# Claude Enterprise smart reports — what a team's Claude spend produced

> Claude Enterprise admins can now see what each team got for its token spend, ask staff directly, and share one budget per group.

- Org: Anthropic
- Date: 2026-10-28
- Category: tool
- Source: https://claude.com/resources/articles/smart-reports-surveys-pooled-budgets
- Canonical page: https://ai-tldr.dev/releases/anthropic-claude-enterprise-smart-reports/

Anthropic made smart reports, in-app surveys and pooled group budgets generally available for Claude Enterprise. Smart reports group a team's Claude work into workstreams and show the spend, the deliverables and where work got stuck.

## What it is

Smart reports, in-app surveys and pooled group budgets became generally available for Claude Enterprise on 28 October 2026. An admin picks a team, a date range and products, and the report shows what that team worked on with Claude, what it delivered and what it cost.

## How it works

Claude reads a sample of the team's transcripts and sorts the work into workstreams, each with spend, deliverables and common friction points such as a missing connector or a failed tool call. The report ends with recommendations, like recurring workflows worth turning into skills. Surveys appear as a short card after a reply, and a pooled budget counts every request against both the group budget and the member's own limit.

## Why it matters

TechCrunch frames the launch as Anthropic's answer to a top worry of large customers: what the AI bill actually buys. Pooled budgets also stop heavy users from hitting a personal cap early in the month while colleagues leave budget unused, with email alerts at 50%, 75%, 95% and 100%. Anthropic says smart reports are not meant for judging individual performance.

## Who it's for

Claude Enterprise admins and team leads

## Try it

https://support.claude.com/en/articles/16893491-get-started-with-smart-reports

## Links

- [Claude Announcement](https://claude.com/resources/articles/smart-reports-surveys-pooled-budgets)
- [Smart Reports Guide](https://support.claude.com/en/articles/16893491-get-started-with-smart-reports)
- [Pooled Budgets Guide](https://support.claude.com/en/articles/17005973-manage-pooled-group-budgets-on-enterprise-plans)
- [TechCrunch](https://techcrunch.com/2026/10/28/anthropic-just-launched-tools-to-show-companies-what-their-ai-spending-is-buying/)