Before an enterprise lets autonomous agents publish to production, security and legal want one thing above all: a complete, queryable record of what happened and why.
Log the inputs, the model, and the output
Every run should capture the inputs processed, the model or pipeline used, and the output generated — enough to reconstruct any decision after the fact.
Approvals are part of the record
Who approved what, and when, belongs in the same trail. That’s what turns ‘we used AI’ into ‘we can show exactly how.’
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