Certified: The ISACA AAIA Audio Course

This review episode reinforces Domain 2 by pulling operations and controls into a compact, easy-to-recall mental model that matches how AAIA questions are written. You’ll revisit how data pipelines, development practices, deployment gates, monitoring, supervision, and security controls fit together, with quick reminders of what “good evidence” looks like for each area. We’ll refresh the control themes that show up repeatedly in scenarios, including versioning and reproducibility, access control for model artifacts and datasets, change management that treats updates as outcome-changing events, and supervision that detects harmful decisions before stakeholders do. You’ll also practice the exam pattern of turning a scenario into: risk statement, control intent, and evidence path, so you can eliminate distractors that sound technical but do not prove anything. By the end, Domain 2 should feel like an operational control story you can explain and defend, not a pile of disconnected terms. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.