Notes on shipping AI where it has to hold up
AI governance, the EU AI Act, DORA, and the product decisions underneath them. Written from inside the work, not from the compliance briefing.
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What an AI use-case register actually looks like
Everyone is talking about the EU AI Act. Almost nobody is showing what compliance looks like on a Tuesday afternoon, at the intake meeting, when someone wants to ship a feature.
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DORA doesn’t care that it’s AI
A regulation that reaches your AI product before the EU AI Act does — and has no AI chapter at all.
“There’s a human in the loop” is usually a fig leaf
A reviewer approving a hundred decisions an hour isn’t oversight. The four conditions that make it real.
We were asked to cover two thousand templates
Coverage is easy to report and value is not, so teams optimise the thing that reports well.