Your First Orchestration
Create, publish, and run an orchestration end to end.
Orchestration Builder
Configure the goal, allowed workflows, triggers, gates, and limits.
Approvals and Discussions
Approve, reject, or discuss pending decisions as a human in the loop.
Monitoring Instances
Follow live activity, inspect the decision trail, and review history.
Why orchestrations exist
A workflow is one automation path: a trigger, steps, and an outcome. Real work often changes shape as it moves from intake to completion, and no single path covers it. Orchestrations coordinate that longer-lived path with a controlled loop:- An entry trigger matches an item and opens an instance.
- The instance starts a configured first workflow, with no AI decision at entry.
- The workflow runs and reports its result back to the instance.
- The orchestration decides what happens next: route to another allowed workflow, wait for a human, or complete.
- The loop repeats until the goal is reached, the instance is cancelled, or a limit is hit.
Orchestrations vs workflows
A workflow is still the unit that does work. The orchestration decides which approved workflow runs next. Workflows run exactly as you authored them; the orchestration never changes their steps.
An orchestration cannot reach every workflow in the project. Instances route only to workflows listed in Allowed Workflows, a closed set you select in the Builder.
What an orchestration contains
You configure everything in the Builder:- Goal: what “done” means for one tracked item.
- Orchestration instructions: optional routing guidance between workflows.
- Allowed Workflows: the closed set of workflows instances may route between.
- Triggers: the events or slash commands that open an instance, each with a deterministic first workflow.
- Gates: human consent checkpoints before specific workflows or before completion.
- Limits: deterministic guardrails on steps, repeats, active instances, and idle time.
How decisions are made
Every step boundary opens a decision point with a proposal: route to a workflow, or complete the instance. Each proposal carries a confidence score and a rationale, both visible on the instance page.- Proposals with high confidence auto-approve when no gate covers the target.
- Proposals behind a gate always wait for explicit human consent. The AI can never pass a gate on its own.
- Low-confidence proposals, dead ends, and limit violations also escalate to a person.
Published versions and running instances
Orchestrations use published versions. Draft changes in the Builder do not affect anything until you select Publish. Each instance is pinned to the version that opened it and follows that definition for its whole life. Publishing a new version changes behavior only for new instances, so in-progress work stays stable while you iterate. The instance page shows the pinned Version, and the History tab lists every published version.Billing
An orchestration instance bills as one workflow execution, regardless of how many routing decisions it takes. The workflow runs it starts bill as usual.Orchestrations availability depends on your plan. If Orchestrations does not appear under Build in the project sidebar, contact your account team.
Related
- Workflows: the automation unit orchestrations route through.
- Triggers: workflow trigger types and event context.
- Workflow Execution Control: run queuing, priorities, and resource locking.