Preparing People for AI

Workforce readiness determines whether Artificial Intelligence (AI) becomes a source of progress or stalls in early pilots. Most adoption failures arise not from technical limitations but from how prepared people feel for new expectations, shifting workflows and machine-supported decisions. This chapter explains how readiness develops across four interconnected elements and why employees experience emotional and behavioural uncertainty long before tasks materially change. It shows how the human–AI decoder helps organisations interpret different levels of AI impact, translate role expectations and tailor support to frontline users, supervisors and governance teams. The chapter illustrates how workflows must evolve alongside systems, how managers shape day-to-day confidence and why trust, transparency and visible human judgement strengthen cultural readiness. It concludes with two practical tools that help leaders diagnose their organisation's starting point and identify where clarity, capability or support must grow before AI can be deployed responsibly and at scale.