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Platform · Workflow automation

Approvals, review, scheduling, and publishing.

Orchestrate the full content workflow visually — pause for human approval, branch on conditions, run on a schedule or event, and publish from draft to live.

Capabilities

What it does.

Human in the Loop

Pause a run and wait for a reviewer to approve before it continues.

Flow control

Branch on conditions, loop over lists, and fail fast when needed.

Run on a schedule

Trigger workflows on a schedule or when an event occurs.

Batch processing

Fetch and process batches — ideal for heavy off-peak runs.

Draft to live

Move content from draft through review to published.

Observable

Every run is logged, traceable, and resumable from the execution panel.

Human in the Loop

A manual checkpoint, right in the flow.

The Human in the Loop node pauses execution and presents content to a reviewer for approval before resuming. There is no automatic timeout — the workflow stays paused until a human validates the request from the execution panel. The approved content is then passed as input to the next node.

Content inputCustom reviewer messageApprove to resumeApproved output
Flow control

Branch, loop, and fail on your terms.

Flow-control tools shape how a run proceeds. The Conditional node sends data down a true or false path; Loop iterates over lists; and Fail stops execution with an error when something is wrong.

Triggers & scale

Run on a schedule or on an event.

Kick off a workflow on a schedule or when an event occurs via the run endpoint. Runs execute asynchronously in the background, so you can fan out batch processing — fetch a batch, process it, and output — during off-peak hours.

On a schedule
On an event
Run in background
Batch: fetch → process → output
Monitor run status
What teams build

From draft to published, with humans where it matters.

Reviewed publishing

Generate content, pause for sign-off, then publish from draft to live.

Conditional routing

Send approved items one way and flagged items back for revision.

Scheduled batches

Process large lists overnight and output the results in one pass.

Auditable runs

Every execution is logged and resumable from the execution panel.

Example

A reviewed publishing pipeline, end to end.

Schedule trigger AI Agent: draft content Human in the Loop: approve Conditional: ready? Publish: draft → live

The run pauses at Human in the Loop until a reviewer approves — there is no timeout — then the Conditional node routes approved drafts to publish.

How it works

From input to outcome.

01

Configure

Set it up visually in Studio — drag nodes onto the canvas, no code required.

02

Run

Trigger on a schedule or event; runs execute asynchronously in the background.

03

Review

Execution pauses at the Human in the Loop node; a reviewer approves to resume.

04

Publish

Approved content flows to the next node and goes from draft to live.

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