Compliance overview and metadata
+    - Section-by-section compliance scores with charts
+    - Overall ThreatScore calculation
+    - Critical failed requirements
+    - Detailed findings for each requirement
+
+    Args:
+        tenant_id (str): The tenant ID for Row-Level Security context.
+        scan_id (str): ID of the scan executed by Prowler.
+        compliance_id (str): ID of the compliance framework (e.g., "prowler_threatscore_aws").
+        output_path (str): Output PDF file path (e.g., "/tmp/threatscore_report.pdf").
+        provider_id (str): Provider ID for the scan.
+        only_failed (bool): If True, only requirements with status "FAIL" will be included
+            in the detailed requirements section. Defaults to True.
+        min_risk_level (int): Minimum risk level for critical failed requirements. Defaults to 4.
+
+    Raises:
+        Exception: If any error occurs during PDF generation, it will be logged and re-raised.
+    """
+    logger.info(
+        f"Generating the report for the scan {scan_id} with provider {provider_id}"
+    )
+    try:
+        # Get PDF styles
+        pdf_styles = _create_pdf_styles()
+        title_style = pdf_styles["title"]
+        h1 = pdf_styles["h1"]
+        h2 = pdf_styles["h2"]
+        h3 = pdf_styles["h3"]
+        normal = pdf_styles["normal"]
+        normal_center = pdf_styles["normal_center"]
+
+        # Get compliance and provider information
+        with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
+            provider_obj = Provider.objects.get(id=provider_id)
+            prowler_provider = initialize_prowler_provider(provider_obj)
+            provider_type = provider_obj.provider
+
+            frameworks_bulk = Compliance.get_bulk(provider_type)
+            compliance_obj = frameworks_bulk[compliance_id]
+            compliance_framework = getattr(compliance_obj, "Framework", "N/A")
+            compliance_version = getattr(compliance_obj, "Version", "N/A")
+            compliance_name = getattr(compliance_obj, "Name", "N/A")
+            compliance_description = getattr(compliance_obj, "Description", "")
+
+        # Aggregate requirement statistics from database (memory-efficient)
+        logger.info(f"Aggregating requirement statistics for scan {scan_id}")
+        requirement_statistics_by_check_id = (
+            _aggregate_requirement_statistics_from_database(tenant_id, scan_id)
+        )
+
+        # Calculate requirements data using aggregated statistics
+        attributes_by_requirement_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                compliance_obj, requirement_statistics_by_check_id
+            )
+        )
+
+        # Initialize PDF document
+        doc = SimpleDocTemplate(
+            output_path,
+            pagesize=letter,
+            title=f"Prowler ThreatScore Report - {compliance_framework}",
+            author="Prowler",
+            subject=f"Compliance Report for {compliance_framework}",
+            creator="Prowler Engineering Team",
+            keywords=f"compliance,{compliance_framework},security,framework,prowler",
+        )
+
+        elements = []
+
+        # Add logo
+        img_path = os.path.join(
+            os.path.dirname(__file__), "../assets/img/prowler_logo.png"
+        )
+        logo = Image(
+            img_path,
+            width=5 * inch,
+            height=1 * inch,
+        )
+        elements.append(logo)
+
+        elements.append(Spacer(1, 0.5 * inch))
+        elements.append(Paragraph("Prowler ThreatScore Report", title_style))
+        elements.append(Spacer(1, 0.5 * inch))
+
+        # Add compliance information table
+        info_data = [
+            ["Framework:", compliance_framework],
+            ["ID:", compliance_id],
+            ["Name:", Paragraph(compliance_name, normal_center)],
+            ["Version:", compliance_version],
+            ["Scan ID:", scan_id],
+            ["Description:", Paragraph(compliance_description, normal_center)],
+        ]
+        info_table = Table(info_data, colWidths=[2 * inch, 4 * inch])
+        info_table.setStyle(
+            TableStyle(
+                [
+                    ("BACKGROUND", (0, 0), (0, 5), colors.Color(0.2, 0.4, 0.6)),
+                    ("TEXTCOLOR", (0, 0), (0, 5), colors.white),
+                    ("FONTNAME", (0, 0), (0, 5), "FiraCode"),
+                    ("BACKGROUND", (1, 0), (1, 5), colors.Color(0.95, 0.97, 1.0)),
+                    ("TEXTCOLOR", (1, 0), (1, 5), colors.Color(0.2, 0.2, 0.2)),
+                    ("FONTNAME", (1, 0), (1, 5), "PlusJakartaSans"),
+                    ("ALIGN", (0, 0), (-1, -1), "LEFT"),
+                    ("VALIGN", (0, 0), (-1, -1), "TOP"),
+                    ("FONTSIZE", (0, 0), (-1, -1), 11),
+                    ("GRID", (0, 0), (-1, -1), 1, colors.Color(0.7, 0.8, 0.9)),
+                    ("LEFTPADDING", (0, 0), (-1, -1), 10),
+                    ("RIGHTPADDING", (0, 0), (-1, -1), 10),
+                    ("TOPPADDING", (0, 0), (-1, -1), 8),
+                    ("BOTTOMPADDING", (0, 0), (-1, -1), 8),
+                ]
+            )
+        )
+
+        elements.append(info_table)
+        elements.append(PageBreak())
+
+        # Add compliance score chart
+        elements.append(Paragraph("Compliance Score by Sections", h1))
+        elements.append(Spacer(1, 0.2 * inch))
+
+        chart_buffer = _create_section_score_chart(
+            requirements_list, attributes_by_requirement_id
+        )
+        chart_image = Image(chart_buffer, width=7 * inch, height=5.5 * inch)
+        elements.append(chart_image)
+
+        # Calculate overall ThreatScore using the same formula as the UI
+        numerator = 0
+        denominator = 0
+        has_findings = False
+
+        for requirement in requirements_list:
+            requirement_id = requirement["id"]
+            requirement_attributes = attributes_by_requirement_id.get(
+                requirement_id, {}
+            )
+
+            # Get findings data
+            passed_findings = requirement["attributes"].get("passed_findings", 0)
+            total_findings = requirement["attributes"].get("total_findings", 0)
+
+            # Skip if no findings (avoid division by zero)
+            if total_findings == 0:
+                continue
+
+            has_findings = True
+            metadata = requirement_attributes.get("attributes", {}).get(
+                "req_attributes", []
+            )
+            if metadata and len(metadata) > 0:
+                m = metadata[0]
+                risk_level = getattr(m, "LevelOfRisk", 0)
+                weight = getattr(m, "Weight", 0)
+
+                # Calculate using ThreatScore formula from UI
+                rate_i = passed_findings / total_findings
+                rfac_i = 1 + 0.25 * risk_level
+
+                numerator += rate_i * total_findings * weight * rfac_i
+                denominator += total_findings * weight * rfac_i
+
+        # Calculate ThreatScore (percentualScore)
+        # If no findings exist, consider it 100% (PASS)
+        if not has_findings:
+            overall_compliance = 100
+        elif denominator > 0:
+            overall_compliance = (numerator / denominator) * 100
+        else:
+            overall_compliance = 0
+
+        elements.append(Spacer(1, 0.3 * inch))
+
+        summary_data = [
+            ["ThreatScore:", f"{overall_compliance:.2f}%"],
+        ]
+
+        if overall_compliance >= 80:
+            compliance_color = colors.Color(0.2, 0.8, 0.2)
+        elif overall_compliance >= 60:
+            compliance_color = colors.Color(0.8, 0.8, 0.2)
+        else:
+            compliance_color = colors.Color(0.8, 0.2, 0.2)
+
+        summary_table = Table(summary_data, colWidths=[2.5 * inch, 2 * inch])
+        summary_table.setStyle(
+            TableStyle(
+                [
+                    ("BACKGROUND", (0, 0), (0, 0), colors.Color(0.1, 0.3, 0.5)),
+                    ("TEXTCOLOR", (0, 0), (0, 0), colors.white),
+                    ("FONTNAME", (0, 0), (0, 0), "FiraCode"),
+                    ("FONTSIZE", (0, 0), (0, 0), 12),
+                    ("BACKGROUND", (1, 0), (1, 0), compliance_color),
+                    ("TEXTCOLOR", (1, 0), (1, 0), colors.white),
+                    ("FONTNAME", (1, 0), (1, 0), "FiraCode"),
+                    ("FONTSIZE", (1, 0), (1, 0), 16),
+                    ("ALIGN", (0, 0), (-1, -1), "CENTER"),
+                    ("VALIGN", (0, 0), (-1, -1), "MIDDLE"),
+                    ("GRID", (0, 0), (-1, -1), 1.5, colors.Color(0.5, 0.6, 0.7)),
+                    ("LEFTPADDING", (0, 0), (-1, -1), 12),
+                    ("RIGHTPADDING", (0, 0), (-1, -1), 12),
+                    ("TOPPADDING", (0, 0), (-1, -1), 10),
+                    ("BOTTOMPADDING", (0, 0), (-1, -1), 10),
+                ]
+            )
+        )
+
+        elements.append(summary_table)
+        elements.append(PageBreak())
+
+        # Add requirements index
+        elements.append(Paragraph("Requirements Index", h1))
+
+        sections = {}
+        for (
+            requirement_id,
+            requirement_attributes,
+        ) in attributes_by_requirement_id.items():
+            meta = requirement_attributes["attributes"]["req_attributes"][0]
+            section = getattr(meta, "Section", "N/A")
+            subsection = getattr(meta, "SubSection", "N/A")
+            title = getattr(meta, "Title", "N/A")
+
+            if section not in sections:
+                sections[section] = {}
+            if subsection not in sections[section]:
+                sections[section][subsection] = []
+
+            sections[section][subsection].append({"id": requirement_id, "title": title})
+
+        section_num = 1
+        for section_name, subsections in sections.items():
+            elements.append(Paragraph(f"{section_num}. {section_name}", h2))
+
+            subsection_num = 1
+            for subsection_name, requirements in subsections.items():
+                elements.append(Paragraph(f"{subsection_name}", h3))
+
+                req_num = 1
+                for req in requirements:
+                    elements.append(Paragraph(f"{req['id']} - {req['title']}", normal))
+                    req_num += 1
+
+                subsection_num += 1
+
+            section_num += 1
+            elements.append(Spacer(1, 0.1 * inch))
+
+        elements.append(PageBreak())
+
+        # Add critical failed requirements section
+        elements.append(Paragraph("Top Requirements by Level of Risk", h1))
+        elements.append(Spacer(1, 0.1 * inch))
+        elements.append(
+            Paragraph(
+                f"Critical Failed Requirements (Risk Level ≥ {min_risk_level})", h2
+            )
+        )
+        elements.append(Spacer(1, 0.2 * inch))
+
+        critical_failed_requirements = []
+        for requirement in requirements_list:
+            requirement_status = requirement["attributes"]["status"]
+            if requirement_status == StatusChoices.FAIL:
+                requirement_id = requirement["id"]
+                metadata = (
+                    attributes_by_requirement_id.get(requirement_id, {})
+                    .get("attributes", {})
+                    .get("req_attributes", [{}])[0]
+                )
+                if metadata:
+                    risk_level = getattr(metadata, "LevelOfRisk", 0)
+                    weight = getattr(metadata, "Weight", 0)
+
+                    if risk_level >= min_risk_level:
+                        critical_failed_requirements.append(
+                            {
+                                "requirement": requirement,
+                                "attributes": attributes_by_requirement_id[
+                                    requirement_id
+                                ],
+                                "risk_level": risk_level,
+                                "weight": weight,
+                                "metadata": metadata,
+                            }
+                        )
+
+        critical_failed_requirements.sort(
+            key=lambda x: (x["risk_level"], x["weight"]), reverse=True
+        )
+
+        if not critical_failed_requirements:
+            elements.append(
+                Paragraph(
+                    "✅ No critical failed requirements found. Great job!", normal
+                )
+            )
+        else:
+            elements.append(
+                Paragraph(
+                    f"Found {len(critical_failed_requirements)} critical failed requirements that require immediate attention:",
+                    normal,
+                )
+            )
+            elements.append(Spacer(1, 0.5 * inch))
+
+            table_data = [["Risk", "Weight", "Requirement ID", "Title", "Section"]]
+
+            for idx, critical_failed_requirement in enumerate(
+                critical_failed_requirements
+            ):
+                requirement_id = critical_failed_requirement["requirement"]["id"]
+                risk_level = critical_failed_requirement["risk_level"]
+                weight = critical_failed_requirement["weight"]
+                title = getattr(critical_failed_requirement["metadata"], "Title", "N/A")
+                section = getattr(
+                    critical_failed_requirement["metadata"], "Section", "N/A"
+                )
+
+                if len(title) > 50:
+                    title = title[:47] + "..."
+
+                table_data.append(
+                    [str(risk_level), str(weight), requirement_id, title, section]
+                )
+
+            critical_table = Table(
+                table_data,
+                colWidths=[0.7 * inch, 0.9 * inch, 1.3 * inch, 3.1 * inch, 1.5 * inch],
+            )
+
+            critical_table.setStyle(
+                TableStyle(
+                    [
+                        ("BACKGROUND", (0, 0), (-1, 0), colors.Color(0.8, 0.2, 0.2)),
+                        ("TEXTCOLOR", (0, 0), (-1, 0), colors.white),
+                        ("FONTNAME", (0, 0), (-1, 0), "FiraCode"),
+                        ("FONTSIZE", (0, 0), (-1, 0), 10),
+                        ("BACKGROUND", (0, 1), (0, -1), colors.Color(0.8, 0.2, 0.2)),
+                        ("TEXTCOLOR", (0, 1), (0, -1), colors.white),
+                        ("FONTNAME", (0, 1), (0, -1), "FiraCode"),
+                        ("ALIGN", (0, 1), (0, -1), "CENTER"),
+                        ("FONTSIZE", (0, 1), (0, -1), 12),
+                        ("ALIGN", (1, 1), (1, -1), "CENTER"),
+                        ("FONTNAME", (1, 1), (1, -1), "FiraCode"),
+                        ("FONTNAME", (2, 1), (2, -1), "FiraCode"),
+                        ("FONTSIZE", (2, 1), (2, -1), 9),
+                        ("FONTNAME", (3, 1), (-1, -1), "PlusJakartaSans"),
+                        ("FONTSIZE", (3, 1), (-1, -1), 8),
+                        ("VALIGN", (0, 0), (-1, -1), "MIDDLE"),
+                        ("GRID", (0, 0), (-1, -1), 1, colors.Color(0.7, 0.7, 0.7)),
+                        ("LEFTPADDING", (0, 0), (-1, -1), 6),
+                        ("RIGHTPADDING", (0, 0), (-1, -1), 6),
+                        ("TOPPADDING", (0, 0), (-1, -1), 8),
+                        ("BOTTOMPADDING", (0, 0), (-1, -1), 8),
+                        (
+                            "BACKGROUND",
+                            (1, 1),
+                            (-1, -1),
+                            colors.Color(0.98, 0.98, 0.98),
+                        ),
+                    ]
+                )
+            )
+
+            for idx, critical_failed_requirement in enumerate(
+                critical_failed_requirements
+            ):
+                row_idx = idx + 1
+                weight = critical_failed_requirement["weight"]
+
+                if weight >= 150:
+                    weight_color = colors.Color(0.8, 0.2, 0.2)
+                elif weight >= 100:
+                    weight_color = colors.Color(0.9, 0.6, 0.2)
+                else:
+                    weight_color = colors.Color(0.9, 0.9, 0.2)
+
+                critical_table.setStyle(
+                    TableStyle(
+                        [
+                            ("BACKGROUND", (1, row_idx), (1, row_idx), weight_color),
+                            ("TEXTCOLOR", (1, row_idx), (1, row_idx), colors.white),
+                        ]
+                    )
+                )
+
+            elements.append(critical_table)
+            elements.append(Spacer(1, 0.2 * inch))
+
+            # Get styles for warning
+            styles = getSampleStyleSheet()
+            warning_text = """
+            <b>IMMEDIATE ACTION REQUIRED:</b><br/>
+            These requirements have the highest risk levels and have failed compliance checks.
+            Please prioritize addressing these issues to improve your security posture.
+            """
+
+            warning_style = ParagraphStyle(
+                "Warning",
+                parent=styles["Normal"],
+                fontSize=11,
+                textColor=colors.Color(0.8, 0.2, 0.2),
+                spaceBefore=10,
+                spaceAfter=10,
+                leftIndent=20,
+                rightIndent=20,
+                fontName="PlusJakartaSans",
+                backColor=colors.Color(1.0, 0.95, 0.95),
+                borderWidth=2,
+                borderColor=colors.Color(0.8, 0.2, 0.2),
+                borderPadding=10,
+            )
+
+            elements.append(Paragraph(warning_text, warning_style))
+
+        elements.append(PageBreak())
+
+        # Add detailed requirements section
+        def get_weight_for_requirement(requirement_dict):
+            requirement_id = requirement_dict["id"]
+            requirement_attributes = attributes_by_requirement_id.get(
+                requirement_id, {}
+            )
+            metadata = requirement_attributes.get("attributes", {}).get(
+                "req_attributes", []
+            )
+            if metadata:
+                return getattr(metadata[0], "Weight", 0)
+            return 0
+
+        sorted_requirements = sorted(
+            requirements_list, key=get_weight_for_requirement, reverse=True
+        )
+
+        if only_failed:
+            sorted_requirements = [
+                requirement
+                for requirement in sorted_requirements
+                if requirement["attributes"]["status"] == StatusChoices.FAIL
+            ]
+
+        # Collect all check IDs for requirements that will be displayed
+        # This allows us to load only the findings we actually need (memory optimization)
+        check_ids_to_load = []
+        for requirement in sorted_requirements:
+            requirement_id = requirement["id"]
+            requirement_attributes = attributes_by_requirement_id.get(
+                requirement_id, {}
+            )
+            check_ids = requirement_attributes.get("attributes", {}).get("checks", [])
+            check_ids_to_load.extend(check_ids)
+
+        # Load findings on-demand only for the checks that will be displayed
+        logger.info(
+            f"Loading findings on-demand for {len(sorted_requirements)} requirements"
+        )
+        findings_by_check_id = _load_findings_for_requirement_checks(
+            tenant_id, scan_id, check_ids_to_load, prowler_provider
+        )
+
+        for requirement in sorted_requirements:
+            requirement_id = requirement["id"]
+            requirement_attributes = attributes_by_requirement_id.get(
+                requirement_id, {}
+            )
+            requirement_description = requirement["attributes"]["description"]
+            requirement_status = requirement["attributes"]["status"]
+
+            elements.append(
+                Paragraph(
+                    f"{requirement_id}: {requirement_attributes.get('description', requirement_description)}",
+                    h1,
+                )
+            )
+
+            status_component = _create_status_component(requirement_status)
+            elements.append(status_component)
+            elements.append(Spacer(1, 0.1 * inch))
+
+            metadata = requirement_attributes.get("attributes", {}).get(
+                "req_attributes", []
+            )
+            if metadata and len(metadata) > 0:
+                m = metadata[0]
+                elements.append(Paragraph("Title: ", h3))
+                elements.append(Paragraph(f"{getattr(m, 'Title', 'N/A')}", normal))
+                elements.append(Paragraph("Section: ", h3))
+                elements.append(Paragraph(f"{getattr(m, 'Section', 'N/A')}", normal))
+                elements.append(Paragraph("SubSection: ", h3))
+                elements.append(Paragraph(f"{getattr(m, 'SubSection', 'N/A')}", normal))
+                elements.append(Paragraph("Description: ", h3))
+                elements.append(
+                    Paragraph(f"{getattr(m, 'AttributeDescription', 'N/A')}", normal)
+                )
+                elements.append(Paragraph("Additional Information: ", h3))
+                elements.append(
+                    Paragraph(f"{getattr(m, 'AdditionalInformation', 'N/A')}", normal)
+                )
+                elements.append(Spacer(1, 0.1 * inch))
+
+                risk_level = getattr(m, "LevelOfRisk", 0)
+                weight = getattr(m, "Weight", 0)
+
+                if requirement_status == StatusChoices.PASS:
+                    score = risk_level * weight
+                else:
+                    score = 0
+
+                risk_component = _create_risk_component(risk_level, weight, score)
+                elements.append(risk_component)
+                elements.append(Spacer(1, 0.1 * inch))
+
+            # Get findings for this requirement's checks (loaded on-demand earlier)
+            requirement_check_ids = requirement_attributes.get("attributes", {}).get(
+                "checks", []
+            )
+            for check_id in requirement_check_ids:
+                elements.append(Paragraph(f"Check: {check_id}", h2))
+                elements.append(Spacer(1, 0.1 * inch))
+
+                # Get findings for this check (already loaded on-demand)
+                check_findings = findings_by_check_id.get(check_id, [])
+
+                if not check_findings:
+                    elements.append(
+                        Paragraph("- No information for this finding currently", normal)
+                    )
+                else:
+                    findings_table_data = [
+                        [
+                            "Finding",
+                            "Resource name",
+                            "Severity",
+                            "Status",
+                            "Region",
+                        ]
+                    ]
+                    for finding_output in check_findings:
+                        check_metadata = getattr(finding_output, "metadata", {})
+                        finding_title = getattr(
+                            check_metadata,
+                            "CheckTitle",
+                            getattr(finding_output, "check_id", ""),
+                        )
+                        resource_name = getattr(finding_output, "resource_name", "")
+                        if not resource_name:
+                            resource_name = getattr(finding_output, "resource_uid", "")
+                        severity = getattr(check_metadata, "Severity", "").capitalize()
+                        finding_status = getattr(finding_output, "status", "").upper()
+                        region = getattr(finding_output, "region", "global")
+
+                        findings_table_data.append(
+                            [
+                                Paragraph(finding_title, normal_center),
+                                Paragraph(resource_name, normal_center),
+                                Paragraph(severity, normal_center),
+                                Paragraph(finding_status, normal_center),
+                                Paragraph(region, normal_center),
+                            ]
+                        )
+                    findings_table = Table(
+                        findings_table_data,
+                        colWidths=[
+                            2.5 * inch,
+                            3 * inch,
+                            0.9 * inch,
+                            0.9 * inch,
+                            0.9 * inch,
+                        ],
+                    )
+                    findings_table.setStyle(
+                        TableStyle(
+                            [
+                                (
+                                    "BACKGROUND",
+                                    (0, 0),
+                                    (-1, 0),
+                                    colors.Color(0.2, 0.4, 0.6),
+                                ),
+                                ("TEXTCOLOR", (0, 0), (-1, 0), colors.white),
+                                ("FONTNAME", (0, 0), (-1, 0), "FiraCode"),
+                                ("ALIGN", (0, 0), (0, 0), "CENTER"),
+                                ("VALIGN", (0, 0), (-1, -1), "MIDDLE"),
+                                ("FONTSIZE", (0, 0), (-1, -1), 9),
+                                (
+                                    "GRID",
+                                    (0, 0),
+                                    (-1, -1),
+                                    0.1,
+                                    colors.Color(0.7, 0.8, 0.9),
+                                ),
+                                ("LEFTPADDING", (0, 0), (0, 0), 0),
+                                ("RIGHTPADDING", (0, 0), (0, 0), 0),
+                                ("TOPPADDING", (0, 0), (-1, -1), 4),
+                                ("BOTTOMPADDING", (0, 0), (-1, -1), 4),
+                            ]
+                        )
+                    )
+                    elements.append(findings_table)
+                elements.append(Spacer(1, 0.1 * inch))
+
+            elements.append(PageBreak())
+
+        # Build the PDF
+        doc.build(elements, onFirstPage=_add_pdf_footer, onLaterPages=_add_pdf_footer)
+    except Exception as e:
+        logger.info(
+            f"Error building the document, line {e.__traceback__.tb_lineno} -- {e}"
+        )
+        raise e
+
+
+def generate_threatscore_report_job(
+    tenant_id: str, scan_id: str, provider_id: str
+) -> dict[str, bool | str]:
+    """
+    Job function to generate a threatscore report and upload it to S3.
+
+    This function orchestrates the complete report generation workflow:
+    1. Validates that the scan has findings
+    2. Checks provider type compatibility
+    3. Generates the output directory
+    4. Calls generate_threatscore_report to create the PDF
+    5. Uploads the PDF to S3
+    6. Cleans up temporary files
+
+    Args:
+        tenant_id (str): The tenant ID for Row-Level Security context.
+        scan_id (str): The ID of the scan to generate a report for.
+        provider_id (str): The ID of the provider used in the scan.
+
+    Returns:
+        dict[str, bool | str]: A dictionary containing:
+            - 'upload' (bool): True if the report was successfully uploaded to S3, False otherwise.
+            - 'error' (str): Error message if an exception occurred (only present on error).
+    """
+    # Check if the scan has findings and get provider info
+    with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
+        if not ScanSummary.objects.filter(scan_id=scan_id).exists():
+            logger.info(f"No findings found for scan {scan_id}")
+            return {"upload": False}
+
+        provider_obj = Provider.objects.get(id=provider_id)
+        provider_uid = provider_obj.uid
+        provider_type = provider_obj.provider
+
+        if provider_type not in ["aws", "azure", "gcp", "m365"]:
+            logger.info(
+                f"Provider {provider_id} is not supported for threatscore report"
+            )
+            return {"upload": False}
+
+    # This compliance is hardcoded because is the only one that is available for the threatscore report
+    compliance_id = f"prowler_threatscore_{provider_type}"
+    logger.info(
+        f"Generating threatscore report for scan {scan_id} with compliance {compliance_id} inside the job"
+    )
+    try:
+        logger.info("Generating the output directory")
+        out_dir, _, threatscore_path = _generate_output_directory(
+            DJANGO_TMP_OUTPUT_DIRECTORY, provider_uid, tenant_id, scan_id
+        )
+    except Exception as e:
+        logger.error(f"Error generating output directory: {e}")
+        return {"error": str(e)}
+
+    pdf_path = f"{threatscore_path}_threatscore_report.pdf"
+    logger.info(f"The path for the threatscore report is {pdf_path}")
+    generate_threatscore_report(
+        tenant_id=tenant_id,
+        scan_id=scan_id,
+        compliance_id=compliance_id,
+        output_path=pdf_path,
+        provider_id=provider_id,
+        only_failed=True,
+        min_risk_level=4,
+    )
+
+    upload_uri = _upload_to_s3(tenant_id, pdf_path, scan_id)
+    if upload_uri:
+        try:
+            rmtree(Path(pdf_path).parent, ignore_errors=True)
+        except Exception as e:
+            logger.error(f"Error deleting output files: {e}")
+        final_location, did_upload = upload_uri, True
+    else:
+        final_location, did_upload = out_dir, False
+
+    logger.info(f"Threatscore report outputs at {final_location}")
+
+    return {"upload": did_upload}
diff --git a/api/src/backend/tasks/tasks.py b/api/src/backend/tasks/tasks.py
index fd4874eb6c..48e7e43dae 100644
--- a/api/src/backend/tasks/tasks.py
+++ b/api/src/backend/tasks/tasks.py
@@ -26,6 +26,7 @@ from tasks.jobs.integrations import (
     upload_s3_integration,
     upload_security_hub_integration,
 )
+from tasks.jobs.report import generate_threatscore_report_job
 from tasks.jobs.scan import (
     aggregate_findings,
     create_compliance_requirements,
@@ -64,10 +65,15 @@ def _perform_scan_complete_tasks(tenant_id: str, scan_id: str, provider_id: str)
         generate_outputs_task.si(
             scan_id=scan_id, provider_id=provider_id, tenant_id=tenant_id
         ),
-        check_integrations_task.si(
-            tenant_id=tenant_id,
-            provider_id=provider_id,
-            scan_id=scan_id,
+        group(
+            generate_threatscore_report_task.si(
+                tenant_id=tenant_id, scan_id=scan_id, provider_id=provider_id
+            ),
+            check_integrations_task.si(
+                tenant_id=tenant_id,
+                provider_id=provider_id,
+                scan_id=scan_id,
+            ),
         ),
     ).apply_async()
 
