The Compliance Singularity

There is a specific kind of organisational silence that tells you a threshold has been crossed. I have heard it in financial services, in healthcare, in critical infrastructure and in public administration. Someone asks whether the AI system can account for a decision it made, and the honest answer turns out to be no. Not no in the sense that the data is missing, but no in the deeper sense that even where data exists, nothing binds it to the decision, nothing proves it has no

It is tempting, especially for organisations outside the European Union, to treat the EU AI Act as a distant, aspirational document, the kind of framework that signals direction without changing behaviour. That reading is a mistake. The Act is binding law with a phased application timetable, a risk-tiered structure, real supervisory authorities, and penalties calibrated to be felt by large enterprises. It does for artificial intelligence roughly what earlier waves of regulati

An evidentiary layer is only useful if a human being can ask it questions and get answers fit to hand to a regulator. Raw sealed records are necessary but not sufficient, because no supervisory authority wants a billion cryptographic entries. They want a small number of clear, complete, defensible reports that answer the questions they actually ask, each one backed by the sealed record beneath it so that any claim in the report can be drilled into and verified. In building th