AI Literacy

AI literacy is the ability to understand, evaluate, and work effectively with artificial intelligence systems — including knowing how they function at a conceptual level, where they are reliable, and where they fall short. It encompasses awareness of how models are trained, how bias can emerge, what prompting or configuration options exist, and how to interpret AI-generated outputs critically rather than uncritically.

In enterprise and commerce contexts, AI literacy is increasingly treated as a baseline competency for non-technical roles. Merchandisers, marketers, operations leads, and executives who understand AI's capabilities and limitations can make better decisions about when to trust AI outputs, how to structure workflows that include AI tools, and how to evaluate vendors. Organizations that invest in AI literacy across business functions reduce implementation failures and accelerate time-to-value from AI investments.