Why AI Adoption Surveys Should Ask About Abandonment, Not Just Uptake
Almost every AI adoption survey measures who started using a tool. Almost none measure who tried it and quietly stopped.
Almost every AI adoption survey measures who started using a tool. Almost none measure who tried it and quietly stopped.
Declining usage after an initial spike is a more concerning signal than low adoption from the start, and it gets…
Different departments within the same company adopt AI at very different rates. Company-wide adoption statistics flatten that variation.
Survey-reported adoption numbers count a company as an 'adopter' at a much lower bar than most employees would recognize as…
Investors tracking AI Adoption note that the metrics that matter are shifting from raw growth to retention and measurable business…
Enterprises evaluating AI Adoption are increasingly weighing total cost of ownership against speed of deployment, a tradeoff that looks different…
Analysts covering AI Adoption point to a familiar pattern: early experimentation gives way to consolidation, as a smaller number of…
For operators, the practical question around AI Adoption is rarely about capability alone. It comes down to how cleanly a…
The organizations furthest along on AI Adoption tend to share a common trait: they treat it as a standing operational…