Human Approval Gates

Human approval gates are control mechanisms that require human review and sign-off before AI systems proceed with consequential decisions or actions. They are critical for enterprise AI governance because they ensure that high-risk outputs like hiring recommendations, credit decisions, or medical diagnoses receive human oversight and accountability before implementation. These gates help organizations maintain regulatory compliance, mitigate liability, and preserve human agency in domains where automated decisions could cause significant harm.

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