The A3 Framework: Staying Ahead of the Curve by Combining Agile, AI, and Audit
By Lynn Wolf-Hill

Your audit function isn't broken. But your playbook is.

In a world where artificial intelligence is reshaping how decisions are made, how do internal auditors stay relevant, proactive, and trusted? The A3 Framework offers a new operating model?one that integrates Agile thinking, AI fluency, and audit expertise to meet the pace of modern risk.

Whether you're leading an internal audit team or advising the C-suite, this book shows you how to:

• Shift from static annual plans to dynamic risk sensing
• Use Agile practices to drive faster, smarter audit delivery
• Evaluate and audit AI systems?even when no one else knows how
• Build cross-functional partnerships that matter
• Embed assurance into real-time decisions?not just reports

With clear examples, practical tools, and a refreshingly candid voice, Lynn Wolf-Hill walks you through how to modernize your audit function without losing what makes it valuable. The A3 Framework (Agile + AI + Audit) isn't a checklist. It's a mindset?one that helps you stay ahead of the curve when the rules are still being written.

If you're ready to lead internal audit into the future?not just survive it?this book is your map.

"A must-read for leaders facing the chaos and consequences of AI."

"Finally?a book that treats auditors like the strategic partners they are."