Building a Continuous AI ‘Audit Loop’: Shadow Mode, Drift Alerts and Defensible Logs
Quarterly audits and static checklists were designed for systems that changed slowly. Production AI does the opposite: models retrain, data shifts, and behavior evolves hour by hour. By the time a traditional review uncovers a problem, an automated decisioning system… Read More »Building a Continuous AI ‘Audit Loop’: Shadow Mode, Drift Alerts and Defensible Logs