Understand what's moving the market.

Octagon AI is an AI-powered market intelligence platform that integrates public and private market data in a single API. This site features our prediction market research, generating continuously updated reports on Kalshi markets. Each report covers a single market question, shows the current market probability alongside our model's estimated probability, and cites every claim to its source. Reports update automatically as new information becomes available.

Octagon uses multi-agent AI systems that continuously track, analyze, and interpret millions of data points from public, private, and prediction markets. Our agents crawl news sources, financial filings, and market data in real time, then synthesize findings into research reports with cited sources. Reports update automatically as new information appears, so you always have the latest analysis without manual effort.

We deploy AI agents to constantly crawl a broad range of data sources and validate information accuracy. Our comprehensive coverage includes:
Companies: 3M+ private and 8,000+ public equities
Funding & M&A Deals: 2M+ transactions tracked and analyzed
Investors & Funds: Detailed insights on 500k+ investors and 100k+ funds
People & Networks: Profiles of 4M+ influential professionals across markets

You can browse all research reports for free on this site. For API access, MCP integration, or higher usage limits, Octagon offers paid plans starting with a 15-day free trial. The Deep Research Plus plan includes 100 research credits per month and works with any OpenAI-compatible client or MCP-enabled IDE like Cursor or Claude Desktop.

Octagon AI is backed by AI Fund, an early-stage venture firm founded by Dr. Andrew Ng in 2017. AI Fund is backed by a $176M fund from top-tier investors and has incubated 33+ AI companies. The company also partners with SALT, whose events connect with over $15T of investible capital globally.