Cumulative Decision Risk
Every AI-supported decision may be authorized, documented, and defensible, yet their cumulative consequences can produce outcomes nobody intended. As automation expands across workflows, meaningful governance requires understanding how decisions interact, authority shifts, and organizational responsibility extends beyond individual approvals.
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