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Automation StudioOverview

Automation Studio

Automation Studio is Exemplar’s no-code / low-code agent orchestrator. Design workflows on a graph canvas, run them against the automation engine, watch live traces, and pause for human approval—without writing orchestration code.

Open it in the console: console.exemplar.dev Automation Studio (/automation-studio). Marketing hub: exemplar.dev  (Automation Studio).

Automation Studio sits on the same workflow engine as the legacy Workflows tab. Prefer Studio for day-to-day authoring (Mission Control + Build / Trace / Approve). The older Workflows UI remains available as a fallback.

What you get

SurfaceRole
Mission ControlSearchable workflow grid, live runs, pending approvals, New workflow
BuildGraph canvas + action catalog + per-node inspector; validate, save, publish
TraceLive run overlay on the same canvas; timeline, step I/O, run now / cancel / retry
ApproveHuman-approval inbox for a workflow; approve, reject, or comment

Workflow lifecycle statuses: Draft, Active, Paused, Archived.

Step catalog (high level)

Steps are grouped in the Add step catalog:

CategoryExamples
TriggersAPI (manual / REST), Event, Schedule (cron)
LogicFilter, Branch, Parallel, Wait
AIExemplar agent, Google ADK agent
Approval & EndHuman approval, End (terminate)
ActionsBuilt-in functions (HTTP request, Slack notify, Email notify, Set variables, Agent template run, …)
ConnectorsProvider actions from your connected integrations

Conditions and branches use CEL expressions, with insert-chips and an inline Test against sample context.

Topics

  • Harness — prompts, skills, memory, gateway, and agents that Studio can invoke
  • Tools & MCP — governed connector tools and A2A agents Studio can call
  • Context management — connectors that feed Context Lake and connector steps
  • DevX Assist — AI-assisted ops outside the graph builder
  • Account Settings — API keys for REST / API triggers
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