AI Governance

Users don't experience a model, data platform and operating layer as separate technologies. They experience one service and judge whether its answer is useful, complete and trustworthy. Five practical lessons for leaders connecting AI to real business data.

Two executives receive the same facts — one as a dense export, one as a clear briefing. The facts are identical; the ability to use them is not. AI assistants face the same challenge, and the handover between trusted data and the model can quietly decide whether the answer is right.