Product module

AI Agent Workspaces

Agent sessions, tools, model usage, projects, and production boundaries for agent-native product workflows.

Customer use case

Who this module is for

For agent-built AI products that need workspaces, tool registries, session boundaries, model usage tracking, and reviewable production controls — instead of running agents directly against bare model endpoints.

What it handles

  • Workspace and session boundaries with tenant scope
  • Tool registry + scoped tool access
  • Model usage tracking and operational visibility
  • Project-level reviewable state

Path into ScaleMule Cloud

How AI Agent Workspaces connects to the platform

AI Agent Workspaces inherits the same access, audit, and usage primitives as ScaleMule Cloud, so agent-driven workflows stay reviewable as they reach customers.