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CALIBER
Private beta

Stop working for AI.
Start getting value.

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.

Get a demoView the open source

Runs in your cloud · Air-gap ready · Your data never reaches us

One layer for
every AI tool.

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 works
Claude
Cursor
GitHub
Linear
Jira
Notion

Ask it anything. Someone already needed the answer.

Every 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.

AI Enablement

“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.

Claude console — 184 active seats, telemetry live
#team-gpe — zero AI mentions in 30 days
IdP roster — 48 seats under two managers
AI Director

“Where does AI live in my org, and who’s falling behind?”

58% of the org is AI-active, and the top 10 users hold just 16% of usage. Broad adoption, five tools, one blind spot.

Claude — $53k, 184 users, zero-lag telemetry
Cursor — 48 seats, usage up 22% this month
GitHub — AI-authored reviews attributed
Sales

“What do we need to know before the next call?”

The security review is the open blocker. They asked twice for the DPA, and the champion goes quiet whenever pricing comes up.

Call · Jun 26 — DPA requested a second time
Deal — stalled at security review for 18 days
Thread — pricing question still unanswered
Product & Eng

“Which tickets shipped without a design doc this sprint?”

Three. Two were weekend POCs handed off mid-flight; one cost the backend team two days of rework.

ENG-318 — no design doc linked
PR #412 — handoff merged without a spec
#eng — “take and maintain” thread
Security

“Is sensitive data reaching an external model right now?”

One path found: 20 PRs merged with an AI approval and no human on record. Three API keys sit outside the gateway.

Review log — AI-only approvals flagged
SSO — 3 unmanaged AI logins this week
Key inventory — 3 of 429 outside the gateway
People

“Why did we build it this way, and who owns it now?”

Decided Apr 8 in the pricing review, reversed once, owned by Dana since the reorg. The full trail is linked below.

Decision log — Apr 8, one reversal
#leadership — reorg ownership thread
1:1 notes — handoff confirmed in writing
See it answer on your org

Your data never leaves your cloud. Not even to us.

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.

Runs in your cloud

The brain lives in your environment: your repos, your buckets, your keys. We never host your data.

Air-gap ready

Ships fully air-gapped for regulated and high-security environments. No outbound connection required.

Nothing reaches us

No prompts, no code, no documents. Your data has no path to Caliber's servers, by architecture, not policy.

Read-only by default

Connects with read-only keys you issue and control. Audit every integration, revoke any of them any time.

Your cloudAir-gapZero egressRead-only keys

Why it compounds

Tools plateau.
A layer keeps climbing.

Point-tools give you a one-time bump, then flatline. Because Caliber learns your org and improves every setup, the value per AI dollar keeps rising quarter over quarter.

With CaliberTools alone
Value per AI dollarlast 4 quarters →
Q1Q2Q3Q4

The managed version of our open source

Built on caliber-ai-org/ai-setup . Start free, scale to managed.

Star on GitHub

Compounding AI leverage starts here.

See how Caliber turns scattered AI usage into one managed, measurable layer, and the first skills we'd deploy for your team.

Get a demo

Private beta · Runs in your cloud, air-gap ready · Your data never reaches us