Three admin features for Claude Enterprise have left preview: smart reports, in-app surveys, and pooled group budgets. All three are now generally available.
What a smart report returns
You pick a team, a date range, and the products to include. Claude analyzes a sample of that team’s transcripts and groups the work into workstreams. For each one you get the spend, the deliverables produced, and the most common points of friction: a missing connector, a failed tool call.
At the end sits one consolidated list of recommendations, covering recurring workflows worth turning into skills and rules worth adding to your code repository. Any finding can be shared as an artifact with the people who can act on it. Reports also answer custom questions about model usage and cost, and admins can save those questions and insights as templates for the next round.
Two practical details. If a spend limit is holding someone back, an admin with billing permission raises it straight from the report. And owners can let team leads who aren’t admins run reports for their own groups.
One customer quoted in the post gives the scale: each report draws on tens of thousands of sessions.
Surveys and shared budgets
The surveys run inside the app and ask members what new work Claude is making possible for them. That is the counterweight to whatever the transcripts say.
Pooled group budgets solve a smaller but more irritating problem. Admins set one shared budget per team instead of managing each member separately. Anyone who has ever chased twenty individual limits knows why that earns its own line in a release post.
What the reports are not for
Anthropic puts it in the body text, and it is the most important sentence in the post: smart reports aren’t for evaluating individual performance or making employment decisions. They exist to show adoption and inform investment planning.
That the disclaimer is needed says plenty. A tool that reads transcripts per team and itemizes spend per workstream invites precisely the use being ruled out here. Whether the line holds won’t be settled by a product page; it will be settled by the first manager who brings a report into a performance review. The part I find more interesting is the feedback loop. A report that says “a connector is missing here” is worth more than any adoption dashboard.