Writing
Notes
Arguments with evidence attached. Every note here cites at least one artifact you can open and check — a template, a control mapping, a dataset or a measurement.
904 controls, 280 obligations
We mapped 22 frameworks control by control. They collapse into 280 unified controls — a 3.2-to-1 reduction. That ratio is the whole argument for how compliance programmes should be structured, and most of them are structured the other way.
Your GRC platform added a chat panel. That isn't agent-native.
Every incumbent now has an AI assistant in the corner of the screen. Almost none of them can let an agent complete a control test, because their data model stores documents for humans rather than work for machines. Here is the test that separates the two.
Nobody's sample of 25 was ever statistical
Conventional sample sizes are a customary quantity of work, not a statistical conclusion. That was a reasonable trade when opening 25 files took a day. It is now a choice to test less than you could — and it is increasingly a choice you will be asked to defend.