On the record

On the record.

Plain-language notes on governing AI in enterprise work, from gopal joshi, Founder of Stringify AI — what the risk actually is, and what an Inspector does about it.

on the record · Aug 2026

Copilot is licensed. That doesn't mean it's governed.

A Copilot license is a buying decision, not a governance one — and the gap between "we have Copilot" and "we can prove what it touched" is where the risk lives.

on the record · 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.

on the record · 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.

on the record · 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.