diff --git a/.env b/.env
index 3d9b1fdcbc..1fbf3a630a 100644
--- a/.env
+++ b/.env
@@ -47,6 +47,7 @@ NEO4J_PORT=7687
 NEO4J_USER=neo4j
 NEO4J_PASSWORD=neo4j_password
 # Neo4j settings
+NEO4J_DBMS_MAX__DATABASES=1000000
 NEO4J_SERVER_MEMORY_PAGECACHE_SIZE=1G
 NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE=1G
 NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE=1G
diff --git a/api/poetry.lock b/api/poetry.lock
index 88558a76d4..4bf8a3ddae 100644
--- a/api/poetry.lock
+++ b/api/poetry.lock
@@ -1194,7 +1194,7 @@ files = [
 
 [[package]]
 name = "cartography"
-version = "0.0.1.dev1267+g7c7d6d501"
+version = "0.0.1.dev1268+gc134846c0"
 description = "Explore assets and their relationships across your technical infrastructure."
 optional = false
 python-versions = ">=3.10"
@@ -1258,8 +1258,8 @@ xmltodict = "*"
 [package.source]
 type = "git"
 url = "https://github.com/prowler-cloud/cartography"
-reference = "azure-mgmt-sql-3"
-resolved_reference = "7c7d6d5014bf079066ee1645e9517c67fb36fe67"
+reference = "master"
+resolved_reference = "c134846c0db64747340f880cf0b5085f5e473e03"
 
 [[package]]
 name = "celery"
@@ -5478,8 +5478,8 @@ tzlocal = "5.3.1"
 [package.source]
 type = "git"
 url = "https://github.com/prowler-cloud/prowler.git"
-reference = "PROWLER-510-update-cartography-dependency"
-resolved_reference = "221f6afbcf625e4b6334919f165a1419a1e7d5d4"
+reference = "attack-paths-demo"
+resolved_reference = "95d9e9a59f8e52e4096a5c17bf839e515b918239"
 
 [[package]]
 name = "psutil"
@@ -5696,7 +5696,7 @@ description = "PycURL -- A Python Interface To The cURL library"
 optional = false
 python-versions = ">=3.5"
 groups = ["main"]
-markers = "sys_platform != \"win32\" and platform_python_implementation == \"CPython\""
+markers = "platform_python_implementation == \"CPython\" and sys_platform != \"win32\""
 files = [
     {file = "pycurl-7.45.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c31b390f1e2cd4525828f1bb78c1f825c0aab5d1588228ed71b22c4784bdb593"},
     {file = "pycurl-7.45.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:942b352b69184cb26920db48e0c5cb95af39874b57dbe27318e60f1e68564e37"},
@@ -5956,7 +5956,7 @@ description = "The MSALRuntime Python Interop Package"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "sys_platform == \"win32\" and (platform_system == \"Windows\" or platform_system == \"Darwin\" or platform_system == \"Linux\")"
+markers = "(platform_system == \"Windows\" or platform_system == \"Darwin\" or platform_system == \"Linux\") and sys_platform == \"win32\""
 files = [
     {file = "pymsalruntime-0.18.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:0c22e2e83faa10de422bbfaacc1bb2887c9025ee8a53f0fc2e4f7db01c4a7b66"},
     {file = "pymsalruntime-0.18.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:8ce2944a0f944833d047bb121396091e00287e2b6373716106da86ea99abf379"},
@@ -7806,4 +7806,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "1c2a75921edf35350cd01ff76bc4d4316ffd4f4aba8d02b4454013d8b70a730d"
+content-hash = "de57b503d0f96c22ac3f9b1e9845aefac0a5b32089c9d90928a357f991384db3"
diff --git a/api/pyproject.toml b/api/pyproject.toml
index cdcf59834a..f96fd1f54b 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -24,7 +24,7 @@ dependencies = [
   "drf-spectacular-jsonapi==0.5.1",
   "gunicorn==23.0.0",
   "lxml==5.3.2",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@PROWLER-510-update-cartography-dependency",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@attack-paths-demo",
   "psycopg2-binary==2.9.9",
   "pytest-celery[redis] (>=1.0.1,<2.0.0)",
   "sentry-sdk[django] (>=2.20.0,<3.0.0)",
@@ -37,7 +37,7 @@ dependencies = [
   "matplotlib (>=3.10.6,<4.0.0)",
   "reportlab (>=4.4.4,<5.0.0)",
   "neo4j (<6.0.0)",
-  "cartography @ git+https://github.com/prowler-cloud/cartography@azure-mgmt-sql-3",
+  "cartography @ git+https://github.com/prowler-cloud/cartography@master",
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
diff --git a/api/src/backend/tasks/jobs/attack_paths/aws.py b/api/src/backend/tasks/jobs/attack_paths/aws.py
index b89524a2de..e244b6cca7 100644
--- a/api/src/backend/tasks/jobs/attack_paths/aws.py
+++ b/api/src/backend/tasks/jobs/attack_paths/aws.py
@@ -173,7 +173,9 @@ def sync_aws_account(
     max_progress = (
         87  # `cartography_aws.RESOURCE_FUNCTIONS["permission_relationships"]` - 1
     )
-    n_steps = len(requested_syncs) - 2  # Excluding `permission_relationships` and `resourcegroupstaggingapi`
+    n_steps = (
+        len(requested_syncs) - 2
+    )  # Excluding `permission_relationships` and `resourcegroupstaggingapi`
     progress_step = (max_progress - current_progress) / n_steps
 
