AI-ready skills are not what you think
Enterprises have spent the past two years rushing to make their workforces “AI-ready.” But many early training programs — focused on prompt writing and chatbot skills — are proving poorly suited to the realities of AI-powered work. The reason is simple: the skills that matter most once AI enters real workflows have less to do with interacting with tools and more to do with judgment. The durable capabilities emerging in the AI era include output validation, data literacy, process understanding, and the ability to challenge automated recommendations. Tool-specific skills, by contrast, tend to age quickly as models and interfaces evolve. “AI-ready is not defined by how many people took training or how many licenses you bought,” said Neal Sample, executive vice president and chief digital and technology officer at electronics retailer Best Buy. “It’s defined by whether you have redesigned real workflows, assigned accountability, and can show the technology is improving outcomes without int