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Building a Multi-Agent Legal Research Pipeline with Live Source Verification

Law firms don't need another chatbot—they need verified citations. Architecture Six agents: Research → Precedent → Analysis → Citation → Brief Writer → Filing. Each run queries public legal APIs/pages (Cornell LII, Oy

Law firms don't need another chatbot—they need verified citations.

Architecture

Six agents: Research → Precedent → Analysis → Citation → Brief Writer → Filing.

Each run queries public legal APIs/pages (Cornell LII, Oyez, CourtListener, GovInfo).

** Demo**

Public Carpenter v. United States walkthrough:
https://owl-ai-agency.com/legal-research-demo.html?autostart=1

** Code**

FastAPI orchestrator on Render; agents produce memos, briefs, TOA.

Compare

Why not ChatGPT alone: https://owl-ai-agency.com/compare/owl-vs-chatgpt-legal-research.html

— Hobie Cunningham, OWL AI Agency

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