How ClientPilot operates

ClientPilot uses LangGraph to interpret a request, inspect the client through Swytchcode tools, identify blockers, and conditionally execute approved actions.

Understand

Classify the request and identify the relevant client.

Investigate

Gather only the context needed from connected business tools.

Act

Update systems, coordinate the team, and report what actually happened.