@@ -304,7 +310,7 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
 
     frameworks_bulk = Compliance.get_bulk(provider_type)
     frameworks_avail = get_compliance_frameworks(provider_type)
-    out_dir, comp_dir = _generate_output_directory(
+    out_dir, comp_dir, _ = _generate_output_directory(
         DJANGO_TMP_OUTPUT_DIRECTORY, provider_uid, tenant_id, scan_id
     )
 
@@ -617,3 +623,21 @@ def jira_integration_task(
     return send_findings_to_jira(
         tenant_id, integration_id, project_key, issue_type, finding_ids
     )
+
+
+@shared_task(
+    base=RLSTask,
+    name="scan-threatscore-report",
+    queue="scan-reports",
+)
+def generate_threatscore_report_task(tenant_id: str, scan_id: str, provider_id: str):
+    """
+    Task to generate a threatscore report for a given scan.
+    Args:
+        tenant_id (str): The tenant identifier.
+        scan_id (str): The scan identifier.
+        provider_id (str): The provider identifier.
+    """
+    return generate_threatscore_report_job(
+        tenant_id=tenant_id, scan_id=scan_id, provider_id=provider_id
+    )
diff --git a/api/src/backend/tasks/tests/test_export.py b/api/src/backend/tasks/tests/test_export.py
index c10f20774b..e91985dbdb 100644
--- a/api/src/backend/tasks/tests/test_export.py
+++ b/api/src/backend/tasks/tests/test_export.py
@@ -150,15 +150,17 @@ class TestOutputs:
         provider = "aws"
         expected_timestamp = "20230615103045"
 
-        path, compliance = _generate_output_directory(
+        path, compliance, threatscore = _generate_output_directory(
             base_dir, provider, tenant_id, scan_id
         )
 
         assert os.path.isdir(os.path.dirname(path))
         assert os.path.isdir(os.path.dirname(compliance))
+        assert os.path.isdir(os.path.dirname(threatscore))
 
         assert path.endswith(f"{provider}-{expected_timestamp}")
         assert compliance.endswith(f"{provider}-{expected_timestamp}")
+        assert threatscore.endswith(f"{provider}-{expected_timestamp}")
 
     @patch("tasks.jobs.export.rls_transaction")
     @patch("tasks.jobs.export.Scan")
@@ -181,12 +183,14 @@ class TestOutputs:
         provider = "aws/test@check"
         expected_timestamp = "20230615103045"
 
-        path, compliance = _generate_output_directory(
+        path, compliance, threatscore = _generate_output_directory(
             base_dir, provider, tenant_id, scan_id
         )
 
         assert os.path.isdir(os.path.dirname(path))
         assert os.path.isdir(os.path.dirname(compliance))
+        assert os.path.isdir(os.path.dirname(threatscore))
 
