We've launched IP MCP and an upgrade of our API service.

This allows institutional investors to access our full primary research library via their internal tech stack or platforms such as Claude, ChatGPT, and Copilot.

You can now integrate and query our proprietary data alongside your own notes, models, and third-party data to better research and understand companies.

Ask Claude, ChatGPT, or your internal AI stack to query our full primary research library directly and get back cited, verbatim quotes from former CEOs, customers, suppliers, and partners of companies you're studying. We've been using it internally for months and it's saving us hours each week. A few simple workflows include:

• pulling verbatim quotes from 10+ former operators on a specific topic within or across different IP interviews
• cross-referencing what executives in IP interviews are saying compared to company management
• linking news flow, filings, and web search results to executive quotes from our library to highlight risk and growth opportunities

We are also improving the search on our platform and investing heavily to build agentic workflows to help us learn more effectively about how businesses operate. The mission is unchanged: be the best place long-term investors come to understand how businesses actually operate.

If our API or MCP is of interest, please reach out directly.