See how your industry is really adopting AI
Knowing what your peers are doing changes how you prioritize. The Benchmarks tool shows AI adoption rates, typical ROI ranges, and top use cases for your sector — and where your readiness lands on a modeled distribution.
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What the AI Adoption Benchmarks does
Complete a short self-assessment to see industry-level AI adoption analysis: adoption rates, typical ROI ranges, top use cases, and a modeled peer distribution. A server-side engine places your score against a modeled reference distribution for your industry — an illustrative estimate, not a live cohort of real assessments — and the analysis is sourced from named research reports.
Who it's for
- Owners benchmarking against their industry before investing
- Anyone who wants cited adoption stats, not vibes
- Teams building the case for AI to a skeptical stakeholder
Sample output — Benchmarks
Healthcare & Life Sciences — AI Adoption
- Adoption rate: 42% of firms using at least one AI tool
- Typical ROI range: 90%–260% over 18 months
- Top use cases: scheduling automation, patient communication, documentation
Your readiness: a self-assessed score of 40/100 sits around the 38th percentile of a modeled Healthcare & Life Sciences readiness distribution — an illustrative estimate, not a measured ranking of real peers. The fastest gains are in scheduling automation.
Illustrative sample. Your output is generated from your own inputs.
Frequently asked questions
Are the benchmarks free?
Yes — the benchmark calculator and percentile ranking run free. Only the AI-written personalized report consumes a run.
Where does the data come from?
A curated industry dataset built from named research reports and surveys, with source citations on each data point.
How is my percentile computed?
Server-side against a modeled reference distribution for your industry — an illustrative estimate, not a cohort of real assessments or a flat average.