Certified: The ISACA AAIA Audio Course

This review episode reinforces Domain 3 by walking through the audit toolset you need—planning, criteria, testing methods, sampling, evidence integrity, analytics, and reporting—in a single connected flow that matches exam logic. You’ll revisit how to define scope around decision impact, convert policies and obligations into measurable criteria, select AI-aware audit techniques, and collect evidence that is traceable to model versions, data states, and change records. We’ll refresh sampling strategies that reveal bias and failure modes, and the integrity checks that prevent findings from being dismissed as “from a different version.” You’ll also reinforce how to communicate results with findings that connect cause, risk, evidence, and remediation, and how follow-up keeps improvements durable as models and data evolve. By the end, Domain 3 should feel like a repeatable audit playbook you can apply under time pressure with calm, defensible reasoning. 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.