Most organizations can describe their AI governance program. Far fewer can prove it works. When an auditor, regulator, or board member asks which data trained a model, who approved its use, or why an agent made a particular decision, a policy document is not an answer. The answer lives in metadata. Metadata is the record of what your data is,...