Claude Enterprise turns team usage into readable reports, splitting spend by workstream and letting admins raise limits from the report

Enterprise admins can now see what work teams get done in Claude and what that work costs, rather than only seats and totals. Previously admins lacked a per-team, per-workstream view of spend and output, and had little basis for deciding which practices were worth copying across the organization. After an admin picks a team, a date range and the products to include, Claude analyzes a sample of the team's transcripts and groups the work into workstreams, showing spend for each, the deliverables produced and the most common friction points, such as a missing connector or a failed tool call.

Each report carries one consolidated list of recommendations and lets any finding be shared as an artifact with the people who can act on it. Recommendations point at concrete actions rather than stopping at reading: recurring workflows to turn into skills, and rules to add to the code repository. Reports also answer custom questions about model usage and cost, admins can save questions and custom insights as templates for future reports, and admins with billing permission can raise a spend limit that is holding someone back directly from the report.

In-app surveys add the team's own perspective, and pooled group budgets put spend where the work happens. The default survey questions center on value: the most valuable thing someone has done with Claude recently, how Claude changed the time that work took, which use a teammate should copy, and what would break or slow down first if the team lost access tomorrow. A pooled group budget gives a group one shared monthly budget while member limits still guard against unusually high individual use; every request counts against both and a member stops at whichever runs out first, the setup suggests an amount from the group's recent usage, and admins with billing permissions get email alerts at 50%, 75%, 95% and 100% of a budget.

The features target Claude Enterprise admins and team leads for understanding adoption and planning investment; admins with billing permission can raise a spend limit from a report, and owners can let team leads who are not admins run reports for their own groups.

Availability varies by configuration, including for organizations with a HIPAA configuration or customer-managed encryption keys; in-app surveys can now be enabled for organizations using customer-managed encryption keys, and for organizations that set one retention period for all data, surveys and their responses are deleted on that schedule.