Internal AI Teams
Understand work across your agent system.
Bring run activity, reported attention and outputs into a private operating view.
Find work with context.
See what started, what completed and what failed. Inspect source timestamps rather than assuming quiet systems are healthy.
Supervise within scope.
Keep workspaces isolated and signing credentials server-side. An operator decision remains tied to a known request.
Report the signals you have.
Map real runtime events. Missing health and unavailable output content remain explicit.