Launching an Audit Analytics Program: From Zero to One for Lasting Impact

This article emphasizes that building a robust audit analytics program is crucial for internal audit functions, especially as AI integration becomes a boardroom expectation. It argues that a strong analytics foundation is a prerequisite for credible AI adoption, highlighting the pitfalls of traditional sampling methods and common reasons why analytics initiatives fail. The piece provides a practical, step-by-step guide for audit leaders to successfully launch and sustain an analytics program, focusing on strategic execution over mere tool acquisition.