Umpiring AI decisions: The Decision Review System (DRS) framework for contestable and board-ready security governance

Akhilesh Das
2026-10-14 9:00 am
Breakout
Leadership, Governance and Accountability
Executive Decision-Making Under Uncertainty

A cricket umpire's decision review framework translates into a governance model for making AI outputs contestable, logged and defensible under audit.

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