         assert path.endswith(f"aws-test-check-{expected_timestamp}")
         assert compliance.endswith(f"aws-test-check-{expected_timestamp}")
+        assert threatscore.endswith(f"aws-test-check-{expected_timestamp}")
diff --git a/api/src/backend/tasks/tests/test_report.py b/api/src/backend/tasks/tests/test_report.py
new file mode 100644
index 0000000000..ddc11d3a32
--- /dev/null
+++ b/api/src/backend/tasks/tests/test_report.py
@@ -0,0 +1,957 @@
+import uuid
+from pathlib import Path
+from unittest.mock import MagicMock, patch
+
+import matplotlib
+import pytest
+from tasks.jobs.report import (
+    _aggregate_requirement_statistics_from_database,
+    _calculate_requirements_data_from_statistics,
+    _load_findings_for_requirement_checks,
+    generate_threatscore_report,
+    generate_threatscore_report_job,
+)
+from tasks.tasks import generate_threatscore_report_task
+
+from api.models import Finding, StatusChoices
+from prowler.lib.check.models import Severity
+
+matplotlib.use("Agg")  # Use non-interactive backend for tests
+
+
+@pytest.mark.django_db
+class TestGenerateThreatscoreReport:
+    def setup_method(self):
+        self.scan_id = str(uuid.uuid4())
+        self.provider_id = str(uuid.uuid4())
+        self.tenant_id = str(uuid.uuid4())
+
+    def test_no_findings_returns_early(self):
+        with patch("tasks.jobs.report.ScanSummary.objects.filter") as mock_filter:
+            mock_filter.return_value.exists.return_value = False
+
+            result = generate_threatscore_report_job(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                provider_id=self.provider_id,
+            )
+
+            assert result == {"upload": False}
+            mock_filter.assert_called_once_with(scan_id=self.scan_id)
+
+    @patch("tasks.jobs.report.rmtree")
+    @patch("tasks.jobs.report._upload_to_s3")
+    @patch("tasks.jobs.report.generate_threatscore_report")
+    @patch("tasks.jobs.report._generate_output_directory")
+    @patch("tasks.jobs.report.Provider.objects.get")
+    @patch("tasks.jobs.report.ScanSummary.objects.filter")
+    def test_generate_threatscore_report_happy_path(
+        self,
+        mock_scan_summary_filter,
+        mock_provider_get,
+        mock_generate_output_directory,
+        mock_generate_report,
+        mock_upload,
+        mock_rmtree,
+    ):
+        mock_scan_summary_filter.return_value.exists.return_value = True
+
+        mock_provider = MagicMock()
+        mock_provider.uid = "provider-uid"
+        mock_provider.provider = "aws"
+        mock_provider_get.return_value = mock_provider
+
+        mock_generate_output_directory.return_value = (
+            "/tmp/output",
+            "/tmp/compressed",
+            "/tmp/threatscore_path",
+        )
+
+        mock_upload.return_value = "s3://bucket/threatscore_report.pdf"
+
+        result = generate_threatscore_report_job(
+            tenant_id=self.tenant_id,
+            scan_id=self.scan_id,
+            provider_id=self.provider_id,
+        )
+
+        assert result == {"upload": True}
+        mock_generate_report.assert_called_once_with(
+            tenant_id=self.tenant_id,
+            scan_id=self.scan_id,
+            compliance_id="prowler_threatscore_aws",
+            output_path="/tmp/threatscore_path_threatscore_report.pdf",
+            provider_id=self.provider_id,
+            only_failed=True,
+            min_risk_level=4,
+        )
+        mock_rmtree.assert_called_once_with(
+            Path("/tmp/threatscore_path_threatscore_report.pdf").parent,
+            ignore_errors=True,
+        )
+
+    def test_generate_threatscore_report_fails_upload(self):
+        with (
+            patch("tasks.jobs.report.ScanSummary.objects.filter") as mock_filter,
+            patch("tasks.jobs.report.Provider.objects.get") as mock_provider_get,
+            patch("tasks.jobs.report._generate_output_directory") as mock_gen_dir,
+            patch("tasks.jobs.report.generate_threatscore_report"),
+            patch("tasks.jobs.report._upload_to_s3", return_value=None),
+        ):
+            mock_filter.return_value.exists.return_value = True
+
+            # Mock provider
+            mock_provider = MagicMock()
+            mock_provider.uid = "aws-provider-uid"
+            mock_provider.provider = "aws"
+            mock_provider_get.return_value = mock_provider
+
+            mock_gen_dir.return_value = (
+                "/tmp/output",
+                "/tmp/compressed",
+                "/tmp/threatscore_path",
+            )
+
+            result = generate_threatscore_report_job(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                provider_id=self.provider_id,
+            )
+
+            assert result == {"upload": False}
+
+    def test_generate_threatscore_report_logs_rmtree_exception(self, caplog):
+        with (
+            patch("tasks.jobs.report.ScanSummary.objects.filter") as mock_filter,
+            patch("tasks.jobs.report.Provider.objects.get") as mock_provider_get,
+            patch("tasks.jobs.report._generate_output_directory") as mock_gen_dir,
+            patch("tasks.jobs.report.generate_threatscore_report"),
+            patch(
+                "tasks.jobs.report._upload_to_s3", return_value="s3://bucket/report.pdf"
+            ),
+            patch(
+                "tasks.jobs.report.rmtree", side_effect=Exception("Test deletion error")
+            ),
+        ):
+            mock_filter.return_value.exists.return_value = True
+
+            # Mock provider
+            mock_provider = MagicMock()
+            mock_provider.uid = "aws-provider-uid"
+            mock_provider.provider = "aws"
+            mock_provider_get.return_value = mock_provider
+
+            mock_gen_dir.return_value = (
+                "/tmp/output",
+                "/tmp/compressed",
+                "/tmp/threatscore_path",
+            )
+
+            with caplog.at_level("ERROR"):
+                generate_threatscore_report_job(
+                    tenant_id=self.tenant_id,
+                    scan_id=self.scan_id,
+                    provider_id=self.provider_id,
+                )
+                assert "Error deleting output files" in caplog.text
+
+    def test_generate_threatscore_report_azure_provider(self):
+        with (
+            patch("tasks.jobs.report.ScanSummary.objects.filter") as mock_filter,
+            patch("tasks.jobs.report.Provider.objects.get") as mock_provider_get,
+            patch("tasks.jobs.report._generate_output_directory") as mock_gen_dir,
+            patch("tasks.jobs.report.generate_threatscore_report") as mock_generate,
+            patch(
+                "tasks.jobs.report._upload_to_s3", return_value="s3://bucket/report.pdf"
+            ),
+            patch("tasks.jobs.report.rmtree"),
+        ):
+            mock_filter.return_value.exists.return_value = True
+
+            mock_provider = MagicMock()
+            mock_provider.uid = "azure-provider-uid"
+            mock_provider.provider = "azure"
+            mock_provider_get.return_value = mock_provider
+
+            mock_gen_dir.return_value = (
+                "/tmp/output",
+                "/tmp/compressed",
+                "/tmp/threatscore_path",
+            )
+
+            generate_threatscore_report_job(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                provider_id=self.provider_id,
+            )
+
+            mock_generate.assert_called_once_with(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                compliance_id="prowler_threatscore_azure",
+                output_path="/tmp/threatscore_path_threatscore_report.pdf",
+                provider_id=self.provider_id,
+                only_failed=True,
+                min_risk_level=4,
+            )
+
+
+@pytest.mark.django_db
+class TestAggregateRequirementStatistics:
+    """Test suite for _aggregate_requirement_statistics_from_database function."""
+
+    def test_aggregates_findings_correctly(self, tenants_fixture, scans_fixture):
+        """Verify correct pass/total counts per check are aggregated from database."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        # Create findings with different check_ids and statuses
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-1",
+            check_id="check_1",
+            status=StatusChoices.PASS,
+            severity=Severity.high,
+            impact=Severity.high,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-2",
+            check_id="check_1",
+            status=StatusChoices.FAIL,
+            severity=Severity.high,
+            impact=Severity.high,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-3",
+            check_id="check_2",
+            status=StatusChoices.PASS,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+
+        result = _aggregate_requirement_statistics_from_database(
+            str(tenant.id), str(scan.id)
+        )
+
+        assert result == {
+            "check_1": {"passed": 1, "total": 2},
+            "check_2": {"passed": 1, "total": 1},
+        }
+
+    def test_handles_empty_scan(self, tenants_fixture, scans_fixture):
+        """Return empty dict when no findings exist for the scan."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        result = _aggregate_requirement_statistics_from_database(
+            str(tenant.id), str(scan.id)
+        )
+
+        assert result == {}
+
+    def test_multiple_findings_same_check(self, tenants_fixture, scans_fixture):
+        """Aggregate multiple findings for same check_id correctly."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        # Create 5 findings for same check, 3 passed
+        for i in range(3):
+            Finding.objects.create(
+                tenant_id=tenant.id,
+                scan=scan,
+                uid=f"finding-pass-{i}",
+                check_id="check_same",
+                status=StatusChoices.PASS,
+                severity=Severity.medium,
+                impact=Severity.medium,
+                check_metadata={},
+                raw_result={},
+            )
+
+        for i in range(2):
+            Finding.objects.create(
+                tenant_id=tenant.id,
+                scan=scan,
+                uid=f"finding-fail-{i}",
+                check_id="check_same",
+                status=StatusChoices.FAIL,
+                severity=Severity.medium,
+                impact=Severity.medium,
+                check_metadata={},
+                raw_result={},
+            )
+
+        result = _aggregate_requirement_statistics_from_database(
+            str(tenant.id), str(scan.id)
+        )
+
+        assert result == {"check_same": {"passed": 3, "total": 5}}
+
+    def test_only_failed_findings(self, tenants_fixture, scans_fixture):
+        """Correctly count when all findings are FAIL status."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-fail-1",
+            check_id="check_fail",
+            status=StatusChoices.FAIL,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-fail-2",
+            check_id="check_fail",
+            status=StatusChoices.FAIL,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+
+        result = _aggregate_requirement_statistics_from_database(
+            str(tenant.id), str(scan.id)
+        )
+
+        assert result == {"check_fail": {"passed": 0, "total": 2}}
+
+    def test_mixed_statuses(self, tenants_fixture, scans_fixture):
+        """Test with PASS, FAIL, and MANUAL statuses mixed."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-pass",
+            check_id="check_mixed",
+            status=StatusChoices.PASS,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-fail",
+            check_id="check_mixed",
+            status=StatusChoices.FAIL,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-manual",
+            check_id="check_mixed",
+            status=StatusChoices.MANUAL,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+
+        result = _aggregate_requirement_statistics_from_database(
+            str(tenant.id), str(scan.id)
+        )
+
+        # Only PASS status is counted as passed
+        assert result == {"check_mixed": {"passed": 1, "total": 3}}
+
+
+@pytest.mark.django_db
+class TestLoadFindingsForChecks:
+    """Test suite for _load_findings_for_requirement_checks function."""
+
+    def test_loads_only_requested_checks(
+        self, tenants_fixture, scans_fixture, providers_fixture
+    ):
+        """Verify only findings for specified check_ids are loaded."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+        providers_fixture[0]
+
+        # Create findings with different check_ids
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-1",
+            check_id="check_requested",
+            status=StatusChoices.PASS,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-2",
+            check_id="check_not_requested",
+            status=StatusChoices.FAIL,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+
+        mock_provider = MagicMock()
+
+        with patch(
+            "tasks.jobs.report.FindingOutput.transform_api_finding"
+        ) as mock_transform:
+            mock_finding_output = MagicMock()
+            mock_finding_output.check_id = "check_requested"
+            mock_transform.return_value = mock_finding_output
+
+            result = _load_findings_for_requirement_checks(
+                str(tenant.id), str(scan.id), ["check_requested"], mock_provider
+            )
+
+            # Only one finding should be loaded
+            assert "check_requested" in result
+            assert "check_not_requested" not in result
+            assert len(result["check_requested"]) == 1
+            assert mock_transform.call_count == 1
+
+    def test_empty_check_ids_returns_empty(
+        self, tenants_fixture, scans_fixture, providers_fixture
+    ):
+        """Return empty dict when check_ids list is empty."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+        mock_provider = MagicMock()
+
+        result = _load_findings_for_requirement_checks(
+            str(tenant.id), str(scan.id), [], mock_provider
+        )
+
+        assert result == {}
+
+    def test_groups_by_check_id(
+        self, tenants_fixture, scans_fixture, providers_fixture
+    ):
+        """Multiple findings for same check are grouped correctly."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        # Create multiple findings for same check
+        for i in range(3):
+            Finding.objects.create(
+                tenant_id=tenant.id,
+                scan=scan,
+                uid=f"finding-{i}",
+                check_id="check_group",
+                status=StatusChoices.PASS,
+                severity=Severity.medium,
+                impact=Severity.medium,
+                check_metadata={},
+                raw_result={},
+            )
+
+        mock_provider = MagicMock()
+
+        with patch(
+            "tasks.jobs.report.FindingOutput.transform_api_finding"
+        ) as mock_transform:
+            mock_finding_output = MagicMock()
+            mock_finding_output.check_id = "check_group"
+            mock_transform.return_value = mock_finding_output
+
+            result = _load_findings_for_requirement_checks(
+                str(tenant.id), str(scan.id), ["check_group"], mock_provider
+            )
+
+            assert len(result["check_group"]) == 3
+
+    def test_transforms_to_finding_output(
+        self, tenants_fixture, scans_fixture, providers_fixture
+    ):
+        """Findings are transformed using FindingOutput.transform_api_finding."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        Finding.objects.create(
+            tenant_id=tenant.id,
+            scan=scan,
+            uid="finding-transform",
+            check_id="check_transform",
+            status=StatusChoices.PASS,
+            severity=Severity.medium,
+            impact=Severity.medium,
+            check_metadata={},
+            raw_result={},
+        )
+
+        mock_provider = MagicMock()
+
+        with patch(
+            "tasks.jobs.report.FindingOutput.transform_api_finding"
+        ) as mock_transform:
+            mock_finding_output = MagicMock()
+            mock_finding_output.check_id = "check_transform"
+            mock_transform.return_value = mock_finding_output
+
+            result = _load_findings_for_requirement_checks(
+                str(tenant.id), str(scan.id), ["check_transform"], mock_provider
+            )
+
+            # Verify transform was called
+            mock_transform.assert_called_once()
+            # Verify the transformed output is in the result
+            assert result["check_transform"][0] == mock_finding_output
+
+    def test_batched_iteration(self, tenants_fixture, scans_fixture, providers_fixture):
+        """Works correctly with multiple batches of findings."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        # Create enough findings to ensure batching (assuming batch size > 1)
+        for i in range(10):
+            Finding.objects.create(
+                tenant_id=tenant.id,
+                scan=scan,
+                uid=f"finding-batch-{i}",
+                check_id="check_batch",
+                status=StatusChoices.PASS,
+                severity=Severity.medium,
+                impact=Severity.medium,
+                check_metadata={},
+                raw_result={},
+            )
+
+        mock_provider = MagicMock()
+
+        with patch(
+            "tasks.jobs.report.FindingOutput.transform_api_finding"
+        ) as mock_transform:
+            mock_finding_output = MagicMock()
+            mock_finding_output.check_id = "check_batch"
+            mock_transform.return_value = mock_finding_output
+
+            result = _load_findings_for_requirement_checks(
+                str(tenant.id), str(scan.id), ["check_batch"], mock_provider
+            )
+
+            # All 10 findings should be loaded regardless of batching
+            assert len(result["check_batch"]) == 10
+            assert mock_transform.call_count == 10
+
+
+@pytest.mark.django_db
+class TestCalculateRequirementsData:
+    """Test suite for _calculate_requirements_data_from_statistics function."""
+
+    def test_requirement_status_all_pass(self):
+        """Status is PASS when all findings for requirement checks pass."""
+        mock_compliance = MagicMock()
+        mock_compliance.Framework = "TestFramework"
+        mock_compliance.Version = "1.0"
+
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_1"
+        mock_requirement.Description = "Test requirement"
+        mock_requirement.Checks = ["check_1", "check_2"]
+        mock_requirement.Attributes = [MagicMock()]
+
+        mock_compliance.Requirements = [mock_requirement]
+
+        requirement_statistics = {
+            "check_1": {"passed": 5, "total": 5},
+            "check_2": {"passed": 3, "total": 3},
+        }
+
+        attributes_by_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                mock_compliance, requirement_statistics
+            )
+        )
+
+        assert len(requirements_list) == 1
+        assert requirements_list[0]["attributes"]["status"] == StatusChoices.PASS
+        assert requirements_list[0]["attributes"]["passed_findings"] == 8
+        assert requirements_list[0]["attributes"]["total_findings"] == 8
+
+    def test_requirement_status_some_fail(self):
+        """Status is FAIL when some findings fail."""
+        mock_compliance = MagicMock()
+        mock_compliance.Framework = "TestFramework"
+        mock_compliance.Version = "1.0"
+
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_2"
+        mock_requirement.Description = "Test requirement with failures"
+        mock_requirement.Checks = ["check_3"]
+        mock_requirement.Attributes = [MagicMock()]
+
+        mock_compliance.Requirements = [mock_requirement]
+
+        requirement_statistics = {
+            "check_3": {"passed": 2, "total": 5},
+        }
+
+        attributes_by_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                mock_compliance, requirement_statistics
+            )
+        )
+
+        assert len(requirements_list) == 1
+        assert requirements_list[0]["attributes"]["status"] == StatusChoices.FAIL
+        assert requirements_list[0]["attributes"]["passed_findings"] == 2
+        assert requirements_list[0]["attributes"]["total_findings"] == 5
+
+    def test_requirement_status_no_findings(self):
+        """Status is MANUAL when no findings exist for requirement."""
+        mock_compliance = MagicMock()
+        mock_compliance.Framework = "TestFramework"
+        mock_compliance.Version = "1.0"
+
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_3"
+        mock_requirement.Description = "Manual requirement"
+        mock_requirement.Checks = ["check_nonexistent"]
+        mock_requirement.Attributes = [MagicMock()]
+
+        mock_compliance.Requirements = [mock_requirement]
+
+        requirement_statistics = {}
+
+        attributes_by_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                mock_compliance, requirement_statistics
+            )
+        )
+
+        assert len(requirements_list) == 1
+        assert requirements_list[0]["attributes"]["status"] == StatusChoices.MANUAL
+        assert requirements_list[0]["attributes"]["passed_findings"] == 0
+        assert requirements_list[0]["attributes"]["total_findings"] == 0
+
+    def test_aggregates_multiple_checks(self):
+        """Correctly sum stats across multiple checks in requirement."""
+        mock_compliance = MagicMock()
+        mock_compliance.Framework = "TestFramework"
+        mock_compliance.Version = "1.0"
+
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_4"
+        mock_requirement.Description = "Multi-check requirement"
+        mock_requirement.Checks = ["check_a", "check_b", "check_c"]
+        mock_requirement.Attributes = [MagicMock()]
+
+        mock_compliance.Requirements = [mock_requirement]
+
+        requirement_statistics = {
+            "check_a": {"passed": 10, "total": 15},
+            "check_b": {"passed": 5, "total": 10},
+            "check_c": {"passed": 0, "total": 5},
+        }
+
+        attributes_by_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                mock_compliance, requirement_statistics
+            )
+        )
+
+        assert len(requirements_list) == 1
+        # 10 + 5 + 0 = 15 passed
+        assert requirements_list[0]["attributes"]["passed_findings"] == 15
+        # 15 + 10 + 5 = 30 total
+        assert requirements_list[0]["attributes"]["total_findings"] == 30
+        # Not all passed, so should be FAIL
+        assert requirements_list[0]["attributes"]["status"] == StatusChoices.FAIL
+
+    def test_returns_correct_structure(self):
+        """Verify tuple structure and dict keys are correct."""
+        mock_compliance = MagicMock()
+        mock_compliance.Framework = "TestFramework"
+        mock_compliance.Version = "1.0"
+
+        mock_attribute = MagicMock()
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_5"
+        mock_requirement.Description = "Structure test"
+        mock_requirement.Checks = ["check_struct"]
+        mock_requirement.Attributes = [mock_attribute]
+
+        mock_compliance.Requirements = [mock_requirement]
+
+        requirement_statistics = {"check_struct": {"passed": 1, "total": 1}}
+
+        attributes_by_id, requirements_list = (
+            _calculate_requirements_data_from_statistics(
+                mock_compliance, requirement_statistics
+            )
+        )
+
+        # Verify attributes_by_id structure
+        assert "req_5" in attributes_by_id
+        assert "attributes" in attributes_by_id["req_5"]
+        assert "description" in attributes_by_id["req_5"]
+        assert "req_attributes" in attributes_by_id["req_5"]["attributes"]
+        assert "checks" in attributes_by_id["req_5"]["attributes"]
+
+        # Verify requirements_list structure
+        assert len(requirements_list) == 1
+        req = requirements_list[0]
+        assert "id" in req
+        assert "attributes" in req
+        assert "framework" in req["attributes"]
+        assert "version" in req["attributes"]
+        assert "status" in req["attributes"]
+        assert "description" in req["attributes"]
+        assert "passed_findings" in req["attributes"]
+        assert "total_findings" in req["attributes"]
+
+
+@pytest.mark.django_db
+class TestGenerateThreatscoreReportFunction:
+    def setup_method(self):
+        self.scan_id = str(uuid.uuid4())
+        self.provider_id = str(uuid.uuid4())
+        self.tenant_id = str(uuid.uuid4())
+        self.compliance_id = "prowler_threatscore_aws"
+        self.output_path = "/tmp/test_threatscore_report.pdf"
+
+    @patch("tasks.jobs.report.initialize_prowler_provider")
+    @patch("tasks.jobs.report.Provider.objects.get")
+    @patch("tasks.jobs.report.Compliance.get_bulk")
+    @patch("tasks.jobs.report._aggregate_requirement_statistics_from_database")
+    @patch("tasks.jobs.report._calculate_requirements_data_from_statistics")
+    @patch("tasks.jobs.report._load_findings_for_requirement_checks")
+    @patch("tasks.jobs.report.SimpleDocTemplate")
+    @patch("tasks.jobs.report.Image")
+    @patch("tasks.jobs.report.Spacer")
+    @patch("tasks.jobs.report.Paragraph")
+    @patch("tasks.jobs.report.PageBreak")
+    @patch("tasks.jobs.report.Table")
+    @patch("tasks.jobs.report.TableStyle")
+    @patch("tasks.jobs.report.plt.subplots")
+    @patch("tasks.jobs.report.plt.savefig")
+    @patch("tasks.jobs.report.io.BytesIO")
+    def test_generate_threatscore_report_success(
+        self,
+        mock_bytesio,
+        mock_savefig,
+        mock_subplots,
+        mock_table_style,
+        mock_table,
+        mock_page_break,
+        mock_paragraph,
+        mock_spacer,
+        mock_image,
+        mock_doc_template,
+        mock_load_findings,
+        mock_calculate_requirements,
+        mock_aggregate_statistics,
+        mock_compliance_get_bulk,
+        mock_provider_get,
+        mock_initialize_provider,
+    ):
+        """Test the updated generate_threatscore_report using new memory-efficient architecture."""
+        mock_provider = MagicMock()
+        mock_provider.provider = "aws"
+        mock_provider_get.return_value = mock_provider
+
+        prowler_provider = MagicMock()
+        mock_initialize_provider.return_value = prowler_provider
+
+        # Mock compliance object with requirements
+        mock_compliance_obj = MagicMock()
+        mock_compliance_obj.Framework = "ProwlerThreatScore"
+        mock_compliance_obj.Version = "1.0"
+        mock_compliance_obj.Description = "Test Description"
+
+        # Configure requirement with properly set numeric attributes for chart generation
+        mock_requirement = MagicMock()
+        mock_requirement.Id = "req_1"
+        mock_requirement.Description = "Test requirement"
+        mock_requirement.Checks = ["check_1"]
+
+        # Create a properly configured attribute mock with numeric values
+        mock_requirement_attr = MagicMock()
+        mock_requirement_attr.Section = "1. IAM"
+        mock_requirement_attr.SubSection = "1.1 Identity"
+        mock_requirement_attr.Title = "Test Requirement Title"
+        mock_requirement_attr.LevelOfRisk = 3
+        mock_requirement_attr.Weight = 100
+        mock_requirement_attr.AttributeDescription = "Test requirement description"
+        mock_requirement_attr.AdditionalInformation = "Additional test information"
+
+        mock_requirement.Attributes = [mock_requirement_attr]
+        mock_compliance_obj.Requirements = [mock_requirement]
+
+        mock_compliance_get_bulk.return_value = {
+            self.compliance_id: mock_compliance_obj
+        }
+
+        # Mock the aggregated statistics from database
+        mock_aggregate_statistics.return_value = {"check_1": {"passed": 5, "total": 10}}
+
+        # Mock the calculated requirements data with properly configured attributes
+        mock_attributes_by_id = {
+            "req_1": {
+                "attributes": {
+                    "req_attributes": [mock_requirement_attr],
+                    "checks": ["check_1"],
+                },
+                "description": "Test requirement",
+            }
+        }
+        mock_requirements_list = [
+            {
+                "id": "req_1",
+                "attributes": {
+                    "framework": "ProwlerThreatScore",
+                    "version": "1.0",
+                    "status": StatusChoices.FAIL,
+                    "description": "Test requirement",
+                    "passed_findings": 5,
+                    "total_findings": 10,
+                },
+            }
+        ]
+        mock_calculate_requirements.return_value = (
+            mock_attributes_by_id,
+            mock_requirements_list,
+        )
+
+        # Mock the on-demand loaded findings
+        mock_finding_output = MagicMock()
+        mock_finding_output.check_id = "check_1"
+        mock_finding_output.status = "FAIL"
+        mock_finding_output.metadata = MagicMock()
+        mock_finding_output.metadata.CheckTitle = "Test Check"
+        mock_finding_output.metadata.Severity = "HIGH"
+        mock_finding_output.resource_name = "test-resource"
+        mock_finding_output.region = "us-east-1"
+
+        mock_load_findings.return_value = {"check_1": [mock_finding_output]}
+
+        # Mock PDF generation components
+        mock_doc = MagicMock()
+        mock_doc_template.return_value = mock_doc
+
+        mock_fig, mock_ax = MagicMock(), MagicMock()
+        mock_subplots.return_value = (mock_fig, mock_ax)
+        mock_buffer = MagicMock()
+        mock_bytesio.return_value = mock_buffer
+
+        mock_image.return_value = MagicMock()
+        mock_spacer.return_value = MagicMock()
+        mock_paragraph.return_value = MagicMock()
+        mock_page_break.return_value = MagicMock()
+        mock_table.return_value = MagicMock()
+        mock_table_style.return_value = MagicMock()
+
+        # Execute the function
+        generate_threatscore_report(
+            tenant_id=self.tenant_id,
+            scan_id=self.scan_id,
+            compliance_id=self.compliance_id,
+            output_path=self.output_path,
+            provider_id=self.provider_id,
+            only_failed=True,
+            min_risk_level=4,
+        )
+
+        # Verify the new workflow was followed
+        mock_provider_get.assert_called_once_with(id=self.provider_id)
+        mock_initialize_provider.assert_called_once_with(mock_provider)
+        mock_compliance_get_bulk.assert_called_once_with("aws")
+
+        # Verify the new functions were called in correct order with correct parameters
+        mock_aggregate_statistics.assert_called_once_with(self.tenant_id, self.scan_id)
+        mock_calculate_requirements.assert_called_once_with(
+            mock_compliance_obj, {"check_1": {"passed": 5, "total": 10}}
+        )
+        mock_load_findings.assert_called_once_with(
+            self.tenant_id, self.scan_id, ["check_1"], prowler_provider
+        )
+
+        # Verify PDF was built
+        mock_doc_template.assert_called_once()
+        mock_doc.build.assert_called_once()
+
+    @patch("tasks.jobs.report.initialize_prowler_provider")
+    @patch("tasks.jobs.report.Provider.objects.get")
+    @patch("tasks.jobs.report.Compliance.get_bulk")
+    @patch("tasks.jobs.report.Finding.all_objects.filter")
+    def test_generate_threatscore_report_exception_handling(
+        self,
+        mock_finding_filter,
+        mock_compliance_get_bulk,
+        mock_provider_get,
+        mock_initialize_provider,
+    ):
+        mock_provider_get.side_effect = Exception("Provider not found")
+
+        with pytest.raises(Exception, match="Provider not found"):
+            generate_threatscore_report(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                compliance_id=self.compliance_id,
+                output_path=self.output_path,
+                provider_id=self.provider_id,
+                only_failed=True,
+                min_risk_level=4,
+            )
+
+
+@pytest.mark.django_db
+class TestGenerateThreatscoreReportTask:
+    def setup_method(self):
+        self.scan_id = str(uuid.uuid4())
+        self.provider_id = str(uuid.uuid4())
+        self.tenant_id = str(uuid.uuid4())
+
+    @patch("tasks.tasks.generate_threatscore_report_job")
+    def test_generate_threatscore_report_task_calls_job(self, mock_generate_job):
+        mock_generate_job.return_value = {"upload": True}
+
+        result = generate_threatscore_report_task(
+            tenant_id=self.tenant_id,
+            scan_id=self.scan_id,
+            provider_id=self.provider_id,
+        )
+
+        assert result == {"upload": True}
+        mock_generate_job.assert_called_once_with(
+            tenant_id=self.tenant_id,
+            scan_id=self.scan_id,
+            provider_id=self.provider_id,
+        )
+
+    @patch("tasks.tasks.generate_threatscore_report_job")
+    def test_generate_threatscore_report_task_handles_job_exception(
+        self, mock_generate_job
+    ):
+        mock_generate_job.side_effect = Exception("Job failed")
+
+        with pytest.raises(Exception, match="Job failed"):
+            generate_threatscore_report_task(
+                tenant_id=self.tenant_id,
+                scan_id=self.scan_id,
+                provider_id=self.provider_id,
+            )
diff --git a/api/src/backend/tasks/tests/test_tasks.py b/api/src/backend/tasks/tests/test_tasks.py
index b4262027f6..a98341ef35 100644
--- a/api/src/backend/tasks/tests/test_tasks.py
+++ b/api/src/backend/tasks/tests/test_tasks.py
@@ -98,7 +98,11 @@ class TestGenerateOutputs:
             ),
             patch(
                 "tasks.tasks._generate_output_directory",
-                return_value=("out-dir", "comp-dir"),
+                return_value=(
+                    "/tmp/test/out-dir",
+                    "/tmp/test/comp-dir",
+                    "/tmp/test/threat-dir",
+                ),
             ),
             patch("tasks.tasks.Scan.all_objects.filter") as mock_scan_update,
             patch("tasks.tasks.rmtree"),
@@ -126,7 +130,8 @@ class TestGenerateOutputs:
             patch("tasks.tasks.get_compliance_frameworks"),
             patch("tasks.tasks.Finding.all_objects.filter") as mock_findings,
             patch(
-                "tasks.tasks._generate_output_directory", return_value=("out", "comp")
+                "tasks.tasks._generate_output_directory",
+                return_value=("/tmp/test/out", "/tmp/test/comp", "/tmp/test/threat"),
             ),
             patch("tasks.tasks.FindingOutput._transform_findings_stats"),
             patch("tasks.tasks.FindingOutput.transform_api_finding"),
@@ -168,15 +173,35 @@ class TestGenerateOutputs:
         mock_finding_output = MagicMock()
         mock_finding_output.compliance = {"cis": ["requirement-1", "requirement-2"]}
 
