What we actually shipped — and what we did not.

Why Most AI Automations Break in Production — and How to Build Ones That Don't

The demo runs flawlessly. Three weeks later someone is back to doing it by hand. The root cause is almost never the AI — it's the architecture around it. Here's how to build automation that survives production.

Matti Ilvonen·17 May 2026·5 min read