Notes

Field notes from checkllm.ai.

How to think about governed AI in real enterprise work — and what an Inspector actually does about it.

note · Mar 2026

Before you govern AI, you have to see where it already lives

Most enterprise AI risk isn't in a lab — it's in the ordinary workflows people already run. A short look at how to recognize it before you decide what to do about it.

note · Feb 2026

What an "LLM checker" actually has to do in a regulated workflow

Checking an LLM's output for quality is the easy 10%. In a regulated workflow the real job is proving what went in, what came back, and that nothing left your walls — on record.

note · Jan 2026

Where AI already lives in your enterprise — and what you can't prove about it

Before you govern enterprise AI, you have to find it. It's rarely where the org chart says — and most of it is running today with no record anyone could show an auditor.