+        html_writer_mock = MagicMock()
+        html_writer_mock._data = []
+        html_writer_mock.close_file = False
+        html_writer_mock.transform = MagicMock()
+        html_writer_mock.batch_write_data_to_file = MagicMock()
+
+        compliance_writer_mock = MagicMock()
+        compliance_writer_mock._data = []
+        compliance_writer_mock.close_file = False
+        compliance_writer_mock.transform = MagicMock()
+        compliance_writer_mock.batch_write_data_to_file = MagicMock()
+
+        # Create a mock class that returns our mock instance when called
+        mock_compliance_class = MagicMock(return_value=compliance_writer_mock)
+
+        mock_provider = MagicMock()
+        mock_provider.provider = "aws"
+        mock_provider.uid = "test-provider-uid"
+
         with (
             patch("tasks.tasks.ScanSummary.objects.filter") as mock_filter,
-            patch("tasks.tasks.Provider.objects.get"),
+            patch("tasks.tasks.Provider.objects.get", return_value=mock_provider),
             patch("tasks.tasks.initialize_prowler_provider"),
             patch("tasks.tasks.Compliance.get_bulk", return_value={"cis": MagicMock()}),
             patch("tasks.tasks.get_compliance_frameworks", return_value=["cis"]),
             patch("tasks.tasks.Finding.all_objects.filter") as mock_findings,
             patch(
-                "tasks.tasks._generate_output_directory", return_value=("out", "comp")
+                "tasks.tasks._generate_output_directory",
+                return_value=("/tmp/test/out", "/tmp/test/comp", "/tmp/test/threat"),
             ),
             patch(
                 "tasks.tasks.FindingOutput._transform_findings_stats",
@@ -190,6 +215,20 @@ class TestGenerateOutputs:
             patch("tasks.tasks._upload_to_s3", return_value="s3://bucket/f.zip"),
             patch("tasks.tasks.Scan.all_objects.filter"),
             patch("tasks.tasks.rmtree"),
+            patch(
+                "tasks.tasks.OUTPUT_FORMATS_MAPPING",
+                {
+                    "html": {
+                        "class": lambda *args, **kwargs: html_writer_mock,
+                        "suffix": ".html",
+                        "kwargs": {},
+                    }
+                },
+            ),
+            patch(
+                "tasks.tasks.COMPLIANCE_CLASS_MAP",
+                {"aws": [(lambda x: True, mock_compliance_class)]},
+            ),
         ):
             mock_filter.return_value.exists.return_value = True
             mock_findings.return_value.order_by.return_value.iterator.return_value = [
@@ -197,29 +236,12 @@ class TestGenerateOutputs:
                 True,
             ]
 
-            html_writer_mock = MagicMock()
-            with (
-                patch(
-                    "tasks.tasks.OUTPUT_FORMATS_MAPPING",
-                    {
-                        "html": {
-                            "class": lambda *args, **kwargs: html_writer_mock,
-                            "suffix": ".html",
-                            "kwargs": {},
-                        }
-                    },
-                ),
-                patch(
-                    "tasks.tasks.COMPLIANCE_CLASS_MAP",
-                    {"aws": [(lambda x: True, MagicMock())]},
-                ),
-            ):
-                generate_outputs_task(
-                    scan_id=self.scan_id,
-                    provider_id=self.provider_id,
-                    tenant_id=self.tenant_id,
-                )
-                html_writer_mock.batch_write_data_to_file.assert_called_once()
+            generate_outputs_task(
+                scan_id=self.scan_id,
+                provider_id=self.provider_id,
+                tenant_id=self.tenant_id,
+            )
+            html_writer_mock.batch_write_data_to_file.assert_called_once()
 
     def test_transform_called_only_on_second_batch(self):
         raw1 = MagicMock()
@@ -256,7 +278,11 @@ class TestGenerateOutputs:
             ),
             patch(
                 "tasks.tasks._generate_output_directory",
-                return_value=("outdir", "compdir"),
+                return_value=(
+                    "/tmp/test/outdir",
+                    "/tmp/test/compdir",
+                    "/tmp/test/threatdir",
+                ),
             ),
             patch("tasks.tasks._compress_output_files", return_value="outdir.zip"),
             patch("tasks.tasks._upload_to_s3", return_value="s3://bucket/outdir.zip"),
@@ -303,12 +329,14 @@ class TestGenerateOutputs:
             def __init__(self, *args, **kwargs):
                 self.transform_calls = []
                 self._data = []
+                self.close_file = False
                 writer_instances.append(self)
 
             def transform(self, fos, comp_obj, name):
                 self.transform_calls.append((fos, comp_obj, name))
 
             def batch_write_data_to_file(self):
+                # Mock implementation - do nothing
                 pass
 
         two_batches = [
@@ -329,7 +357,11 @@ class TestGenerateOutputs:
             patch("tasks.tasks.get_compliance_frameworks", return_value=["cis"]),
             patch(
                 "tasks.tasks._generate_output_directory",
-                return_value=("outdir", "compdir"),
+                return_value=(
+                    "/tmp/test/outdir",
+                    "/tmp/test/compdir",
+                    "/tmp/test/threatdir",
+                ),
             ),
             patch("tasks.tasks.FindingOutput._transform_findings_stats"),
             patch(
@@ -368,15 +400,35 @@ class TestGenerateOutputs:
         mock_finding_output = MagicMock()
         mock_finding_output.compliance = {"cis": ["requirement-1", "requirement-2"]}
 
+        json_writer_mock = MagicMock()
+        json_writer_mock._data = []
+        json_writer_mock.close_file = False
+        json_writer_mock.transform = MagicMock()
+        json_writer_mock.batch_write_data_to_file = MagicMock()
+
+        compliance_writer_mock = MagicMock()
+        compliance_writer_mock._data = []
+        compliance_writer_mock.close_file = False
+        compliance_writer_mock.transform = MagicMock()
+        compliance_writer_mock.batch_write_data_to_file = MagicMock()
+
+        # Create a mock class that returns our mock instance when called
+        mock_compliance_class = MagicMock(return_value=compliance_writer_mock)
+
+        mock_provider = MagicMock()
+        mock_provider.provider = "aws"
+        mock_provider.uid = "test-provider-uid"
+
         with (
             patch("tasks.tasks.ScanSummary.objects.filter") as mock_filter,
-            patch("tasks.tasks.Provider.objects.get"),
+            patch("tasks.tasks.Provider.objects.get", return_value=mock_provider),
             patch("tasks.tasks.initialize_prowler_provider"),
             patch("tasks.tasks.Compliance.get_bulk", return_value={"cis": MagicMock()}),
             patch("tasks.tasks.get_compliance_frameworks", return_value=["cis"]),
             patch("tasks.tasks.Finding.all_objects.filter") as mock_findings,
             patch(
-                "tasks.tasks._generate_output_directory", return_value=("out", "comp")
+                "tasks.tasks._generate_output_directory",
+                return_value=("/tmp/test/out", "/tmp/test/comp", "/tmp/test/threat"),
             ),
             patch(
                 "tasks.tasks.FindingOutput._transform_findings_stats",
@@ -390,6 +442,20 @@ class TestGenerateOutputs:
             patch("tasks.tasks._upload_to_s3", return_value="s3://bucket/file.zip"),
             patch("tasks.tasks.Scan.all_objects.filter"),
             patch("tasks.tasks.rmtree", side_effect=Exception("Test deletion error")),
+            patch(
+                "tasks.tasks.OUTPUT_FORMATS_MAPPING",
+                {
+                    "json": {
+                        "class": lambda *args, **kwargs: json_writer_mock,
+                        "suffix": ".json",
+                        "kwargs": {},
+                    }
+                },
+            ),
+            patch(
+                "tasks.tasks.COMPLIANCE_CLASS_MAP",
+                {"aws": [(lambda x: True, mock_compliance_class)]},
+            ),
         ):
             mock_filter.return_value.exists.return_value = True
             mock_findings.return_value.order_by.return_value.iterator.return_value = [
@@ -397,29 +463,13 @@ class TestGenerateOutputs:
                 True,
             ]
 
-            with (
-                patch(
-                    "tasks.tasks.OUTPUT_FORMATS_MAPPING",
-                    {
-                        "json": {
-                            "class": lambda *args, **kwargs: MagicMock(),
-                            "suffix": ".json",
-                            "kwargs": {},
-                        }
-                    },
-                ),
-                patch(
-                    "tasks.tasks.COMPLIANCE_CLASS_MAP",
-                    {"aws": [(lambda x: True, MagicMock())]},
-                ),
-            ):
-                with caplog.at_level("ERROR"):
-                    generate_outputs_task(
-                        scan_id=self.scan_id,
-                        provider_id=self.provider_id,
-                        tenant_id=self.tenant_id,
-                    )
-                    assert "Error deleting output files" in caplog.text
+            with caplog.at_level("ERROR"):
+                generate_outputs_task(
+                    scan_id=self.scan_id,
+                    provider_id=self.provider_id,
+                    tenant_id=self.tenant_id,
+                )
+                assert "Error deleting output files" in caplog.text
 
     @patch("tasks.tasks.rls_transaction")
     @patch("tasks.tasks.Integration.objects.filter")
@@ -435,7 +485,8 @@ class TestGenerateOutputs:
             patch("tasks.tasks.get_compliance_frameworks", return_value=[]),
             patch("tasks.tasks.Finding.all_objects.filter") as mock_findings,
             patch(
-                "tasks.tasks._generate_output_directory", return_value=("out", "comp")
+                "tasks.tasks._generate_output_directory",
+                return_value=("/tmp/test/out", "/tmp/test/comp", "/tmp/test/threat"),
             ),
             patch("tasks.tasks.FindingOutput._transform_findings_stats"),
             patch("tasks.tasks.FindingOutput.transform_api_finding"),
@@ -476,8 +527,15 @@ class TestScanCompleteTasks:
     @patch("tasks.tasks.create_compliance_requirements_task.apply_async")
     @patch("tasks.tasks.perform_scan_summary_task.si")
     @patch("tasks.tasks.generate_outputs_task.si")
+    @patch("tasks.tasks.generate_threatscore_report_task.si")
+    @patch("tasks.tasks.check_integrations_task.si")
     def test_scan_complete_tasks(
-        self, mock_outputs_task, mock_scan_summary_task, mock_compliance_tasks
+        self,
+        mock_check_integrations_task,
+        mock_threatscore_task,
+        mock_outputs_task,
+        mock_scan_summary_task,
+        mock_compliance_tasks,
     ):
         _perform_scan_complete_tasks("tenant-id", "scan-id", "provider-id")
         mock_compliance_tasks.assert_called_once_with(
@@ -492,6 +550,16 @@ class TestScanCompleteTasks:
             provider_id="provider-id",
             tenant_id="tenant-id",
         )
+        mock_threatscore_task.assert_called_once_with(
+            tenant_id="tenant-id",
+            scan_id="scan-id",
+            provider_id="provider-id",
+        )
+        mock_check_integrations_task.assert_called_once_with(
+            tenant_id="tenant-id",
+            provider_id="provider-id",
+            scan_id="scan-id",
+        )
 
 
 @pytest.mark.django_db
@@ -662,7 +730,7 @@ class TestCheckIntegrationsTask:
         mock_initialize_provider.return_value = MagicMock()
         mock_compliance_bulk.return_value = {}
         mock_get_frameworks.return_value = []
-        mock_generate_dir.return_value = ("out-dir", "comp-dir")
+        mock_generate_dir.return_value = ("out-dir", "comp-dir", "threat-dir")
         mock_transform_stats.return_value = {"stats": "data"}
 
         # Mock findings
@@ -787,7 +855,7 @@ class TestCheckIntegrationsTask:
         mock_initialize_provider.return_value = MagicMock()
         mock_compliance_bulk.return_value = {}
         mock_get_frameworks.return_value = []
-        mock_generate_dir.return_value = ("out-dir", "comp-dir")
+        mock_generate_dir.return_value = ("out-dir", "comp-dir", "threat-dir")
         mock_transform_stats.return_value = {"stats": "data"}
 