     failed_syncs = {}
@@ -195,7 +197,9 @@ def sync_aws_account(
                 if func_name == "ecr:image_layers":
                     cartography_aws.RESOURCE_FUNCTIONS[func_name](
                         neo4j_session=sync_args.get("neo4j_session"),
-                        aioboto3_session=get_aioboto3_session(sync_args.get("boto3_session")),
+                        aioboto3_session=get_aioboto3_session(
+                            sync_args.get("boto3_session")
+                        ),
                         regions=sync_args.get("regions"),
                         current_aws_account_id=sync_args.get("current_aws_account_id"),
                         update_tag=sync_args.get("update_tag"),
diff --git a/api/src/backend/tasks/jobs/attack_paths/scan.py b/api/src/backend/tasks/jobs/attack_paths/scan.py
index aa7bb7b756..6e1d3e1b64 100644
--- a/api/src/backend/tasks/jobs/attack_paths/scan.py
+++ b/api/src/backend/tasks/jobs/attack_paths/scan.py
@@ -46,19 +46,35 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
         prowler_api_provider = ProwlerAPIProvider.objects.get(scan__pk=scan_id)
         prowler_sdk_provider = initialize_prowler_provider(prowler_api_provider)
 
-    # If the provider is still not supported, just return the current `ingestion_exceptions`, that is empty
-    if not get_cartography_ingestion_function(prowler_api_provider.provider):
+    # Attack Paths Scan necessary objects
+    cartography_ingestion_function = get_cartography_ingestion_function(
+        prowler_api_provider.provider
+    )
+    attack_paths_scan = db_utils.retrieve_attack_paths_scan(tenant_id, scan_id)
+
+    # Checks before starting the scan
+    if not cartography_ingestion_function:
+        ingestion_exceptions = {
+            "global_error": f"Provider {prowler_api_provider.provider} is not supported for Attack Paths scans"
+        }
+        if attack_paths_scan:
+            db_utils.finish_attack_paths_scan(
+                attack_paths_scan, StateChoices.COMPLETED, ingestion_exceptions
+            )
+
+        logger.warning(
+            f"Provider {prowler_api_provider.provider} is not supported for Attack Paths scans"
+        )
         return ingestion_exceptions
 
