🏗️ CasePilot — India's AI Legal Case Worker

Mon, 08 Jun 2026 12:16:33 +0000

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

ClearDemand

Sat, 14 Feb 2026 07:34:14 +0000

ClearDemand is an AI platform for personal injury law firms that generates source-verified demand letters in your firm’s voice. It supports medical record OCR, case companion AI, and litigation documents, helping firms draft faster while staying grounded in the underlying case materials. ClearDemand also includes cross-case search across firm matters, including demand letters, medical records, evidence, and litigation documents. A 14-day free trial is available.
Visit https://cleardemand.io/ for more!

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🏗️ CasePilot — India's AI Legal Case Worker

ClearDemand