         # Mock findings
@@ -903,7 +971,7 @@ class TestCheckIntegrationsTask:
         mock_initialize_provider.return_value = MagicMock()
         mock_compliance_bulk.return_value = {}
         mock_get_frameworks.return_value = []
-        mock_generate_dir.return_value = ("out-dir", "comp-dir")
+        mock_generate_dir.return_value = ("out-dir", "comp-dir", "threat-dir")
         mock_transform_stats.return_value = {"stats": "data"}
 
         # Mock findings
diff --git a/ui/CHANGELOG.md b/ui/CHANGELOG.md
index 9f0174f4ba..7c5a3edc09 100644
--- a/ui/CHANGELOG.md
+++ b/ui/CHANGELOG.md
@@ -12,6 +12,7 @@ All notable changes to the **Prowler UI** are documented in this file.
 - React Compiler support for automatic optimization [(#8748)](https://github.com/prowler-cloud/prowler/pull/8748)
 - Turbopack support for faster development builds [(#8748)](https://github.com/prowler-cloud/prowler/pull/8748)
 - Add compliance name in compliance detail view [(#8775)](https://github.com/prowler-cloud/prowler/pull/8775)
+- PDF reporting for Prowler ThreatScore [(#8867)](https://github.com/prowler-cloud/prowler/pull/8867)
 - Support C5 compliance framework for the AWS provider [(#8830)](https://github.com/prowler-cloud/prowler/pull/8830)
 - API key management in user profile [(#8308)](https://github.com/prowler-cloud/prowler/pull/8308)
 - Refresh access token error handling [(#8864)](https://github.com/prowler-cloud/prowler/pull/8864)
diff --git a/ui/actions/scans/scans.ts b/ui/actions/scans/scans.ts
index c17f056f3f..6dc3654344 100644
--- a/ui/actions/scans/scans.ts
+++ b/ui/actions/scans/scans.ts
@@ -268,3 +268,45 @@ export const getComplianceCsv = async (
     };
   }
 };
+
+export const getThreatScorePdf = async (scanId: string) => {
+  const headers = await getAuthHeaders({ contentType: false });
+
+  const url = new URL(`${apiBaseUrl}/scans/${scanId}/threatscore`);
+
+  try {
+    const response = await fetch(url.toString(), { headers });
+
+    if (response.status === 202) {
+      const json = await response.json();
+      const taskId = json?.data?.id;
+      const state = json?.data?.attributes?.state;
+      return {
+        pending: true,
+        state,
+        taskId,
+      };
+    }
+
+    if (!response.ok) {
+      const errorData = await response.json();
+      throw new Error(
+        errorData?.errors?.detail ||
+          "Unable to retrieve ThreatScore PDF report. Contact support if the issue continues.",
+      );
+    }
+
+    const arrayBuffer = await response.arrayBuffer();
+    const base64 = Buffer.from(arrayBuffer).toString("base64");
+
+    return {
+      success: true,
+      data: base64,
+      filename: `scan-${scanId}-threatscore.pdf`,
+    };
+  } catch (error) {
+    return {
+      error: getErrorMessage(error),
+    };
+  }
+};
diff --git a/ui/app/(prowler)/compliance/[compliancetitle]/page.tsx b/ui/app/(prowler)/compliance/[compliancetitle]/page.tsx
index 2ea1bc823b..2b7cfd8cfd 100644
--- a/ui/app/(prowler)/compliance/[compliancetitle]/page.tsx
+++ b/ui/app/(prowler)/compliance/[compliancetitle]/page.tsx
@@ -29,6 +29,8 @@ import {
 } from "@/types/compliance";
 import { ScanEntity } from "@/types/scans";
 
+import { ThreatScoreDownloadButton } from "./threatscore-download-button";
+
 interface ComplianceDetailSearchParams {
   complianceId: string;
   version?: string;
@@ -143,13 +145,24 @@ export default async function ComplianceDetail({
           <Spacer y={8} />
         </div>
       )}
-      <ComplianceHeader
-        scans={[]}
-        uniqueRegions={uniqueRegions}
-        showSearch={false}
-        framework={compliancetitle}
-        showProviders={false}
-      />
+      <div className="flex items-start justify-between gap-4">
+        <div className="flex-1">
+          <ComplianceHeader
+            scans={[]}
+            uniqueRegions={uniqueRegions}
+            showSearch={false}
+            framework={compliancetitle}
+            showProviders={false}
+          />
+        </div>
+        {attributesData?.data?.[0]?.attributes?.framework ===
+          "ProwlerThreatScore" &&
+          selectedScanId && (
+            <div className="flex-shrink-0 pt-1">
+              <ThreatScoreDownloadButton scanId={selectedScanId} />
+            </div>
+          )}
+      </div>
 
       <Suspense
         key={searchParamsKey}
diff --git a/ui/app/(prowler)/compliance/[compliancetitle]/threatscore-download-button.tsx b/ui/app/(prowler)/compliance/[compliancetitle]/threatscore-download-button.tsx
new file mode 100644
index 0000000000..2bfb844890
--- /dev/null
+++ b/ui/app/(prowler)/compliance/[compliancetitle]/threatscore-download-button.tsx
@@ -0,0 +1,45 @@
+"use client";
+
+import { Button } from "@heroui/button";
+import { DownloadIcon } from "lucide-react";
+import { useState } from "react";
+
+import { toast } from "@/components/ui";
+import { downloadThreatScorePdf } from "@/lib/helper";
+
+interface ThreatScoreDownloadButtonProps {
+  scanId: string;
+}
+
+export const ThreatScoreDownloadButton = ({
+  scanId,
+}: ThreatScoreDownloadButtonProps) => {
+  const [isDownloading, setIsDownloading] = useState<boolean>(false);
+
+  const handleDownload = async () => {
+    setIsDownloading(true);
+    try {
+      await downloadThreatScorePdf(scanId, toast);
+    } finally {
+      setIsDownloading(false);
+    }
+  };
+
+  return (
+    <Button
+      color="success"
+      variant="solid"
+      startContent={
+        <DownloadIcon
+          className={isDownloading ? "animate-download-icon" : ""}
+          size={16}
+        />
+      }
+      onPress={handleDownload}
+      isLoading={isDownloading}
+      size="sm"
+    >
+      PDF ThreatScore Report
+    </Button>
+  );
+};
diff --git a/ui/app/(prowler)/compliance/page.tsx b/ui/app/(prowler)/compliance/page.tsx
index de94cf0fe2..a4bde8104f 100644
--- a/ui/app/(prowler)/compliance/page.tsx
+++ b/ui/app/(prowler)/compliance/page.tsx
@@ -1,16 +1,22 @@
 export const dynamic = "force-dynamic";
 import { Suspense } from "react";
 
-import { getCompliancesOverview } from "@/actions/compliances";
-import { getComplianceOverviewMetadataInfo } from "@/actions/compliances";
+import {
+  getComplianceAttributes,
+  getComplianceOverviewMetadataInfo,
+  getComplianceRequirements,
+  getCompliancesOverview,
+} from "@/actions/compliances";
 import { getScans } from "@/actions/scans";
 import {
   ComplianceCard,
   ComplianceSkeletonGrid,
   NoScansAvailable,
+  ThreatScoreBadge,
 } from "@/components/compliance";
 import { ComplianceHeader } from "@/components/compliance/compliance-header/compliance-header";
 import { ContentLayout } from "@/components/ui";
+import { calculateThreatScore } from "@/lib/compliance/threatscore-calculator";
 import {
   ExpandedScanData,
   ScanEntity,
@@ -74,6 +80,7 @@ export default async function Compliance({
     })
     .filter(Boolean) as ExpandedScanData[];
 
+  // Use scanId from URL, or select the first scan if not provided
   const selectedScanId =
     resolvedSearchParams.scanId || expandedScansData[0]?.id || null;
   const query = (filters["filter[search]"] as string) || "";
@@ -94,6 +101,7 @@ export default async function Compliance({
       }
     : undefined;
 
+  // Fetch metadata if we have a selected scan
   const metadataInfoData = selectedScanId
     ? await getComplianceOverviewMetadataInfo({
         query,
@@ -105,14 +113,52 @@ export default async function Compliance({
 
   const uniqueRegions = metadataInfoData?.data?.attributes?.regions || [];
 
+  // Fetch ThreatScore data if we have a selected scan
+  let threatScoreData = null;
+  if (
+    selectedScanId &&
+    typeof selectedScanId === "string" &&
+    selectedScan?.providerInfo?.provider
+  ) {
+    const complianceId = `prowler_threatscore_${selectedScan.providerInfo.provider.toLowerCase()}`;
+
+    const [attributesData, requirementsData] = await Promise.all([
+      getComplianceAttributes(complianceId),
+      getComplianceRequirements({
+        complianceId,
+        scanId: selectedScanId,
+      }),
+    ]);
+
+    threatScoreData = calculateThreatScore(attributesData, requirementsData);
+  }
+
   return (
     <ContentLayout title="Compliance" icon="lucide:shield-check">
       {selectedScanId ? (
         <>
-          <ComplianceHeader
-            scans={expandedScansData}
-            uniqueRegions={uniqueRegions}
-          />
+          <div className="mb-6 flex flex-col gap-6">
+            <div className="flex items-start justify-between gap-6">
+              <div className="flex-1">
+                <ComplianceHeader
+                  scans={expandedScansData}
+                  uniqueRegions={uniqueRegions}
+                />
+              </div>
+              {threatScoreData &&
+                typeof selectedScanId === "string" &&
+                selectedScan && (
+                  <div className="w-[360px] flex-shrink-0">
+                    <ThreatScoreBadge
+                      score={threatScoreData.score}
+                      scanId={selectedScanId}
+                      provider={selectedScan.providerInfo.provider}
+                      selectedScan={selectedScanData}
+                    />
+                  </div>
+                )}
+            </div>
+          </div>
           <Suspense key={searchParamsKey} fallback={<ComplianceSkeletonGrid />}>
             <SSRComplianceGrid
               searchParams={resolvedSearchParams}
@@ -184,27 +230,36 @@ const SSRComplianceGrid = async ({
 
   return (
     <div className="grid grid-cols-1 gap-4 sm:grid-cols-2 lg:grid-cols-3 2xl:grid-cols-4">
-      {compliancesData.data.map((compliance: ComplianceOverviewData) => {
-        const { attributes, id } = compliance;
-        const { framework, version, requirements_passed, total_requirements } =
-          attributes;
+      {compliancesData.data
+        .filter((compliance: ComplianceOverviewData) => {
+          // Filter out ProwlerThreatScore from the grid
+          return compliance.attributes.framework !== "ProwlerThreatScore";
+        })
+        .map((compliance: ComplianceOverviewData) => {
+          const { attributes, id } = compliance;
+          const {
+            framework,
+            version,
+            requirements_passed,
+            total_requirements,
+          } = attributes;
 
-        return (
-          <ComplianceCard
-            key={id}
-            title={framework}
-            version={version}
-            passingRequirements={requirements_passed}
-            totalRequirements={total_requirements}
-            prevPassingRequirements={requirements_passed}
-            prevTotalRequirements={total_requirements}
-            scanId={scanId}
-            complianceId={id}
-            id={id}
-            selectedScan={selectedScan}
-          />
-        );
-      })}
+          return (
+            <ComplianceCard
+              key={id}
+              title={framework}
+              version={version}
+              passingRequirements={requirements_passed}
+              totalRequirements={total_requirements}
+              prevPassingRequirements={requirements_passed}
+              prevTotalRequirements={total_requirements}
+              scanId={scanId}
+              complianceId={id}
+              id={id}
+              selectedScan={selectedScan}
+            />
+          );
+        })}
     </div>
   );
 };
diff --git a/ui/components/compliance/compliance-header/data-compliance.tsx b/ui/components/compliance/compliance-header/data-compliance.tsx
index 7d29ebfe7d..992dc3d683 100644
--- a/ui/components/compliance/compliance-header/data-compliance.tsx
+++ b/ui/components/compliance/compliance-header/data-compliance.tsx
@@ -19,11 +19,13 @@ export const DataCompliance = ({ scans }: DataComplianceProps) => {
 
   const selectedScanId = scanIdParam || (scans.length > 0 ? scans[0].id : "");
 
+  // Don't auto-push scanId to URL - the server already handles the default scan selection
+  // This avoids duplicate API calls caused by client-side navigation
   useEffect(() => {
     if (!scanIdParam && scans.length > 0) {
       const params = new URLSearchParams(searchParams);
       params.set("scanId", scans[0].id);
-      router.push(`?${params.toString()}`);
+      router.replace(`?${params.toString()}`, { scroll: false });
     }
   }, [scans, scanIdParam, searchParams, router]);
 
