The New AI Productivity Rule: Aim for 20% (Not 80%) Goals

Rethinking AI Productivity for Audit Professionals

The pervasive hype surrounding Artificial Intelligence often promises transformative productivity gains, frequently citing figures as high as 80%. However, for internal audit and assurance professionals, this article suggests a more grounded and achievable target: a 20% time saving. The author, drawing from extensive experience and research, contends that the 80% figure is largely a fallacy, often derived from controlled experiments that fail to account for the complexities and inherent chaos of real-world workplace implementation. In fact, some studies indicate that AI can even increase workload due to new complexities, training demands, and the need for human oversight.

Strategic AI Adoption: Focusing on Value, Not Replacement

The core message for audit and assurance professionals is to strategically integrate AI to free up time for essential, human-centric tasks that AI cannot replicate. This includes activities like critical thinking, decision-making, fostering trust and intimacy with stakeholders, creative problem-solving, and continuous learning. Rather than aiming to automate entire job functions, the 20% goal encourages professionals to identify specific, time-consuming tasks where AI can provide meaningful assistance. Examples include leveraging AI for data analysis, generating initial drafts of reports, or streamlining routine operational processes, thereby allowing auditors to dedicate more time to advisory services and strategic insights.

Protecting Core Professional Skills in the AI Era

A crucial insight from the article is the importance of protecting and nurturing core professional skills, such as note-taking, writing, and in-depth analysis, which are fundamental to learning and intellectual growth. While AI can assist in these areas, completely offloading them can hinder cognitive development. For internal audit, this means using AI to generate ideas, plan audits, or clean up drafts, but retaining human oversight for critical analysis and judgment. The 20% productivity gain, when achieved, translates into significant reclaimed time—approximately 1.6 hours daily or 400 hours annually—which can be reinvested in professional development, deeper engagement with colleagues, and a better work-life balance. This realistic approach to AI adoption is not just about efficiency; it's about enhancing the value and strategic impact of internal audit functions in an evolving economic landscape.