Questions before you get started.

A specific process and someone who knows how it works. In the demo, we show how that conversation becomes a map, then coordinate access with your team.

Mapi captures and organizes how you work. Mapi MCP brings that reviewed process into ChatGPT or Claude with the right context. You choose what to delegate and review the result.

The people who know the work contribute context and review the shared map. We coordinate participation and access around the process you want to understand.

Small and midsize businesses whose core business isn't technology, and that want to understand and improve their operations with AI. We work with business owners, team leads and the people doing the work.

Mapi MCP is in beta. It lets you use a reviewed process as context in ChatGPT or Claude, while keeping your team in charge of decisions and review.

Yes. We discuss your team and agree on a scope: understanding the operation, testing improvements and supporting adoption.