diff --git a/ui/components/compliance/index.ts b/ui/components/compliance/index.ts
index 096951a261..4365f4ec65 100644
--- a/ui/components/compliance/index.ts
+++ b/ui/components/compliance/index.ts
@@ -19,3 +19,5 @@ export * from "./skeletons/compliance-accordion-skeleton";
 export * from "./skeletons/compliance-grid-skeleton";
 export * from "./skeletons/heatmap-chart-skeleton";
 export * from "./skeletons/pie-chart-skeleton";
+export * from "./threatscore-badge";
+export * from "./threatscore-logo";
diff --git a/ui/components/compliance/threatscore-badge.tsx b/ui/components/compliance/threatscore-badge.tsx
new file mode 100644
index 0000000000..b9ba9d5b7b
--- /dev/null
+++ b/ui/components/compliance/threatscore-badge.tsx
@@ -0,0 +1,148 @@
+"use client";
+
+import { Button } from "@heroui/button";
+import { Card, CardBody } from "@heroui/card";
+import { Progress } from "@heroui/progress";
+import { DownloadIcon, FileTextIcon } from "lucide-react";
+import { useRouter, useSearchParams } from "next/navigation";
+import { useState } from "react";
+
+import { ThreatScoreLogo } from "@/components/compliance/threatscore-logo";
+import { toast } from "@/components/ui";
+import { downloadComplianceCsv, downloadThreatScorePdf } from "@/lib/helper";
+import type { ScanEntity } from "@/types/scans";
+
+interface ThreatScoreBadgeProps {
+  score: number;
+  scanId: string;
+  provider: string;
+  selectedScan?: ScanEntity;
+}
+
+export const ThreatScoreBadge = ({
+  score,
+  scanId,
+  provider,
+  selectedScan,
+}: ThreatScoreBadgeProps) => {
+  const router = useRouter();
+  const searchParams = useSearchParams();
+  const [isDownloadingPdf, setIsDownloadingPdf] = useState(false);
+  const [isDownloadingCsv, setIsDownloadingCsv] = useState(false);
+
+  const complianceId = `prowler_threatscore_${provider.toLowerCase()}`;
+
+  const getScoreColor = (): "success" | "warning" | "danger" => {
+    if (score >= 80) return "success";
+    if (score >= 40) return "warning";
+    return "danger";
+  };
+
+  const getTextColor = () => {
+    if (score >= 80) return "text-success";
+    if (score >= 40) return "text-warning";
+    return "text-danger";
+  };
+
+  const handleCardClick = () => {
+    const title = "ProwlerThreatScore";
+    const version = "1.0";
+    const formattedTitleForUrl = encodeURIComponent(title);
+    const path = `/compliance/${formattedTitleForUrl}`;
+    const params = new URLSearchParams();
+
+    params.set("complianceId", complianceId);
+    params.set("version", version);
+    params.set("scanId", scanId);
+
+    if (selectedScan) {
+      params.set(
+        "scanData",
+        JSON.stringify({
+          id: selectedScan.id,
+          providerInfo: selectedScan.providerInfo,
+          attributes: selectedScan.attributes,
+        }),
+      );
+    }
+
+    const regionFilter = searchParams.get("filter[region__in]");
+    if (regionFilter) {
+      params.set("filter[region__in]", regionFilter);
+    }
+
+    router.push(`${path}?${params.toString()}`);
+  };
+
+  const handleDownloadPdf = async () => {
+    setIsDownloadingPdf(true);
+    try {
+      await downloadThreatScorePdf(scanId, toast);
+    } finally {
+      setIsDownloadingPdf(false);
+    }
+  };
+
+  const handleDownloadCsv = async () => {
+    setIsDownloadingCsv(true);
+    try {
+      await downloadComplianceCsv(scanId, complianceId, toast);
+    } finally {
+      setIsDownloadingCsv(false);
+    }
+  };
+
+  return (
+    <Card
+      shadow="sm"
+      className="border-default-200 h-full border bg-transparent"
+    >
+      <CardBody className="flex flex-col gap-3 p-4">
+        <button
+          className="border-default-200 hover:border-default-300 hover:bg-default-50/50 flex cursor-pointer flex-row items-center gap-4 rounded-lg border bg-transparent p-3 transition-all"
+          onClick={handleCardClick}
+          type="button"
+        >
+          <ThreatScoreLogo />
+
+          <div className="flex flex-col items-end gap-1">
+            <span className={`text-2xl font-bold ${getTextColor()}`}>
+              {score.toFixed(1)}%
+            </span>
+            <Progress
+              aria-label="ThreatScore progress"
+              value={score}
+              color={getScoreColor()}
+              size="sm"
+              className="w-24"
+            />
+          </div>
+        </button>
+        <div className="flex gap-2">
+          <Button
+            size="sm"
+            variant="ghost"
+            className="text-default-500 hover:text-primary flex-1"
+            startContent={<DownloadIcon size={14} className="text-primary" />}
+            onPress={handleDownloadPdf}
+            isLoading={isDownloadingPdf}
+            isDisabled={isDownloadingCsv}
+          >
+            PDF
+          </Button>
+          <Button
+            size="sm"
+            variant="ghost"
+            className="text-default-500 hover:text-primary flex-1"
+            startContent={<FileTextIcon size={14} className="text-primary" />}
+            onPress={handleDownloadCsv}
+            isLoading={isDownloadingCsv}
+            isDisabled={isDownloadingPdf}
+          >
+            CSV
+          </Button>
+        </div>
+      </CardBody>
+    </Card>
+  );
+};
diff --git a/ui/components/compliance/threatscore-logo.tsx b/ui/components/compliance/threatscore-logo.tsx
new file mode 100644
index 0000000000..d4b98d4ccc
--- /dev/null
+++ b/ui/components/compliance/threatscore-logo.tsx
@@ -0,0 +1,79 @@
+"use client";
+
+import { useTheme } from "next-themes";
+import { useEffect, useState } from "react";
+
+export const ThreatScoreLogo = () => {
+  const { resolvedTheme } = useTheme();
+  const [mounted, setMounted] = useState(false);
+
+  // Avoid hydration mismatch by only rendering after mount
+  useEffect(() => {
+    setMounted(true);
+  }, []);
+
+  if (!mounted) {
+    return <div className="h-14" style={{ width: "280px", height: "56px" }} />;
+  }
+
+  const prowlerColor = resolvedTheme === "dark" ? "#fff" : "#000";
+
+  return (
+    <svg
+      viewBox="0 0 1000 280"
+      fill="none"
+      xmlns="http://www.w3.org/2000/svg"
+      className="h-14 w-auto"
+      preserveAspectRatio="xMinYMid meet"
+    >
+      {/* Prowler logo from the new SVG - scaled and positioned to match THREATSCORE size */}
+      <g transform="scale(0.50) translate(-60, 20)">
+        <path
+          fill={prowlerColor}
+          d="M1222.86,185.51c20.76-12.21,34.44-34.9,34.44-59.79,0-38.18-31.06-69.25-69.25-69.25l-216.9.23v145.17h-64.8V56.47h-79.95s-47.14,95.97-47.14,95.97V56.47h-52.09s-47.14,95.97-47.14,95.97V56.47h-53.48v69.6c-12.72-41.96-51.75-72.6-97.81-72.6-42.63,0-79.24,26.25-94.54,63.43-4.35-34.03-33.48-60.43-68.67-60.43h-100.01v47.43c-9.16-27.52-35.14-47.43-65.71-47.43H53.47s46.34,46.33,46.34,46.33v151.64h53.47v-76.68l17.21,17.21h29.33c30.56,0,56.54-19.91,65.71-47.43v106.91h53.48v-81.51l76.01,81.51h69.62l-64.29-68.94c11.14-6.56,20.22-16.15,26.26-27.46,1.27,55.26,46.58,99.82,102.14,99.82,46.06,0,85.09-30.64,97.81-72.6v69.18h60.88l38.34-78.06v78.06h60.88l66.2-134.78v135.69h95.41l22.86-22.86v22.86h95.05l21.84-21.84v20.93h53.48v-81.5l76.01,81.5h69.62l-64.29-68.94ZM199.83,141.5h-46.54v-31.54h46.54c8.7,0,15.77,7.07,15.77,15.77s-7.07,15.77-15.77,15.77ZM365.55,141.5l-46.54-.18v-31.36h46.54c8.7,0,15.77,7.07,15.77,15.77s-7.08,15.77-15.77,15.77ZM528.76,204.39c-26.86,0-48.72-21.86-48.72-48.72s21.86-48.72,48.72-48.72,48.72,21.86,48.72,48.72-21.86,48.72-48.72,48.72ZM1088.03,201.88h-63.41v-20.35h42.91v-50.88h-42.91v-20.46h63.41v91.69ZM1188.05,141.5l-46.54-.18v-31.36h46.54c8.7,0,15.77,7.07,15.77,15.77s-7.07,15.77-15.77,15.77Z"
+        />
+      </g>
+
+      {/* THREATSCORE text */}
+      <text x="0" y="240" fontSize="80" fontWeight="700" fill="#22c55e">
+        THREATSCORE
+      </text>
+
+      {/* Gauge icon - semicircular meter - 1.5x larger */}
+      <g transform="translate(680, 0) scale(2)">
+        {/* Gauge arcs - drawing from left to right (orange, red, green) */}
+        <path
+          d="M 20 80 A 60 60 0 0 1 50 29.6"
+          stroke="#fb923c"
+          strokeWidth="16"
+          fill="none"
+          strokeLinecap="round"
+        />
+        <path
+          d="M 50 29.6 A 60 60 0 0 1 110 29.6"
+          stroke="#ef4444"
+          strokeWidth="16"
+          fill="none"
+          strokeLinecap="round"
+        />
+        <path
+          d="M 110 29.6 A 60 60 0 0 1 140 80"
+          stroke="#22c55e"
+          strokeWidth="16"
+          fill="none"
+          strokeLinecap="round"
+        />
+
+        {/* Checkmark */}
+        <path
+          d="M 60 80 L 72 92 L 104 60"
+          stroke="#22c55e"
+          strokeWidth="8"
+          fill="none"
+          strokeLinecap="round"
+          strokeLinejoin="round"
+        />
+      </g>
+    </svg>
+  );
+};
diff --git a/ui/lib/compliance/threatscore-calculator.ts b/ui/lib/compliance/threatscore-calculator.ts
new file mode 100644
index 0000000000..d2067d08fb
--- /dev/null
+++ b/ui/lib/compliance/threatscore-calculator.ts
@@ -0,0 +1,69 @@
+import { AttributesData, RequirementsData } from "@/types/compliance";
+
+export interface ThreatScoreResult {
+  score: number;
+}
+
+/**
+ * Calculates the ThreatScore for a given provider's compliance data.
+ * This function replicates the calculation logic from the server-side getThreatScore
+ * but operates on already-fetched attribute and requirement data.
+ *
+ * @param attributesData - Compliance attributes containing metadata like Weight and LevelOfRisk
+ * @param requirementsData - Compliance requirements containing passed and total findings
+ * @returns The calculated ThreatScore or null if calculation fails
+ */
+export function calculateThreatScore(
+  attributesData: AttributesData | undefined,
+  requirementsData: RequirementsData | undefined,
+): ThreatScoreResult | null {
+  if (!attributesData?.data || !requirementsData?.data) {
+    return null;
+  }
+
+  // Create requirements map for fast lookup
+  const requirementsMap = new Map();
+  for (const req of requirementsData.data) {
+    requirementsMap.set(req.id, req);
+  }
+
+  // Calculate ThreatScore using the same formula as the server-side version
+  let numerator = 0;
+  let denominator = 0;
+  let hasFindings = false;
+
+  for (const attributeItem of attributesData.data) {
+    const id = attributeItem.id;
+    const metadataArray = attributeItem.attributes?.attributes
+      ?.metadata as any[];
+    const attrs = metadataArray?.[0];
+    if (!attrs) continue;
+
+    const requirementData = requirementsMap.get(id);
+    if (!requirementData) continue;
+
+    const pass_i = requirementData.attributes.passed_findings || 0;
+    const total_i = requirementData.attributes.total_findings || 0;
+
+    if (total_i === 0) continue;
+
+    hasFindings = true;
+    const rate_i = pass_i / total_i;
+    const weight_i = attrs.Weight || 1;
+    const levelOfRisk = attrs.LevelOfRisk || 0;
+    const rfac_i = 1 + 0.25 * levelOfRisk;
+
+    numerator += rate_i * total_i * weight_i * rfac_i;
+    denominator += total_i * weight_i * rfac_i;
+  }
+
+  const score = !hasFindings
+    ? 100
+    : denominator > 0
+      ? (numerator / denominator) * 100
+      : 0;
+
+  return {
+    score: Math.round(score * 100) / 100,
+  };
+}
diff --git a/ui/lib/helper.ts b/ui/lib/helper.ts
index 1888b63dcb..89b352c90b 100644
--- a/ui/lib/helper.ts
+++ b/ui/lib/helper.ts
@@ -1,4 +1,8 @@
-import { getComplianceCsv, getExportsZip } from "@/actions/scans";
+import {
+  getComplianceCsv,
+  getExportsZip,
+  getThreatScorePdf,
+} from "@/actions/scans";
 import { getTask } from "@/actions/task";
 import { auth } from "@/auth.config";
 import { useToast } from "@/components/ui";
@@ -137,13 +141,15 @@ export const downloadScanZip = async (
   }
 };
 
-export const downloadComplianceCsv = async (
-  scanId: string,
-  complianceId: string,
+/**
+ * Generic function to download a file from base64 data
+ */
+const downloadFile = async (
+  result: any,
+  outputType: string,
+  successMessage: string,
   toast: ReturnType<typeof useToast>["toast"],
 ): Promise<void> => {
-  const result = await getComplianceCsv(scanId, complianceId);
-
   if (result?.pending) {
     toast({
       title: "The report is still being generated",
@@ -160,7 +166,7 @@ export const downloadComplianceCsv = async (
         bytes[i] = binaryString.charCodeAt(i);
       }
 
-      const blob = new Blob([bytes], { type: "text/csv" });
+      const blob = new Blob([bytes], { type: outputType });
       const url = window.URL.createObjectURL(blob);
       const a = document.createElement("a");
       a.href = url;
@@ -172,7 +178,7 @@ export const downloadComplianceCsv = async (
 
       toast({
         title: "Download Complete",
-        description: "The compliance report has been downloaded successfully.",
+        description: successMessage,
       });
     } catch (error) {
       toast({
@@ -201,6 +207,33 @@ export const downloadComplianceCsv = async (
   });
 };
 
+export const downloadComplianceCsv = async (
+  scanId: string,
+  complianceId: string,
+  toast: ReturnType<typeof useToast>["toast"],
+): Promise<void> => {
+  const result = await getComplianceCsv(scanId, complianceId);
+  await downloadFile(
+    result,
+    "text/csv",
+    "The compliance report has been downloaded successfully.",
+    toast,
+  );
+};
+
+export const downloadThreatScorePdf = async (
+  scanId: string,
+  toast: ReturnType<typeof useToast>["toast"],
+): Promise<void> => {
+  const result = await getThreatScorePdf(scanId);
+  await downloadFile(
+    result,
+    "application/pdf",
+    "The ThreatScore PDF report has been downloaded successfully.",
+    toast,
+  );
+};
+
 export const isGoogleOAuthEnabled =
   !!process.env.SOCIAL_GOOGLE_OAUTH_CLIENT_ID &&
   !!process.env.SOCIAL_GOOGLE_OAUTH_CLIENT_SECRET;

From 665662939157074b422ac63ec08147e0a356792f Mon Sep 17 00:00:00 2001
From: Andoni Alonso <14891798+andoniaf@users.noreply.github.com>
Date: Wed, 22 Oct 2025 16:07:28 +0200
Subject: [PATCH 03/11] docs: include docker platform warning in App
 installation too (#8979)

---
 docs/getting-started/installation/prowler-app.mdx | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/getting-started/installation/prowler-app.mdx b/docs/getting-started/installation/prowler-app.mdx
index 862d76a73f..4c49b8d4f0 100644
--- a/docs/getting-started/installation/prowler-app.mdx
+++ b/docs/getting-started/installation/prowler-app.mdx
@@ -25,6 +25,9 @@ Prowler configuration is based in `.env` files. Every version of Prowler can hav
     curl -LO https://raw.githubusercontent.com/prowler-cloud/prowler/refs/heads/master/.env
     docker compose up -d
     ```
+
+    > Containers are built for `linux/amd64`. If your workstation's architecture is different, please set `DOCKER_DEFAULT_PLATFORM=linux/amd64` in your environment or use the `--platform linux/amd64` flag in the docker command.
+
   </Tab>
   <Tab title="GitHub">
     _Requirements_:

From f8c8dee2b32cf7768f18787f9763a497dc04f710 Mon Sep 17 00:00:00 2001
From: lydiavilchez <114735608+lydiavilchez@users.noreply.github.com>
Date: Wed, 22 Oct 2025 16:45:26 +0200
Subject: [PATCH 04/11] feat(gcp): add
 `cloudstorage_bucket_lifecycle_management_enabled` check (#8936)

Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>
---
 prowler/CHANGELOG.md                          |   1 +
 .../__init__.py                               |   0
 ...lifecycle_management_enabled.metadata.json |  34 +++
 ...age_bucket_lifecycle_management_enabled.py |  48 ++++
 .../cloudstorage/cloudstorage_service.py      |  10 +
 ...ucket_lifecycle_management_enabled_test.py | 223 ++++++++++++++++++
 6 files changed, 316 insertions(+)
 create mode 100644 prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/__init__.py
 create mode 100644 prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.metadata.json
 create mode 100644 prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.py
 create mode 100644 tests/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled_test.py

diff --git a/prowler/CHANGELOG.md b/prowler/CHANGELOG.md
index 712c53ac25..2b5bdfd42a 100644
--- a/prowler/CHANGELOG.md
+++ b/prowler/CHANGELOG.md
@@ -17,6 +17,7 @@ All notable changes to the **Prowler SDK** are documented in this file.
 - Oracle Cloud provider with CIS 3.0 benchmark [(#8893)](https://github.com/prowler-cloud/prowler/pull/8893)
 - Support for Atlassian Document Format (ADF) in Jira integration [(#8878)](https://github.com/prowler-cloud/prowler/pull/8878)
 - Add Common Cloud Controls for AWS, Azure and GCP [(#8000)](https://github.com/prowler-cloud/prowler/pull/8000)
+- `cloudstorage_bucket_lifecycle_management_enabled` check for GCP provider [(#8936)](https://github.com/prowler-cloud/prowler/pull/8936)
 
 ### Changed
 
diff --git a/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/__init__.py b/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.metadata.json b/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.metadata.json
new file mode 100644
index 0000000000..450f2d96c5
--- /dev/null
+++ b/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.metadata.json
@@ -0,0 +1,34 @@
+{
+  "Provider": "gcp",
+  "CheckID": "cloudstorage_bucket_lifecycle_management_enabled",
+  "CheckTitle": "Cloud Storage buckets have lifecycle management enabled",
+  "CheckType": [],
+  "ServiceName": "cloudstorage",
+  "SubServiceName": "",
+  "ResourceIdTemplate": "",
+  "Severity": "medium",
+  "ResourceType": "storage.googleapis.com/Bucket",
+  "Description": "**Google Cloud Storage buckets** are evaluated for the presence of **lifecycle management** with at least one valid rule (supported action and non-empty condition) to automatically transition or delete objects and optimize storage costs.",
+  "Risk": "Buckets without lifecycle rules can accumulate stale data, increase storage costs, and fail to meet data retention and internal compliance requirements.",
+  "RelatedUrl": "",
+  "AdditionalURLs": [
+    "https://www.trendmicro.com/cloudoneconformity/knowledge-base/gcp/CloudStorage/enable-lifecycle-management.html",
+    "https://cloud.google.com/storage/docs/lifecycle"
+  ],
+  "Remediation": {
+    "Code": {
+      "CLI": "gcloud storage buckets update gs://<BUCKET_NAME> --lifecycle-file=<PATH_TO_JSON>",
+      "NativeIaC": "",
+      "Other": "1) Open Google Cloud Console → Storage → Buckets → <BUCKET_NAME>\n2) Tab 'Lifecycle'\n3) Add rule(s) to delete or transition objects (e.g., delete after 365 days; transition STANDARD→NEARLINE after 90 days)\n4) Save",
+      "Terraform": "```hcl\n# Example: enable lifecycle to transition and delete objects\nresource \"google_storage_bucket\" \"example\" {\n  name     = var.bucket_name\n  location = var.location\n\n  # Transition STANDARD → NEARLINE after 90 days\n  lifecycle_rule {\n    action {\n      type          = \"SetStorageClass\"\n      storage_class = \"NEARLINE\"\n    }\n    condition {\n      age                   = 90\n      matches_storage_class = [\"STANDARD\"]\n    }\n  }\n\n  # Delete objects after 365 days\n  lifecycle_rule {\n    action {\n      type = \"Delete\"\n    }\n    condition {\n      age = 365\n    }\n  }\n}\n```"
+    },
+    "Recommendation": {
+      "Text": "Configure lifecycle rules to automatically delete stale objects or transition them to colder storage classes according to your organization's retention and cost-optimization policy.",
+      "Url": "https://hub.prowler.com/check/cloudstorage_bucket_lifecycle_management_enabled"
+    }
+  },
+  "Categories": [],
+  "DependsOn": [],
+  "RelatedTo": [],
+  "Notes": ""
+}
diff --git a/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.py b/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.py
new file mode 100644
index 0000000000..951bf57d4f
--- /dev/null
+++ b/prowler/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled.py
@@ -0,0 +1,48 @@
+from prowler.lib.check.models import Check, Check_Report_GCP
+from prowler.providers.gcp.services.cloudstorage.cloudstorage_client import (
+    cloudstorage_client,
+)
+
+
+class cloudstorage_bucket_lifecycle_management_enabled(Check):
+    """Ensure Cloud Storage buckets have lifecycle management enabled with at least one valid rule.
+
+    Reports PASS if a bucket has at least one valid lifecycle rule
+    (with a supported action and condition), otherwise FAIL.
+
+    """
+
+    def execute(self) -> list[Check_Report_GCP]:
+        """Run the lifecycle management check for each Cloud Storage bucket.
+
+        Returns:
+            list[Check_Report_GCP]: Results for all evaluated buckets.
+        """
+
+        findings = []
+        for bucket in cloudstorage_client.buckets:
+            report = Check_Report_GCP(metadata=self.metadata(), resource=bucket)
+            report.status = "FAIL"
+            report.status_extended = (
+                f"Bucket {bucket.name} does not have lifecycle management enabled."
+            )
+
+            rules = bucket.lifecycle_rules
+
+            if rules:
+                valid_rules = []
+                for rule in rules:
+                    action_type = rule.get("action", {}).get("type")
+                    condition = rule.get("condition")
+                    if action_type and condition:
+                        valid_rules.append(rule)
+
+                if valid_rules:
+                    report.status = "PASS"
+                    report.status_extended = f"Bucket {bucket.name} has lifecycle management enabled with {len(valid_rules)} valid rule(s)."
+                else:
+                    report.status = "FAIL"
+                    report.status_extended = f"Bucket {bucket.name} has lifecycle rules configured but none are valid."
+
+            findings.append(report)
+        return findings
diff --git a/prowler/providers/gcp/services/cloudstorage/cloudstorage_service.py b/prowler/providers/gcp/services/cloudstorage/cloudstorage_service.py
index 294455077c..7d155d254f 100644
--- a/prowler/providers/gcp/services/cloudstorage/cloudstorage_service.py
+++ b/prowler/providers/gcp/services/cloudstorage/cloudstorage_service.py
@@ -31,6 +31,14 @@ class CloudStorage(GCPService):
                             bucket_iam
                         ) or "allUsers" in str(bucket_iam):
                             public = True
+
+                        lifecycle_rules = None
+                        lifecycle = bucket.get("lifecycle")
+                        if isinstance(lifecycle, dict):
+                            rules = lifecycle.get("rule")
+                            if isinstance(rules, list):
+                                lifecycle_rules = rules
+
                         self.buckets.append(
                             Bucket(
                                 name=bucket["name"],
@@ -42,6 +50,7 @@ class CloudStorage(GCPService):
                                 public=public,
                                 retention_policy=bucket.get("retentionPolicy"),
                                 project_id=project_id,
+                                lifecycle_rules=lifecycle_rules,
                             )
                         )
 
