diff --git a/README.md b/README.md
index a5be9999..aa08c173 100644
--- a/README.md
+++ b/README.md
@@ -30,13 +30,12 @@ OWASP Noir is an open-source project specializing in identifying attack surfaces
 
 ## Key Features
 
-- Identify API endpoints and parameters from source code.
-- Support various source code languages and frameworks.
-- Provide analysts with technical information and security issues identified during source code analysis.
-- Friendly pipeline & DevOps integration, offering multiple output formats (JSON, YAML, OAS spec) and compatibility with tools like curl and httpie.
-- Friendly Offensive Security Tools integration, allowing usage with tools such as ZAP and Caido, Burpsuite.
-- Identify security issues within the source code through rule-based passive scanning.
-- Generate elegant and clear output results.
+- Extract API endpoints and parameters from source code.
+- Support multiple languages and frameworks.
+- Uncover security issues with detailed analysis and rule-based passive scanning.
+- Integrate seamlessly with DevOps pipelines and tools like curl, ZAP, and Caido.
+- Deliver clear, actionable results in formats like JSON, YAML, and OAS.
+- Enhance endpoint discovery with AI for unfamiliar frameworks and hidden APIs.
 
 ## Usage
 
diff --git a/docs/_advanced/ai_integration.md b/docs/_advanced/ai_integration.md
new file mode 100644
index 00000000..7966e0cb
--- /dev/null
+++ b/docs/_advanced/ai_integration.md
@@ -0,0 +1,56 @@
+---
+title: AI Integration
+has_children: false
+nav_order: 5
+layout: page
+---
+
+# AI Integration
+{: .d-inline-block }
+
+New (v0.19.0) 
+{: .label .label-green }
+
+
+## Overview Flags
+
+* `--ollama http://localhost:11434` Specify the Ollama server URL to connect to.
+* `--ollama-model MODEL` Specify the Ollama model name to be used for analysis.
+
+
+## How to Use AI Integration
+### Step 1: Install and Run Ollama
+
+1. Install Ollama: Follow the instructions on the official Ollama website to install the required software.
+2. Run the Model: Start the Ollama server and ensure the desired model is available. For example:
+
+```bash
+# Download LLM model
+ollama pull llama3
+
+# Run LLM model
+ollama run llama3
+```
+
+### Step 2: Run Noir with AI Analysis
+
+To leverage AI capabilities for additional analysis, use the following command:
+
+```bash
+noir -b . --ollama http://localhost:11434 --ollama-model llama3
+```
+
+This command performs the standard Noir operations while utilizing the specified AI model for enhanced analysis.
+
+![](../../images/advanced/ollama.jpeg)
+
+## Benefits of AI Integration
+
+* Using an LLM allows Noir to handle frameworks or languages that are beyond its original support scope.
+* Additional endpoints that might be missed during a standard Noir scan can be identified.
+* Note that there is a possibility of false positives, and the scanning speed may decrease depending on the number of LLM parameters and the performance of the machine hosting the service.
+
+## Notes
+
+* Ensure that the Ollama server is running and accessible at the specified URL before executing the command.
+* Replace llama3 with the name of the desired model as required.
\ No newline at end of file
diff --git a/docs/_advanced/diff.md b/docs/_advanced/diff.md
index 05ceb95b..5b311a71 100644
--- a/docs/_advanced/diff.md
+++ b/docs/_advanced/diff.md
@@ -1,7 +1,7 @@
 ---
 title: Diff Mode
 has_children: false
-nav_order: 5
+nav_order: 6
 layout: page
 ---
 
diff --git a/docs/_includes/usage.md b/docs/_includes/usage.md
index 86025b83..e2abf1be 100644
--- a/docs/_includes/usage.md
+++ b/docs/_includes/usage.md
@@ -41,6 +41,10 @@ FLAGS:
     --use-matchers string            Send URLs that match specific conditions to the Deliver
     --use-filters string             Exclude URLs that match specified conditions and send the rest to Deliver
 
+  AI Integration:
+    --ollama http://localhost:11434  Specify the Ollama server URL
+    --ollama-model MODEL             Specify the Ollama model name
+
   DIFF:
     --diff-path ./app2               Specify the path to the old version of the source code for comparison
 
@@ -51,7 +55,7 @@ FLAGS:
 
   CONFIG:
     --config-file ./config.yaml      Specify the path to a configuration file in YAML format
-    --concurrency 100                Set concurrency
+    --concurrency 50                 Set concurrency
     --generate-completion zsh        Generate Zsh/Bash/Fish completion script
 
   DEBUG:
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