Claude Enterprise adds smart reports on how teams use AI and what it costs
Anthropic has made smart reports generally available on Claude Enterprise. A report reads a sample of a team's Claude sessions, groups the work into workstreams, and shows what each one costs and where it gets stuck. The same release adds in-app surveys and shared monthly budgets for teams.
Smart reports are off by default. An Owner turns them on, and then an admin picks a team, a period of up to the last 28 days, and the products to cover. Each organization can run 10 reports a month at no charge. The reports cannot be used by organizations with customer-managed encryption keys, a HIPAA setup, or a hybrid deployment.
Each report lists the work done, the cost of each type of output, common problems such as a missing connector, and suggested workflows to turn into skills. An "Inefficiencies" section counts sessions that produced nothing usable and sessions that were personal or off-topic, as a total count and cost only.
What it means for your work
- If you run AI rollout: You get a view of what people actually use Claude for, and which missing connectors slow them down. Fix those first.
- If you use Claude at work: Your company may now see summaries of team sessions. Names are hidden by default. An Owner can let viewers reveal them, and each reveal is logged. Anthropic says the reports "aren't designed and should not be used" for judging individual performance. Ask your admin how your company uses them.
- If you manage budgets: A shared team budget sends billing admins email alerts at 50%, 75%, 95% and 100%.