@@ -62,3 +71,4 @@ class Bucket(BaseModel):
     public: bool
     project_id: str
     retention_policy: Optional[dict] = None
+    lifecycle_rules: Optional[list[dict]] = None
diff --git a/tests/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled_test.py b/tests/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled_test.py
new file mode 100644
index 0000000000..17016645a7
--- /dev/null
+++ b/tests/providers/gcp/services/cloudstorage/cloudstorage_bucket_lifecycle_management_enabled/cloudstorage_bucket_lifecycle_management_enabled_test.py
@@ -0,0 +1,223 @@
+from unittest import mock
+
+from tests.providers.gcp.gcp_fixtures import (
+    GCP_PROJECT_ID,
+    GCP_US_CENTER1_LOCATION,
+    set_mocked_gcp_provider,
+)
+
+
+class TestCloudStorageBucketLifecycleManagementEnabled:
+    def test_bucket_without_lifecycle_rules(self):
+        cloudstorage_client = mock.MagicMock()
+
+        with (
+            mock.patch(
+                "prowler.providers.common.provider.Provider.get_global_provider",
+                return_value=set_mocked_gcp_provider(),
+            ),
+            mock.patch(
+                "prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_client",
+                new=cloudstorage_client,
+            ),
+        ):
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled import (
+                cloudstorage_bucket_lifecycle_management_enabled,
+            )
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_service import (
+                Bucket,
+            )
+
+            cloudstorage_client.project_ids = [GCP_PROJECT_ID]
+            cloudstorage_client.region = GCP_US_CENTER1_LOCATION
+
+            cloudstorage_client.buckets = [
+                Bucket(
+                    name="no-lifecycle",
+                    id="no-lifecycle",
+                    region=GCP_US_CENTER1_LOCATION,
+                    uniform_bucket_level_access=True,
+                    public=False,
+                    retention_policy=None,
+                    project_id=GCP_PROJECT_ID,
+                    lifecycle_rules=[],
+                )
+            ]
+
+            check = cloudstorage_bucket_lifecycle_management_enabled()
+            result = check.execute()
+
+            assert len(result) == 1
+            assert result[0].status == "FAIL"
+            assert (
+                result[0].status_extended
+                == f"Bucket {cloudstorage_client.buckets[0].name} does not have lifecycle management enabled."
+            )
+            assert result[0].resource_id == "no-lifecycle"
+            assert result[0].resource_name == "no-lifecycle"
+            assert result[0].location == GCP_US_CENTER1_LOCATION
+            assert result[0].project_id == GCP_PROJECT_ID
+
+    def test_bucket_with_minimal_delete_rule(self):
+        cloudstorage_client = mock.MagicMock()
+
+        with (
+            mock.patch(
+                "prowler.providers.common.provider.Provider.get_global_provider",
+                return_value=set_mocked_gcp_provider(),
+            ),
+            mock.patch(
+                "prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_client",
+                new=cloudstorage_client,
+            ),
+        ):
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled import (
+                cloudstorage_bucket_lifecycle_management_enabled,
+            )
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_service import (
+                Bucket,
+            )
+
+            cloudstorage_client.project_ids = [GCP_PROJECT_ID]
+            cloudstorage_client.region = GCP_US_CENTER1_LOCATION
+
+            cloudstorage_client.buckets = [
+                Bucket(
+                    name="delete-rule",
+                    id="delete-rule",
+                    region=GCP_US_CENTER1_LOCATION,
+                    uniform_bucket_level_access=True,
+                    public=False,
+                    retention_policy=None,
+                    project_id=GCP_PROJECT_ID,
+                    lifecycle_rules=[
+                        {"action": {"type": "Delete"}, "condition": {"age": 30}}
+                    ],
+                )
+            ]
+
+            check = cloudstorage_bucket_lifecycle_management_enabled()
+            result = check.execute()
+
+            assert len(result) == 1
+            assert result[0].status == "PASS"
+            assert (
+                result[0].status_extended
+                == f"Bucket {cloudstorage_client.buckets[0].name} has lifecycle management enabled with 1 valid rule(s)."
+            )
+            assert result[0].resource_id == "delete-rule"
+            assert result[0].resource_name == "delete-rule"
+            assert result[0].location == GCP_US_CENTER1_LOCATION
+            assert result[0].project_id == GCP_PROJECT_ID
+
+    def test_bucket_with_transition_and_delete_rules(self):
+        cloudstorage_client = mock.MagicMock()
+
+        with (
+            mock.patch(
+                "prowler.providers.common.provider.Provider.get_global_provider",
+                return_value=set_mocked_gcp_provider(),
+            ),
+            mock.patch(
+                "prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_client",
+                new=cloudstorage_client,
+            ),
+        ):
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled import (
+                cloudstorage_bucket_lifecycle_management_enabled,
+            )
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_service import (
+                Bucket,
+            )
+
+            cloudstorage_client.project_ids = [GCP_PROJECT_ID]
+            cloudstorage_client.region = GCP_US_CENTER1_LOCATION
+
+            cloudstorage_client.buckets = [
+                Bucket(
+                    name="transition-delete",
+                    id="transition-delete",
+                    region=GCP_US_CENTER1_LOCATION,
+                    uniform_bucket_level_access=True,
+                    public=False,
+                    retention_policy=None,
+                    project_id=GCP_PROJECT_ID,
+                    lifecycle_rules=[
+                        {
+                            "action": {
+                                "type": "SetStorageClass",
+                                "storageClass": "NEARLINE",
+                            },
+                            "condition": {"matchesStorageClass": ["STANDARD"]},
+                        },
+                        {"action": {"type": "Delete"}, "condition": {"age": 365}},
+                    ],
+                )
+            ]
+
+            check = cloudstorage_bucket_lifecycle_management_enabled()
+            result = check.execute()
+
+            assert len(result) == 1
+            assert result[0].status == "PASS"
+            assert (
+                result[0].status_extended
+                == f"Bucket {cloudstorage_client.buckets[0].name} has lifecycle management enabled with 2 valid rule(s)."
+            )
+            assert result[0].resource_id == "transition-delete"
+            assert result[0].resource_name == "transition-delete"
+            assert result[0].location == GCP_US_CENTER1_LOCATION
+            assert result[0].project_id == GCP_PROJECT_ID
+
+    def test_bucket_with_invalid_lifecycle_rules(self):
+        cloudstorage_client = mock.MagicMock()
+
+        with (
+            mock.patch(
+                "prowler.providers.common.provider.Provider.get_global_provider",
+                return_value=set_mocked_gcp_provider(),
+            ),
+            mock.patch(
+                "prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_client",
+                new=cloudstorage_client,
+            ),
+        ):
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_bucket_lifecycle_management_enabled.cloudstorage_bucket_lifecycle_management_enabled import (
+                cloudstorage_bucket_lifecycle_management_enabled,
+            )
+            from prowler.providers.gcp.services.cloudstorage.cloudstorage_service import (
+                Bucket,
+            )
+
+            cloudstorage_client.project_ids = [GCP_PROJECT_ID]
+            cloudstorage_client.region = GCP_US_CENTER1_LOCATION
+
+            cloudstorage_client.buckets = [
+                Bucket(
+                    name="invalid-rules",
+                    id="invalid-rules",
+                    region=GCP_US_CENTER1_LOCATION,
+                    uniform_bucket_level_access=True,
+                    public=False,
+                    retention_policy=None,
+                    project_id=GCP_PROJECT_ID,
+                    lifecycle_rules=[
+                        {"action": {}, "condition": {"age": 30}},
+                        {"action": {"type": "Delete"}, "condition": {}},
+                    ],
+                )
+            ]
+
+            check = cloudstorage_bucket_lifecycle_management_enabled()
+            result = check.execute()
+
+            assert len(result) == 1
+            assert result[0].status == "FAIL"
+            assert (
+                result[0].status_extended
+                == f"Bucket {cloudstorage_client.buckets[0].name} has lifecycle rules configured but none are valid."
+            )
+            assert result[0].resource_id == "invalid-rules"
+            assert result[0].resource_name == "invalid-rules"
+            assert result[0].location == GCP_US_CENTER1_LOCATION
+            assert result[0].project_id == GCP_PROJECT_ID

From a47f6444f8220822a2fca3e7b4219a18c6553118 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 16:45:38 +0200
Subject: [PATCH 05/11] chore(github): improve conflicts checker action (#8980)

---
 .github/workflows/pr-conflict-checker.yml | 156 ++++++++--------------
 1 file changed, 52 insertions(+), 104 deletions(-)

diff --git a/.github/workflows/pr-conflict-checker.yml b/.github/workflows/pr-conflict-checker.yml
index 77280d5136..3761d252a3 100644
--- a/.github/workflows/pr-conflict-checker.yml
+++ b/.github/workflows/pr-conflict-checker.yml
@@ -1,42 +1,40 @@
-name: Prowler - PR Conflict Checker
+name: 'Tools: PR Conflict Checker'
 
 on:
-  pull_request:
+  pull_request_target:
     types:
-      - opened
-      - synchronize
-      - reopened
+      - 'opened'
+      - 'synchronize'
+      - 'reopened'
     branches:
-      - "master"
-      - "v5.*"
-  # Leaving this commented until we find a way to run it for forks but in Prowler's context
-  # pull_request_target:
-  #   types:
-  #     - opened
-  #     - synchronize
-  #     - reopened
-  #   branches:
-  #     - "master"
-  #     - "v5.*"
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
 
 jobs:
-  conflict-checker:
+  check-conflicts:
     runs-on: ubuntu-latest
+    timeout-minutes: 15
     permissions:
       contents: read
       pull-requests: write
       issues: write
 
     steps:
-      - name: Checkout repository
+      - name: Checkout PR head
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          fetch-depth: 0
 
       - name: Get changed files
         id: changed-files
         uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
         with:
-          files: |
-            **
+          files: '**'
 
       - name: Check for conflict markers
         id: conflict-check
@@ -51,10 +49,10 @@ jobs:
             if [ -f "$file" ]; then
               echo "Checking file: $file"
 
-              # Look for conflict markers
-              if grep -l "^<<<<<<<\|^=======\|^>>>>>>>" "$file" 2>/dev/null; then
+              # Look for conflict markers (more precise regex)
+              if grep -qE '^(<<<<<<<|=======|>>>>>>>)' "$file" 2>/dev/null; then
                 echo "Conflict markers found in: $file"
-                CONFLICT_FILES="$CONFLICT_FILES$file "
+                CONFLICT_FILES="${CONFLICT_FILES}- \`${file}\`"$'\n'
                 HAS_CONFLICTS=true
               fi
             fi
@@ -62,114 +60,64 @@ jobs:
 
           if [ "$HAS_CONFLICTS" = true ]; then
             echo "has_conflicts=true" >> $GITHUB_OUTPUT
-            echo "conflict_files=$CONFLICT_FILES" >> $GITHUB_OUTPUT
-            echo "Conflict markers detected in files: $CONFLICT_FILES"
+            {
+              echo "conflict_files<<EOF"
+              echo "$CONFLICT_FILES"
+              echo "EOF"
+            } >> $GITHUB_OUTPUT
+            echo "Conflict markers detected"
           else
             echo "has_conflicts=false" >> $GITHUB_OUTPUT
             echo "No conflict markers found in changed files"
           fi
 
-      - name: Add conflict label
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
-        with:
-          github-token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          script: |
-            const { data: labels } = await github.rest.issues.listLabelsOnIssue({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: context.issue.number,
-            });
+      - name: Manage conflict label
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          HAS_CONFLICTS: ${{ steps.conflict-check.outputs.has_conflicts }}
+        run: |
+          LABEL_NAME="has-conflicts"
 
-            const hasConflictLabel = labels.some(label => label.name === 'has-conflicts');
+          # Add or remove label based on conflict status
+          if [ "$HAS_CONFLICTS" = "true" ]; then
+            echo "Adding conflict label to PR #${PR_NUMBER}..."
+            gh pr edit "$PR_NUMBER" --add-label "$LABEL_NAME" --repo ${{ github.repository }} || true
+          else
+            echo "Removing conflict label from PR #${PR_NUMBER}..."
+            gh pr edit "$PR_NUMBER" --remove-label "$LABEL_NAME" --repo ${{ github.repository }} || true
+          fi
 
-            if (!hasConflictLabel) {
-              await github.rest.issues.addLabels({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: context.issue.number,
-                labels: ['has-conflicts']
-              });
-              console.log('Added has-conflicts label');
-            } else {
-              console.log('has-conflicts label already exists');
-            }
-
-      - name: Remove conflict label
-        if: steps.conflict-check.outputs.has_conflicts == 'false'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
-        with:
-          github-token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          script: |
-            try {
-              await github.rest.issues.removeLabel({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: context.issue.number,
-                name: 'has-conflicts'
-              });
-              console.log('Removed has-conflicts label');
-            } catch (error) {
-              if (error.status === 404) {
-                console.log('has-conflicts label was not present');
-              } else {
-                throw error;
-              }
-            }
-
-      - name: Find existing conflict comment
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
+      - name: Find existing comment
         uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
         id: find-comment
         with:
           issue-number: ${{ github.event.pull_request.number }}
           comment-author: 'github-actions[bot]'
-          body-regex: '(⚠️ \*\*Conflict Markers Detected\*\*|✅ \*\*Conflict Markers Resolved\*\*)'
+          body-includes: '<!-- conflict-checker-comment -->'
 
-      - name: Create or update conflict comment
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
+      - name: Create or update comment
         uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
         with:
           comment-id: ${{ steps.find-comment.outputs.comment-id }}
           issue-number: ${{ github.event.pull_request.number }}
           edit-mode: replace
           body: |
-            ⚠️ **Conflict Markers Detected**
+            <!-- conflict-checker-comment -->
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && '⚠️ **Conflict Markers Detected**' || '✅ **Conflict Markers Resolved**' }}
 
-            This pull request contains unresolved conflict markers in the following files:
-            ```
-            ${{ steps.conflict-check.outputs.conflict_files }}
-            ```
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && format('This pull request contains unresolved conflict markers in the following files:
+
+            {0}
 
             Please resolve these conflicts by:
             1. Locating the conflict markers: `<<<<<<<`, `=======`, and `>>>>>>>`
             2. Manually editing the files to resolve the conflicts
             3. Removing all conflict markers
-            4. Committing and pushing the changes
-
-      - name: Find existing conflict comment when resolved
-        if: steps.conflict-check.outputs.has_conflicts == 'false'
-        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
-        id: find-resolved-comment
-        with:
-          issue-number: ${{ github.event.pull_request.number }}
-          comment-author: 'github-actions[bot]'
-          body-regex: '(⚠️ \*\*Conflict Markers Detected\*\*|✅ \*\*Conflict Markers Resolved\*\*)'
-
-      - name: Update comment when conflicts resolved
-        if: steps.conflict-check.outputs.has_conflicts == 'false' && steps.find-resolved-comment.outputs.comment-id != ''
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ steps.find-resolved-comment.outputs.comment-id }}
-          issue-number: ${{ github.event.pull_request.number }}
-          edit-mode: replace
-          body: |
-            ✅ **Conflict Markers Resolved**
-
-            All conflict markers have been successfully resolved in this pull request.
+            4. Committing and pushing the changes', steps.conflict-check.outputs.conflict_files) || 'All conflict markers have been successfully resolved in this pull request.' }}
 
       - name: Fail workflow if conflicts detected
         if: steps.conflict-check.outputs.has_conflicts == 'true'
         run: |
-          echo "::error::Workflow failed due to conflict markers in files: ${{ steps.conflict-check.outputs.conflict_files }}"
+          echo "::error::Workflow failed due to conflict markers detected in the PR"
           exit 1

From f5cccecac67260e293ee20a79fcb7519fddb4f43 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 17:02:51 +0200
Subject: [PATCH 06/11] chore(github): improve prepare release action (#8981)

---
 ...reparation.yml => prowler-prepare-release.yml} | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)
 rename .github/workflows/{prowler-release-preparation.yml => prowler-prepare-release.yml} (98%)

diff --git a/.github/workflows/prowler-release-preparation.yml b/.github/workflows/prowler-prepare-release.yml
similarity index 98%
rename from .github/workflows/prowler-release-preparation.yml
rename to .github/workflows/prowler-prepare-release.yml
index 7ecd937554..33f554d898 100644
--- a/.github/workflows/prowler-release-preparation.yml
+++ b/.github/workflows/prowler-prepare-release.yml
@@ -1,6 +1,6 @@
-name: Prowler - Release Preparation
+name: 'Tools: Prepare Release'
 
-run-name: Prowler Release Preparation for ${{ inputs.prowler_version }}
+run-name: 'Prepare Release for Prowler ${{ inputs.prowler_version }}'
 
 on:
   workflow_dispatch:
@@ -10,18 +10,23 @@ on:
         required: true
         type: string
 
+concurrency:
+  group: ${{ github.workflow }}-${{ inputs.prowler_version }}
+  cancel-in-progress: false
+
 env:
-  PROWLER_VERSION: ${{ github.event.inputs.prowler_version }}
+  PROWLER_VERSION: ${{ inputs.prowler_version }}
 
 jobs:
   prepare-release:
     if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     permissions:
       contents: write
       pull-requests: write
     steps:
-    - name: Checkout code
+    - name: Checkout repository
       uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       with:
         fetch-depth: 0
@@ -34,7 +39,7 @@ jobs:
 
     - name: Install Poetry
       run: |
-        python3 -m pip install --user poetry
+        python3 -m pip install --user poetry==2.1.1
         echo "$HOME/.local/bin" >> $GITHUB_PATH
 
     - name: Configure Git

From 52ed92ac6a692640b7d2be03033a1bd35380adb1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 17:17:22 +0200
Subject: [PATCH 07/11] chore(github): improve check changelog action (#8983)

