Governing at Machine Speed: An Adaptive Intelligence Architecture for Real-Time AI Policy Enforcement
Bridging the governance gap with automated policy enforcement for high-velocity enterprise AI environments.
Enterprise AI adoption has reached 78% of organizations globally, yet the infrastructure to govern that adoption has not kept pace. This paper identifies and characterizes the attestation deficit, a structural condition in which organizations maintain governance policies but cann...
ArXiv CS.AI
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As enterprise AI adoption scales, the gap between rapid deployment and robust oversight has created dangerous vulnerabilities in institutional governance. This research offers a blueprint for embedding policy enforcement directly into architectural workflows, ensuring compliance matches the velocity of machine-speed operations.
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