-    # Getting the Attack Paths Scan object and starting it
-    attack_paths_scan = db_utils.retrieve_attack_paths_scan(tenant_id, scan_id)
-    if not attack_paths_scan:
-        logger.warning(
-            f"No Attack Paths Scan found for scan {scan_id} and tenant {tenant_id}, let's create it then"
-        )
-        attack_paths_scan = db_utils.create_attack_paths_scan(
-            tenant_id, scan_id, prowler_api_provider.id
-        )
+    else:
+        if not attack_paths_scan:
+            logger.warning(
+                f"No Attack Paths Scan found for scan {scan_id} and tenant {tenant_id}, let's create it then"
+            )
+            attack_paths_scan = db_utils.create_attack_paths_scan(
+                tenant_id, scan_id, prowler_api_provider.id
+            )
 
     # While creating the Cartography configuration, attributes `neo4j_user` and `neo4j_password` are not really needed in this config object
     cartography_config = CartographyConfig(
@@ -92,7 +108,7 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
 
             # The real scan, where iterates over cloud services
             ingestion_exceptions = _call_within_event_loop(
-                get_cartography_ingestion_function(prowler_api_provider.provider),
+                cartography_ingestion_function,
                 neo4j_session,
                 cartography_config,
                 prowler_api_provider,
diff --git a/api/src/backend/tasks/tests/test_attack_paths_scan.py b/api/src/backend/tasks/tests/test_attack_paths_scan.py
index 334c02df11..df31b8aa67 100644
--- a/api/src/backend/tasks/tests/test_attack_paths_scan.py
+++ b/api/src/backend/tasks/tests/test_attack_paths_scan.py
@@ -74,6 +74,9 @@ class TestAttackPathsRun:
             patch(
                 "tasks.jobs.attack_paths.scan.cartography_analysis.run"
             ) as mock_cartography_analysis,
+            patch(
+                "tasks.jobs.attack_paths.scan.cartography_ontology.run"
+            ) as mock_cartography_ontology,
             patch(
                 "tasks.jobs.attack_paths.scan.prowler.create_indexes"
             ) as mock_prowler_indexes,
@@ -115,6 +118,7 @@ class TestAttackPathsRun:
         mock_cartography_indexes.assert_called_once_with(mock_session, config)
         mock_prowler_indexes.assert_called_once_with(mock_session)
         mock_cartography_analysis.assert_called_once_with(mock_session, config)
+        mock_cartography_ontology.assert_called_once_with(mock_session, config)
         mock_prowler_analysis.assert_called_once_with(
             mock_session,
             provider,
diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml
index bc16d52eb1..36b0942bdf 100644
--- a/docker-compose-dev.yml
+++ b/docker-compose-dev.yml
@@ -91,18 +91,19 @@ services:
       # Auth
       - NEO4J_AUTH=${NEO4J_USER}/${NEO4J_PASSWORD}
       # Memory limits
-      - NEO4J_server_memory_pagecache_size=${NEO4J_SERVER_MEMORY_PAGECACHE_SIZE}
-      - NEO4J_server_memory_heap_initial__size=${NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE}
-      - NEO4J_server_memory_heap_max__size=${NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE}
+      - NEO4J_dbms_max__databases=${NEO4J_DBMS_MAX__DATABASES:-1000000}
+      - NEO4J_server_memory_pagecache_size=${NEO4J_SERVER_MEMORY_PAGECACHE_SIZE:-1G}
+      - NEO4J_server_memory_heap_initial__size=${NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE:-1G}
+      - NEO4J_server_memory_heap_max__size=${NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE:-1G}
