Organization analytics

The Organization Analytics view rolls up usage and cost across every user in your Confabulous instance. It’s designed for trusted-team deployments where the team wants full visibility into how AI coding is being used — who’s running sessions, which repos and providers they’re hitting, and how much it’s costing.

See it live on the demo instance: demo.confabulous.dev/organization.

What it shows

A single page with one row per user and filters across the top:

• Per-user totals — session count, total cost, total duration, total assistant time, total user time.
• Per-user averages — cost per session, duration per session, assistant/user time per session.
• Filters — date range (up to 90 days), provider (Claude Code / Codex), repo.

The repo filter rolls forks up to their upstream root automatically, matching the behavior on Sessions and Trends.

Enabling it

Set a single environment variable on the app service:

ENABLE_ORG_ANALYTICS: "true"

Restart the stack. The Organization page appears in the top navigation for every authenticated user; the API endpoints GET /api/v1/org/analytics and GET /api/v1/org/repos start returning data instead of 404.

When ENABLE_ORG_ANALYTICS is unset (or any value other than "true"), the feature is fully off — the UI nav item is hidden, the endpoints return 404, and there is no measurable overhead.

Privacy model

Caution

Once enabled, every authenticated user can see every other user’s name, email, session count, cost, and time breakdowns. There is no role-based gating — admins and regular users see the same data.

This is a deliberate design choice for trusted-team deployments. If you need to limit visibility to admins only, do not enable this feature.

If ALLOWED_EMAIL_DOMAINS is configured, access is implicitly scoped to users in the allowed domains (only those users can log in in the first place).

Recommended pairings

Organization Analytics works well alongside:

• SHARE_ALL_SESSIONS_TO_AUTHENTICATED — combine with org analytics so users can drill from a teammate’s aggregate numbers into the individual sessions behind them.
• Smart Recaps — gives the aggregate rows narrative context once you click through to specific sessions.

API

See the API reference for the underlying endpoints (GET /api/v1/org/analytics, GET /api/v1/org/repos).