Most Indians facing landlord fraud, consumer scams, or workplace violations have no idea where to start. Legal fees cost more than the dispute is worth. CasePilot changes that.
What it does:
Describe your legal situation in plain language → 7 AI agents investigate your case → get a ready-to-send legal notice in minutes, for free.
The stack:
→ Google ADK — 7-agent pipeline (Intake → Law Research → Evidence → Strategy → Citation → Drafting → Memory)
→ MongoDB Atlas Vector Search — 3,310 chunks across 13 Indian laws, semantic search at 3,072 dims
→ MongoDB MCP Server — agents query Atlas via MCP protocol
→ Gemini 3.1 Flash-Lite — reasoning across all agents
→ Google Cloud Run — live public API
→ gemini-embedding-2 — document + law corpus embeddings
What makes it different from legal chatbots:
❌ Not: "Here's what Section 108 says"
✅ Yes: "Your landlord violated TPA S.108. Here's a pre-filled legal notice. Send it today. File consumer complaint in 15 days if no response."
Evidence uploaded → Justice Score calculated → action timeline built → case persists across sessions.
Live demo:
https://casepilot-34309631370.us-central1.run.app
Built solo for the Google Cloud Rapid Agent Hackathon — MongoDB track.
GitHub: github.com/ssurekumar01111-hue/casepilot