       # APOC
-      - apoc.export.file.enabled=${NEO4J_POC_EXPORT_FILE_ENABLED}
-      - apoc.import.file.enabled=${NEO4J_APOC_IMPORT_FILE_ENABLED}
-      - apoc.import.file.use_neo4j_config=${NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG}
-      - NEO4J_PLUGINS=${NEO4J_PLUGINS}
-      - NEO4J_dbms_security_procedures_allowlist=${NEO4J_DBMS_SECURITY_PROCEDURES_ALLOWLIST}
-      - NEO4J_dbms_security_procedures_unrestricted=${NEO4J_DBMS_SECURITY_PROCEDURES_UNRESTRICTED}
+      - apoc.export.file.enabled=${NEO4J_POC_EXPORT_FILE_ENABLED:-true}
+      - apoc.import.file.enabled=${NEO4J_APOC_IMPORT_FILE_ENABLED:-true}
+      - apoc.import.file.use_neo4j_config=${NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG:-true}
+      - "NEO4J_PLUGINS=${NEO4J_PLUGINS:-[\"apoc\"]}"
+      - "NEO4J_dbms_security_procedures_allowlist=${NEO4J_DBMS_SECURITY_PROCEDURES_ALLOWLIST:-apoc.*}"
+      - "NEO4J_dbms_security_procedures_unrestricted=${NEO4J_DBMS_SECURITY_PROCEDURES_UNRESTRICTED:-apoc.*}"
       # Networking
-      - dbms.connector.bolt.listen_address=${NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS}
+      - "dbms.connector.bolt.listen_address=${NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS:-0.0.0.0:7687}"
     # 7474 is the UI port
     ports:
       - 7474:7474
diff --git a/docker-compose.yml b/docker-compose.yml
index 5a94d5faa0..ee9c088c3f 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -73,18 +73,19 @@ services:
       # Auth
       - NEO4J_AUTH=${NEO4J_USER}/${NEO4J_PASSWORD}
       # Memory limits
-      - NEO4J_server_memory_pagecache_size=${NEO4J_SERVER_MEMORY_PAGECACHE_SIZE}
-      - NEO4J_server_memory_heap_initial__size=${NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE}
-      - NEO4J_server_memory_heap_max__size=${NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE}
+      - NEO4J_dbms_max__databases=${NEO4J_DBMS_MAX__DATABASES:-1000000}
+      - NEO4J_server_memory_pagecache_size=${NEO4J_SERVER_MEMORY_PAGECACHE_SIZE:-1G}
+      - NEO4J_server_memory_heap_initial__size=${NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE:-1G}
+      - NEO4J_server_memory_heap_max__size=${NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE:-1G}
       # APOC
-      - apoc.export.file.enabled=${NEO4J_POC_EXPORT_FILE_ENABLED}
-      - apoc.import.file.enabled=${NEO4J_APOC_IMPORT_FILE_ENABLED}
-      - apoc.import.file.use_neo4j_config=${NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG}
-      - NEO4J_PLUGINS=${NEO4J_PLUGINS}
-      - NEO4J_dbms_security_procedures_allowlist=${NEO4J_DBMS_SECURITY_PROCEDURES_ALLOWLIST}
-      - NEO4J_dbms_security_procedures_unrestricted=${NEO4J_DBMS_SECURITY_PROCEDURES_UNRESTRICTED}
+      - apoc.export.file.enabled=${NEO4J_POC_EXPORT_FILE_ENABLED:-true}
+      - apoc.import.file.enabled=${NEO4J_APOC_IMPORT_FILE_ENABLED:-true}
+      - apoc.import.file.use_neo4j_config=${NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG:-true}
+      - "NEO4J_PLUGINS=${NEO4J_PLUGINS:-[\"apoc\"]}"
+      - "NEO4J_dbms_security_procedures_allowlist=${NEO4J_DBMS_SECURITY_PROCEDURES_ALLOWLIST:-apoc.*}"
+      - "NEO4J_dbms_security_procedures_unrestricted=${NEO4J_DBMS_SECURITY_PROCEDURES_UNRESTRICTED:-apoc.*}"
       # Networking
-      - dbms.connector.bolt.listen_address=${NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS}
+      - "dbms.connector.bolt.listen_address=${NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS:-0.0.0.0:7687}"
     ports:
       - ${NEO4J_PORT:-7687}:7687
     healthcheck: