In brief
A dashboard shows state; an AI workspace connects state, context and the next action.
The core idea
Teams need more than metrics: they need a place that turns insight directly into coordinated work.
How it works
AI Companions can take roles, use knowledge and document hand-offs, while dashboards primarily visualise.
In practice
- Signale verstehen
- Aktion zuweisen
- Ergebnis zurückführen
What organisations should consider
A workspace must not hide data behind activity: sources, status and owners must remain visible.
Responsibility and boundaries
A workspace must not hide data behind activity: sources, status and owners must remain visible.
FAQ
The core idea: AI Workspaces vs Traditional Dashboards?
A dashboard shows state; an AI workspace connects state, context and the next action.
Responsibility and boundaries: AI Workspaces vs Traditional Dashboards?
A workspace must not hide data behind activity: sources, status and owners must remain visible.

