Your AI agents have audit logs. Can you reconstruct their decisions?

AI agents make operational choices like cancelling contracts or issuing refunds, but standard enterprise logs cannot reconstruct why those choices occurred. Organizations must now capture structured decision records that preserve inputs, reasoning rules, delegated authority, and downstream consequences. This shift requires accounting, operations, and technology teams to treat machine decision reconstruction as an active governance discipline.

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