AI Adoption

AI adoption is the process by which employees in an organization move from having access to AI tools to actually using them as a consistent part of their daily work. Access and adoption are not the same thing. Most organizations that report "using AI" have given employees access to tools — a much smaller proportion have achieved meaningful adoption where AI use is habitual, widespread, and producing measurable productivity gains.

True adoption requires role-specific application, habit formation support, and visible leadership behavior, not just tool access.