AI is being adopted fast — but no one can prove it’s working.
AI tools are spreading fast, yet most organizations can’t tell if they’re improving performance — or just adding noise. Adoption is visible. Impact is not.
Without that clarity, AI investment decisions are based on assumptions — not evidence. Leaders are expected to make confident decisions about productivity, performance and investments, but most don’t have the data. The organizations that will win aren’t the ones that move fastest. They’re the ones that can see most clearly.




