readme files update admin page & backend

README.md

@@ -27,7 +27,6 @@ This Hugging Face Space provides a Gradio interface to interact with the Integra
 ---
 
 ## How to Run the Space
-
 ### Prerequisites
 
 1. **Backend services running**:
@@ -63,6 +62,26 @@ The Gradio UI exposes four tabs once you launch `app.py`:
 
 **Tip:** Every action requires a tenant ID, so fill that field before using any tab.
 
+### Frontend (Next.js) Operator Console
+
+The companion Next.js frontend (`frontend/`) now exposes dedicated pages for each workflow:
+
+| URL | Description |
+| --- | --- |
+| `/` | Landing page with hero + quick access panels |
+| `/ingestion` | Data ingestion walkthrough (text/URL/files) |
+| `/chat` | Chat console wrapper around the MCP agent |
+| `/analytics` | Analytics overview and explainer |
+| `/admin-rules` | Admin rule ingestion explainer |
+
+Run the console locally with:
+```bash
+cd frontend
+npm install
+npm run dev
+```
+Then open `http://localhost:3000`. The navbar links on the landing page route to each section, and you can link directly to those URLs for demo purposes.
+
 ---
 
 ## API endpoints used by the Space