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50 Real Audit Failures & How AI Could Have Prevented Them: Real-World Lessons in Cybersecurity, GRC, Control Effectiveness, and Intelligent Assurance
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Publisher: Independently Published
Pages: 242
Weight: 1.26
Height: 0.51 Width: 8.50 Depth: 11.00
Language: English
50 Real Audit Failures & How AI Could Have Prevented Them
What if your next audit failure could have been detected months earlier?
Audits rarely fail because organizations lack policies, frameworks, or technology. They fail because controls drift, evidence becomes unreliable, risks remain hidden, and warning signals are ignored.
50 Real Audit Failures & How AI Could Have Prevented Them takes you inside realistic audit breakdowns across governance, evidence, controls, audit execution, technology, human behavior, and AI-enabled assurance.
Through 50 practical failure scenarios, discover:
- Why seemingly strong controls fail in real-world operations
- How perfect-looking evidence can create false confidence
- Why GRC platforms and dashboards don't automatically create assurance
- How human shortcuts and organizational workarounds defeat controls
- Where AI can realistically detect anomalies, evidence gaps, and emerging risks
- Where AI can fail-and why human judgment remains essential
- How organizations can move from periodic audits to continuous, predictive assurance
This is not another compliance checklist.
It is a practical guide to understanding why audits fail, what auditors miss, and how human expertise combined with AI can prevent the next failure.
The goal isn't to find more failures.
It's to prevent them.
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