Opinions by Phil Shelton “Ask Sarah” is not a knowledge-management strategy Informal handovers and generic AI tools leave regulated organisations with confident answers nobody can trace. Regulated work needs AI with citations, audit trails and human sign-off built in. 21 September 2026