AI can generate more change than most organisations can safely absorb. The constraint is not code, it is promotion: a change advances only when it has collected the evidence a gate requires.
The hardest part of AI in a regulated enterprise is not invention or industrialisation. It is the seam between them, moving work into repeatable execution without losing intent, control, or trust.