Benchmark how your whole company uses AI
Cognita turns your Claude telemetry into benchmarked insight on AI adoption, cost and impact - across engineering, recruiting, marketing, support and beyond. Know exactly where you stand against companies like yours.
AI is changing how every team works. Most leaders are flying blind.
Who has adopted AI deeply, who is barely using it, what it costs and where it creates real impact. The answers are in your telemetry - Cognita brings them into one clear picture, and the trend line only goes up once you can see it.
Not just engineering
Anyone using Claude Code or Claude Cowork shows up in Cognita - so you can see AI adoption across the whole company, function by function.
Recruiting
See how your talent team uses AI to screen, write outreach and summarise interviews - and how that compares to other recruiting teams.
Marketing
Track AI use across content, campaigns and research, and the cost behind it.
Customer support
Understand how support uses AI to draft replies and resolve tickets faster.
Engineering
The deep view you'd expect: cost, models, productivity, tools and skills.
Operations
Spot where ops and analysts lean on AI for reporting, data and process work.
Anyone on Claude
If they use Claude Code or Cowork, they're measured - one picture, every function.
See where you stand against your industry
We benchmark your AI usage against similar companies - so “are we using AI well?” becomes a number, not a gut feel.
Your team is in the 78th percentile for token usage - ahead of most similar companies, with clear room in the tail.
Your AI fluency scorecard
Four dimensions, each benchmarked against companies like yours. See exactly where you lead and where to push.
vs benchmarkOne connection. A live picture of AI across every team.
Sign up free
Create your workspace and get a private OpenTelemetry endpoint and token in seconds.
Point & collect
Add one line of config to Claude Code. Telemetry flows to Cognita - no agents, no code changes.
See everything
Cost, models, productivity, adoption and team rhythm - in one live, shareable dashboard.
The questions every leader is asking about AI
Answered with your data, not guesswork.
Cost & models
Spend by model, team and person. Catch frontier-model usage where a cheaper one would do.
Adoption curves
Who has adopted AI deeply, who's dabbling, and how that's trending week over week.
Output & activity
Active hours, sessions and work produced - per workday, holiday-adjusted, honestly measured.
Function benchmarks
Compare each team to others in your company - and to similar companies in your industry.
Tools & skills
Which tools, skills and workflows each team leans on - and where the best ones already live.
Per-person profiles
Click into anyone for a full breakdown: models, cost, daily medians and trends over time.
Insight without exposure
Cognita is built so your people’s data is protected by architecture, not just policy. We measure how AI is used - never what your teams actually write.
Prompts are never stored
We collect usage metadata - counts, models, timing, cost. The content of prompts and outputs is redacted before it ever leaves the device.
Emails are hashed at ingest
Identities are pseudonymised the moment data arrives. Our analytics store only ever holds one-way hashes, never a plaintext email.
Secrets stripped, centrally
Command lines, file paths and tool inputs are stripped at the collector before anything is stored - so credentials and PII can't leak into the data.
Erasure is instant
A GDPR erasure request is a single deletion. Remove one identity record and millions of events become permanently anonymous - no trawling required.
Your data stays yours
Every company is fully isolated. We never mix your data with anyone else's, and you can export or delete it at any time.
Benchmarks run on anonymised data
Cross-company comparisons use only aggregated, k-anonymous cohorts - you see how you compare without anyone's identity being exposed.
One rule underpins all of it: raw prompt text and plaintext emails never enter our analytics lake. Redaction and hashing happen at the point of collection.
From insight to improvement: AI coaching
Cognita will turn your data into personalised coaching - showing each engineer the few habits that make them dramatically more effective with AI, and helping leaders spread the best practices already in their org.
Start free and be first in lineFree to start today
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Everything you need to understand AI adoption.
- ✓Your private OTel endpoint
- ✓Full adoption, cost & model dashboards
- ✓Benchmarks vs your industry
- ✓Team scorecards & leaderboards
- ✓Works with Claude Code & Cowork
See how your org uses AI - and how you stack up
Free to start. Five minutes to your first benchmark.
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