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The A3 Framework: Staying Ahead of the Curve by Combining Agile, AI, and Audit
The A3 Framework: Staying Ahead of the Curve by Combining Agile, AI, and AuditBy 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."
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."
The A3 Framework: Staying Ahead of the Curve by Combining Agile, AI, and AuditBy 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."
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."
