Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems
This paper introduces Operational AI Deployment Assurance (OADA), a new governance framework designed to manage high-stakes AI systems. OADA translates various forms of AI uncertainty, such as fairness disagreements and instability, into actionable deployment decisions. It aims to bridge the gap between AI evaluation and real-world deployment by providing constructs like Deployment Assurance Scores and Governance Escalation States. AI
IMPACT Provides a structured approach to managing AI deployment risks, potentially improving safety and reliability in critical applications.