Blog

Thinking out loud.

Notes on AI in field service, why we made the architectural choices we did, and what's shipping next.

May 16, 2026

Why AI-native beats AI-added

Most FSM tools are bolting AI on top of databases designed before AI was real. Here's why the architecture matters — and what changes when AI is a first-class actor.