“Which teams are still doing manual work AI could handle?”
13 teams are dark. The largest sits at 1.2% adoption, and two managers own 48 of the quiet seats. Start there.
A unified visibility layer for your company. Caliber captures every tool, dollar, and workflow, and writes it into one company brain your team and your agents share.
Runs in your cloud · Air-gap ready
Connect read-only. Every tool your teams already run reads and writes to the same company brain. Nothing to migrate, nothing to re-tag.
How it worksEvery role has its own view of the truth. Enablement reads adoption. Sales reads deals. Security reads logs. Caliber connects every perspective into one company brain.
Engineering delivery
Caliber follows every AI-written change from prompt to production — so you know what you shipped, what you paid for the part you didn't, and whether delivery is actually getting faster.
Example dashboard: 68 percent of AI-written changes shipped to production, 32 percent were discarded before merge, costing about $41,200 per month in discarded AI spend.
The company brain is the system of record for how your company works. That belongs inside your walls: it deploys in your cloud, ships fully air-gapped if you need it, and nothing flows back to Caliber.
The brain lives in your environment: your repos, your buckets, your keys. We never host your data.
Ships fully air-gapped for regulated and high-security environments. No outbound connection required.
No prompts, no code, no documents. Your data has no path to Caliber's servers, by architecture, not policy.
Connects with read-only keys you issue and control. Audit every integration, revoke any of them any time.
Built on caliber-ai-org/ai-setup . Start free, scale to managed.
See how Caliber turns scattered AI usage into one managed, measurable layer, and the first skills we'd deploy for your team.
Private beta · Runs in your cloud, air-gap ready