Why Measuring AI Use Isn’t Enough Anymore

AI adoption has moved quickly. Measurement has not. Many organizations can tell you whether employees are using AI tools. Far fewer can explain whether those tools are improving outcomes, building confidence or strengthening decision-making. As we move into 2026, that gap matters more than it used to.