Most organizations can identify the AI tools they use. The harder question is whether they can produce a reliable record of what enterprise data those systems accessed, what instructions they received, what they returned and which policies governed the interaction. That gap can remain hidden during a pilot. It becomes obvious when a regulator asks questions, a customer challenges a decision or litigation puts the system under scrutiny. By then, the audit trail either exists or it does not. The…
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