Is your AI rollout actually being used?
AdoptionBench tracks publicly reported enterprise rollouts of Copilot, ChatGPT Enterprise, Gemini, Claude and in-house assistants, and tags every number by who published it. Benchmark your adoption rate against real deployments, not vendor marketing.
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The gap is the story
Vendor case studies cluster at 80–100% adoption. Independent reporting lands lower: about half of staff using an internal assistant daily at one large bank, about 14% daily at another, about 40% at a US state government. We show the spread instead of one flattering average.
Every number tagged
Each figure is labeled by metric (weekly, daily or monthly active, or loosely defined "adoption") and by source (vendor, company, independent), with a link to the original.
Rough rule of thumb
Weekly active among licensed users: 80%+ matches showcase rollouts, 50–70% is solid, under 40% is lagging. Daily active at 40–50% across a whole workforce is excellent.
The weekly AdoptionBench brief
One new rollout data point, one benchmark chart and one practical adoption lesson each week. Free, five minutes to read.