Privilege Review After AI Tagging
Design a privilege review workflow around AI tagging that includes sampling, escalation, and clawback planning.
pathway Production pressure The review platform has labeled 18,400 documents not privileged. The production deadline is Friday and the team is tempted to accept the model's clean set. Waiver risk turns on process, not on whether a vendor label looked confident. Privilege workflow Tag -> sample -> escalate -> clawback Use AI to triage documents, then prove reasonable steps through sampling, escalation, and clawback planning. Model tag = production call Fast, but weak evidence of reasonable prevention. A review record the team can explain. Privilege protection is a defensible process, not a model label. 01 Sample 02 Escalate 03 Rectify…
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