---
 .github/workflows/pr-check-changelog.yml      | 103 ++++++++++++++++++
 .../pull-request-check-changelog.yml          |  77 -------------
 2 files changed, 103 insertions(+), 77 deletions(-)
 create mode 100644 .github/workflows/pr-check-changelog.yml
 delete mode 100644 .github/workflows/pull-request-check-changelog.yml

diff --git a/.github/workflows/pr-check-changelog.yml b/.github/workflows/pr-check-changelog.yml
new file mode 100644
index 0000000000..f8de212e2a
--- /dev/null
+++ b/.github/workflows/pr-check-changelog.yml
@@ -0,0 +1,103 @@
+name: 'Tools: Check Changelog'
+
+on:
+  pull_request:
+    types:
+      - 'opened'
+      - 'synchronize'
+      - 'reopened'
+      - 'labeled'
+      - 'unlabeled'
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  check-changelog:
+    if: contains(github.event.pull_request.labels.*.name, 'no-changelog') == false
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+    env:
+      MONITORED_FOLDERS: 'api ui prowler mcp_server'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          fetch-depth: 0
+
+      - name: Get changed files
+        id: changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            api/**
+            ui/**
+            prowler/**
+            mcp_server/**
+
+      - name: Check for folder changes and changelog presence
+        id: check-folders
+        run: |
+          missing_changelogs=""
+
+          # Check api folder
+          if [[ "${{ steps.changed-files.outputs.any_changed }}" == "true" ]]; then
+            for folder in $MONITORED_FOLDERS; do
+              # Get files changed in this folder
+              changed_in_folder=$(echo "${{ steps.changed-files.outputs.all_changed_files }}" | tr ' ' '\n' | grep "^${folder}/" || true)
+
+              if [ -n "$changed_in_folder" ]; then
+                echo "Detected changes in ${folder}/"
+
+                # Check if CHANGELOG.md was updated
+                if ! echo "$changed_in_folder" | grep -q "^${folder}/CHANGELOG.md$"; then
+                  echo "No changelog update found for ${folder}/"
+                  missing_changelogs="${missing_changelogs}- \`${folder}\`"$'\n'
+                fi
+              fi
+            done
+          fi
+
+          {
+            echo "missing_changelogs<<EOF"
+            echo -e "${missing_changelogs}"
+            echo "EOF"
+          } >> $GITHUB_OUTPUT
+
+      - name: Find existing changelog comment
+        if: github.event.pull_request.head.repo.full_name == github.repository
+        id: find-comment
+        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          comment-author: 'github-actions[bot]'
+          body-includes: '<!-- changelog-check -->'
+
+      - name: Update PR comment with changelog status
+        if: github.event.pull_request.head.repo.full_name == github.repository
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          comment-id: ${{ steps.find-comment.outputs.comment-id }}
+          edit-mode: replace
+          body: |
+            <!-- changelog-check -->
+            ${{ steps.check-folders.outputs.missing_changelogs != '' && format('⚠️ **Changes detected in the following folders without a corresponding update to the `CHANGELOG.md`:**
+
+            {0}
+
+            Please add an entry to the corresponding `CHANGELOG.md` file to maintain a clear history of changes.', steps.check-folders.outputs.missing_changelogs) || '✅ All necessary `CHANGELOG.md` files have been updated.' }}
+
+      - name: Fail if changelog is missing
+        if: steps.check-folders.outputs.missing_changelogs != ''
+        run: |
+          echo "::error::Missing changelog updates in some folders"
+          exit 1
diff --git a/.github/workflows/pull-request-check-changelog.yml b/.github/workflows/pull-request-check-changelog.yml
deleted file mode 100644
index 3b96e6d499..0000000000
--- a/.github/workflows/pull-request-check-changelog.yml
+++ /dev/null
@@ -1,77 +0,0 @@
-name: Prowler - Check Changelog
-
-on:
-  pull_request:
-    types: [opened, synchronize, reopened, labeled, unlabeled]
-
-jobs:
-  check-changelog:
-    if: contains(github.event.pull_request.labels.*.name, 'no-changelog') == false
-    runs-on: ubuntu-latest
-    permissions:
-      id-token: write
-      contents: read
-      pull-requests: write
-    env:
-      MONITORED_FOLDERS: "api ui prowler mcp_server"
-
-    steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
-        with:
-          fetch-depth: 0
-
-      - name: Get list of changed files
-        id: changed_files
-        run: |
-          git fetch origin ${{ github.base_ref }}
-          git diff --name-only origin/${{ github.base_ref }}...HEAD > changed_files.txt
-          cat changed_files.txt
-
-      - name: Check for folder changes and changelog presence
-        id: check_folders
-        run: |
-          missing_changelogs=""
-
-          for folder in $MONITORED_FOLDERS; do
-            if grep -q "^${folder}/" changed_files.txt; then
-              echo "Detected changes in ${folder}/"
-              if ! grep -q "^${folder}/CHANGELOG.md$" changed_files.txt; then
-                echo "No changelog update found for ${folder}/"
-                missing_changelogs="${missing_changelogs}- \`${folder}\`\n"
-              fi
-            fi
-          done
-
-          echo "missing_changelogs<<EOF" >> $GITHUB_OUTPUT
-          echo -e "${missing_changelogs}" >> $GITHUB_OUTPUT
-          echo "EOF" >> $GITHUB_OUTPUT
-
-      - name: Find existing changelog comment
-        if: github.event.pull_request.head.repo.full_name == github.repository
-        id: find_comment
-        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad #v4.0.0
-        with:
-          issue-number: ${{ github.event.pull_request.number }}
-          comment-author: 'github-actions[bot]'
-          body-includes: '<!-- changelog-check -->'
-
-      - name: Update PR comment with changelog status
-        if: github.event.pull_request.head.repo.full_name == github.repository
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          issue-number: ${{ github.event.pull_request.number }}
-          comment-id: ${{ steps.find_comment.outputs.comment-id }}
-          edit-mode: replace
-          body: |
-            <!-- changelog-check -->
-            ${{ steps.check_folders.outputs.missing_changelogs != '' && format('⚠️ **Changes detected in the following folders without a corresponding update to the `CHANGELOG.md`:**
-
-            {0}
-
-            Please add an entry to the corresponding `CHANGELOG.md` file to maintain a clear history of changes.', steps.check_folders.outputs.missing_changelogs) || '✅ All necessary `CHANGELOG.md` files have been updated. Great job! 🎉' }}
-
-      - name: Fail if changelog is missing
-        if: steps.check_folders.outputs.missing_changelogs != ''
-        run: |
-          echo "ERROR: Missing changelog updates in some folders."
-          exit 1

From 2039a5005cf843f9b733fa6db7fb88667a62eeb1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 17:29:22 +0200
Subject: [PATCH 08/11] chore(github): rename prepare release action (#8985)

---
 ...repare-release.yml => prepare-release.yml} | 28 +++++++++----------
 1 file changed, 14 insertions(+), 14 deletions(-)
 rename .github/workflows/{prowler-prepare-release.yml => prepare-release.yml} (95%)

diff --git a/.github/workflows/prowler-prepare-release.yml b/.github/workflows/prepare-release.yml
similarity index 95%
rename from .github/workflows/prowler-prepare-release.yml
rename to .github/workflows/prepare-release.yml
index 33f554d898..7aeb7a90e6 100644
--- a/.github/workflows/prowler-prepare-release.yml
+++ b/.github/workflows/prepare-release.yml
@@ -19,7 +19,7 @@ env:
 
 jobs:
   prepare-release:
-    if: github.repository == 'prowler-cloud/prowler'
+    if: github.event_name == 'workflow_dispatch' && github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
     timeout-minutes: 30
     permissions:
@@ -44,10 +44,10 @@ jobs:
 
     - name: Configure Git
       run: |
-        git config --global user.name "prowler-bot"
-        git config --global user.email "179230569+prowler-bot@users.noreply.github.com"
+        git config --global user.name 'prowler-bot'
+        git config --global user.email '179230569+prowler-bot@users.noreply.github.com'
 
-    - name: Parse version and determine branch
+    - name: Parse version and read changelogs
       run: |
         # Validate version format (reusing pattern from sdk-bump-version.yml)
         if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
@@ -124,7 +124,7 @@ jobs:
           exit 1
         fi
 
-    - name: Extract changelog entries
+    - name: Extract and combine changelog entries
       run: |
         set -e
 
@@ -250,7 +250,7 @@ jobs:
         echo "Combined changelog preview:"
         cat combined_changelog.md
 
-    - name: Checkout existing branch for patch release
+    - name: Checkout release branch for patch release
       if: ${{ env.PATCH_VERSION != '0' }}
       run: |
         echo "Patch release detected, checking out existing branch $BRANCH_NAME..."
@@ -265,7 +265,7 @@ jobs:
           exit 1
         fi
 
-    - name: Verify version in pyproject.toml
+    - name: Verify SDK version in pyproject.toml
       run: |
         CURRENT_VERSION=$(grep '^version = ' pyproject.toml | sed -E 's/version = "([^"]+)"/\1/' | tr -d '[:space:]')
         PROWLER_VERSION_TRIMMED=$(echo "$PROWLER_VERSION" | tr -d '[:space:]')
@@ -275,7 +275,7 @@ jobs:
         fi
         echo "✓ pyproject.toml version: $CURRENT_VERSION"
 
-    - name: Verify version in prowler/config/config.py
+    - name: Verify SDK version in prowler/config/config.py
       run: |
         CURRENT_VERSION=$(grep '^prowler_version = ' prowler/config/config.py | sed -E 's/prowler_version = "([^"]+)"/\1/' | tr -d '[:space:]')
         PROWLER_VERSION_TRIMMED=$(echo "$PROWLER_VERSION" | tr -d '[:space:]')
@@ -285,7 +285,7 @@ jobs:
         fi
         echo "✓ prowler/config/config.py version: $CURRENT_VERSION"
 
-    - name: Verify version in api/pyproject.toml
+    - name: Verify API version in api/pyproject.toml
       if: ${{ env.HAS_API_CHANGES == 'true' }}
       run: |
         CURRENT_API_VERSION=$(grep '^version = ' api/pyproject.toml | sed -E 's/version = "([^"]+)"/\1/' | tr -d '[:space:]')
@@ -296,7 +296,7 @@ jobs:
         fi
         echo "✓ api/pyproject.toml version: $CURRENT_API_VERSION"
 
-    - name: Verify prowler dependency in api/pyproject.toml
+    - name: Verify API prowler dependency in api/pyproject.toml
       if: ${{ env.PATCH_VERSION != '0' && env.HAS_API_CHANGES == 'true' }}
       run: |
         CURRENT_PROWLER_REF=$(grep 'prowler @ git+https://github.com/prowler-cloud/prowler.git@' api/pyproject.toml | sed -E 's/.*@([^"]+)".*/\1/' | tr -d '[:space:]')
@@ -307,7 +307,7 @@ jobs:
         fi
         echo "✓ api/pyproject.toml prowler dependency: $CURRENT_PROWLER_REF"
 
-    - name: Verify version in api/src/backend/api/v1/views.py
+    - name: Verify API version in api/src/backend/api/v1/views.py
       if: ${{ env.HAS_API_CHANGES == 'true' }}
       run: |
         CURRENT_API_VERSION=$(grep 'spectacular_settings.VERSION = ' api/src/backend/api/v1/views.py | sed -E 's/.*spectacular_settings.VERSION = "([^"]+)".*/\1/' | tr -d '[:space:]')
@@ -318,7 +318,7 @@ jobs:
         fi
         echo "✓ api/src/backend/api/v1/views.py version: $CURRENT_API_VERSION"
 
-    - name: Checkout existing release branch for minor release
+    - name: Checkout release branch for minor release
       if: ${{ env.PATCH_VERSION == '0' }}
       run: |
         echo "Minor release detected (patch = 0), checking out existing branch $BRANCH_NAME..."
@@ -330,7 +330,7 @@ jobs:
           exit 1
         fi
 
-    - name: Prepare prowler dependency update for minor release
+    - name: Update API prowler dependency for minor release
       if: ${{ env.PATCH_VERSION == '0' }}
       run: |
         CURRENT_PROWLER_REF=$(grep 'prowler @ git+https://github.com/prowler-cloud/prowler.git@' api/pyproject.toml | sed -E 's/.*@([^"]+)".*/\1/' | tr -d '[:space:]')
@@ -367,7 +367,7 @@ jobs:
 
         echo "✓ Prepared prowler dependency update to: $UPDATED_PROWLER_REF"
 
-    - name: Create Pull Request against release branch
+    - name: Create PR for API dependency update
       if: ${{ env.PATCH_VERSION == '0' }}
       uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
       with:

From b7ce9ae5f31ce4056c61cd45d2c35804bc717109 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 17:35:38 +0200
Subject: [PATCH 09/11] chore(github): improve mcp container action (#8986)

---
 .../workflows/mcp-container-build-push.yml    | 31 +++++++++----------
 1 file changed, 14 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/mcp-container-build-push.yml b/.github/workflows/mcp-container-build-push.yml
index fa4f5be578..aecec30592 100644
--- a/.github/workflows/mcp-container-build-push.yml
+++ b/.github/workflows/mcp-container-build-push.yml
@@ -3,21 +3,13 @@ name: 'MCP: Container Build and Push'
 on:
   push:
     branches:
-      - "master"
+      - 'master'
     paths:
-      - "mcp_server/**"
-      - ".github/workflows/mcp-container-build-push.yml"
-
-  # Uncomment to test this workflow on PRs
-  # pull_request:
-  #   branches:
-  #     - "master"
-  #   paths:
-  #     - "mcp_server/**"
-  #     - ".github/workflows/mcp-container-build-push.yml"
-
+      - 'mcp_server/**'
+      - '.github/workflows/mcp-container-build-push.yml'
   release:
-    types: [published]
+    types:
+      - 'published'
 
 permissions:
   contents: read
@@ -41,6 +33,7 @@ jobs:
   setup:
     if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
+    timeout-minutes: 5
     outputs:
       short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
     steps:
@@ -51,8 +44,12 @@ jobs:
   container-build-push:
     needs: setup
     runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      packages: write
     steps:
-      - name: Checkout
+      - name: Checkout repository
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       - name: Login to DockerHub
@@ -64,7 +61,7 @@ jobs:
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
 
-      - name: Build and push container (latest)
+      - name: Build and push MCP container (latest)
         if: github.event_name == 'push'
         uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
         with:
@@ -83,7 +80,7 @@ jobs:
           cache-from: type=gha
           cache-to: type=gha,mode=max
 
-      - name: Build and push container (release)
+      - name: Build and push MCP container (release)
         if: github.event_name == 'release'
         uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
         with:
@@ -103,7 +100,7 @@ jobs:
           cache-from: type=gha
           cache-to: type=gha,mode=max
 
-      - name: Trigger deployment
+      - name: Trigger MCP deployment
         if: github.event_name == 'push'
         uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
         with:

From fdf45ea777a71df8a6c172cf07dfbf9992029a55 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 17:52:00 +0200
Subject: [PATCH 10/11] chore(github): improve pr merged action (#8987)

---
 ...{pull-request-merged.yml => pr-merged.yml} | 35 ++++++++++++-------
 1 file changed, 22 insertions(+), 13 deletions(-)
 rename .github/workflows/{pull-request-merged.yml => pr-merged.yml} (52%)

diff --git a/.github/workflows/pull-request-merged.yml b/.github/workflows/pr-merged.yml
similarity index 52%
rename from .github/workflows/pull-request-merged.yml
rename to .github/workflows/pr-merged.yml
index 4b5a93aabd..da8e359adb 100644
--- a/.github/workflows/pull-request-merged.yml
+++ b/.github/workflows/pr-merged.yml
@@ -1,27 +1,31 @@
-name: Prowler - Merged Pull Request
+name: 'Tools: PR Merged'
 
 on:
   pull_request_target:
-    branches: ['master']
-    types: ['closed']
+    branches:
+      - 'master'
+    types:
+      - 'closed'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: false
 
 jobs:
   trigger-cloud-pull-request:
-    name: Trigger Cloud Pull Request
     if: github.event.pull_request.merged == true && github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
-        with:
-          ref: ${{ github.event.pull_request.merge_commit_sha }}
-
-      - name: Set short git commit SHA
+      - name: Calculate short commit SHA
         id: vars
         run: |
-          shortSha=$(git rev-parse --short ${{ github.event.pull_request.merge_commit_sha }})
-          echo "SHORT_SHA=${shortSha}" >> $GITHUB_ENV
+          SHORT_SHA="${{ github.event.pull_request.merge_commit_sha }}"
+          echo "SHORT_SHA=${SHORT_SHA::7}" >> $GITHUB_ENV
 
-      - name: Trigger pull request
+      - name: Trigger Cloud repository pull request
         uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
         with:
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
@@ -31,8 +35,13 @@ jobs:
             {
               "PROWLER_COMMIT_SHA": "${{ github.event.pull_request.merge_commit_sha }}",
               "PROWLER_COMMIT_SHORT_SHA": "${{ env.SHORT_SHA }}",
+              "PROWLER_PR_NUMBER": "${{ github.event.pull_request.number }}",
               "PROWLER_PR_TITLE": ${{ toJson(github.event.pull_request.title) }},
               "PROWLER_PR_LABELS": ${{ toJson(github.event.pull_request.labels.*.name) }},
               "PROWLER_PR_BODY": ${{ toJson(github.event.pull_request.body) }},
-              "PROWLER_PR_URL": ${{ toJson(github.event.pull_request.html_url) }}
+              "PROWLER_PR_URL": ${{ toJson(github.event.pull_request.html_url) }},
+              "PROWLER_PR_MERGED_BY": "${{ github.event.pull_request.merged_by.login }}",
+              "PROWLER_PR_AUTHOR": "${{ github.event.pull_request.user.login }}",
+              "PROWLER_PR_BASE_BRANCH": "${{ github.event.pull_request.base.ref }}",
+              "PROWLER_PR_HEAD_BRANCH": "${{ github.event.pull_request.head.ref }}"
             }

From 6184de52d9323d4c10e12441243a09e09ca57e2b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9sar=20Arroba?=
 <19954079+cesararroba@users.noreply.github.com>
Date: Wed, 22 Oct 2025 18:05:31 +0200
Subject: [PATCH 11/11] chore(github): fix pr merged action (#8988)

---
 .github/workflows/pr-merged.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/pr-merged.yml b/.github/workflows/pr-merged.yml
index da8e359adb..d8255026e6 100644
--- a/.github/workflows/pr-merged.yml
+++ b/.github/workflows/pr-merged.yml
@@ -41,7 +41,6 @@ jobs:
               "PROWLER_PR_BODY": ${{ toJson(github.event.pull_request.body) }},
               "PROWLER_PR_URL": ${{ toJson(github.event.pull_request.html_url) }},
               "PROWLER_PR_MERGED_BY": "${{ github.event.pull_request.merged_by.login }}",
-              "PROWLER_PR_AUTHOR": "${{ github.event.pull_request.user.login }}",
               "PROWLER_PR_BASE_BRANCH": "${{ github.event.pull_request.base.ref }}",
               "PROWLER_PR_HEAD_BRANCH": "${{ github.event.pull_request.head.ref }}"
             }