diff --git a/util/compliance_report/readme.md b/util/compliance_report/readme.md
index c55168fb72..8ad9bee98b 100644
--- a/util/compliance_report/readme.md
+++ b/util/compliance_report/readme.md
@@ -1,3 +1,70 @@
-# How to use it?
+# ThreatScore Compliance Report Generator
 
-python3 util/compliance_report/compliance_generator.py --scan-id 01975963-8db9-7d65-8422-aded62a0a7ad --compliance-id prowler_threatscore_azure --email <email> --password <password>
+This tool generates a PDF compliance report using Prowler's API endpoints, summarizing compliance requirements, risk levels, and findings for a given scan and compliance framework.
+
+## Features
+- Authenticates with the Prowler API using email and password
+- Retrieves compliance requirements and attributes for a given scan and compliance framework
+- Generates a visually rich PDF report, including:
+  - Compliance summary and description
+  - Compliance score by section (with charts)
+  - Critical failed requirements (with risk and weight)
+  - Detailed requirements and findings
+
+## Requirements
+- Python 3.7+
+- Dependencies: `matplotlib`, `requests`, `reportlab`
+
+Install dependencies with:
+```bash
+pip install matplotlib requests reportlab
+```
+
+## Usage
+
+```bash
+python3 util/compliance_report/threatscore_report_generator.py \
+    --scan-id <scan_id> \
+    --compliance-id <compliance_id> \
+    --email <email> \
+    --password <password> \
+    [--output <output_path>] \
+    [--base-url <base_url>] \
+    [--only-failed] \
+    [--min-risk-level <level>]
+```
+
+### Arguments
+- `--scan-id` (required): ID of the scan executed by Prowler.
+- `--compliance-id` (required): Compliance framework ID (e.g., `prowler_threatscore_azure`, `nis2_azure`).
+- `--email` (required): Email for API authentication.
+- `--password` (required): Password for API authentication.
+- `--output` (optional): Output PDF file path (default: `threatscore_report.pdf`).
+- `--base-url` (optional): Base URL for the API (default: `http://localhost:8080`).
+- `--only-failed` (optional): Only include failed requirements in the report.
+- `--min-risk-level` (optional): Minimum risk level for critical failed requirements (default: 4).
+
+### Example
+```bash
+python3 util/compliance_report/threatscore_report_generator.py \
+    --scan-id 12345678-1234-5678-1234-567812345678 \
+    --compliance-id prowler_threatscore_azure \
+    --email user@example.com \
+    --password mypassword \
+    --output my_report.pdf \
+    --base-url http://localhost:8080 \
+    --only-failed \
+    --min-risk-level 4
+```
+
+## Output
+- The script will generate a PDF file with:
+  - Compliance framework summary
+  - Compliance score by section (with bar chart)
+  - Table of critical failed requirements (if any)
+  - Detailed breakdown of each requirement and its findings
+
+## Notes
+- The script authenticates with the API and retrieves all necessary data automatically.
+- If you encounter authentication errors, check your email, password, and API URL.
+- For more details, see the script source: `util/compliance_report/threatscore_report_generator.py`
diff --git a/util/compliance_report/compliance_generator.py b/util/compliance_report/threatscore_report_generator.py
similarity index 99%
rename from util/compliance_report/compliance_generator.py
rename to util/compliance_report/threatscore_report_generator.py
index 99cd99c760..d9dc002e58 100644
--- a/util/compliance_report/compliance_generator.py
+++ b/util/compliance_report/threatscore_report_generator.py
@@ -18,7 +18,7 @@ from reportlab.platypus import (
 )
 
 
-def generate_compliance_report(
+def generate_threatscore_report(
     scan_id: str,
     compliance_id: str,
     output_path: str,
@@ -873,7 +873,7 @@ if __name__ == "__main__":
     )
     args = parser.parse_args()
 
-    generate_compliance_report(
+    generate_threatscore_report(
         args.scan_id,
         args.compliance_id,
         args.output,