AI Sports Research Agent

An agent that researched NBA and NFL betting markets on its own. Shut down January 2026.

How it worked

• APIs pulled in schedules, stats and odds every day
• Cleaned and matched everything into one Postgres warehouse, 11 seasons deep
• Claude queried it through 22 custom SQL tools, asking its own questions and following up
• It found a consistent 1 to 3% edge against the market

Why I killed it

• Every league needed its own pipeline, features and models
• Each league added cost, none of them added edge

Python, Claude API, SQL, Next.js