A visible trail
Each handoff gets a place in the activity log. Follow the sequence instead of guessing what happened.
Thoughtful orchestration for AI workflows
Give your agents
a sense of direction.
A good workflow is more than a collection of agents. See the handoffs, shape the work and keep the whole loop in view.
Step into the control room An interactive product demo
The whole loop.
ResearchFind the signal
ComposeShape the answer
ReviewClose the loop
You stay in control.
See the work, not just the output
A calmer kind
of mission control.
Try a complete workflow without connecting an account.
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Content operationsDemo workspace
Interactive simulation. No live agents, external tools or model calls are connected.
Activity trail
- Your next run starts the story.
A tighter loop
Research→Write→Rewrite→Review
Research→Compose→Review
Standard scenario2,400 tokens
Optimized scenario1,800 tokens
Illustrative estimates for this demo. Actual savings depend on your models and workload.
Make the handoffs work harder
Fewer loose ends.
A more useful loop.
Remove a redundant drafting pass. Give each agent a clear role. Keep a review step where it matters.
- See a workflow before running it
- Check the estimate against your budget
- Pause, inspect and continue at your pace
Autonomy feels better
with a clear boundary.
A control room should make it easier to understand what happens next.
A deliberate pause
Pause a simulation between steps. Stop a run when the direction needs to change.
A defined budget
Check estimated tokens before a task starts. Oversized tasks wait for you to adjust the budget.
A little more context.
Does this connect to my real AI agents?
No. This version is an interactive demonstration of workflow controls. Tasks, token estimates and activity messages are simulated locally. Real agent connections, credentials and remote execution are not implemented.
What does optimization change?
The standard demo has four steps totaling an estimated 2,400 tokens. Optimization removes a redundant writing pass, leaving three steps and 1,800 simulated tokens. This is a fixed scenario, not a measured production saving.
Can I save my workflow?
Use Export workflow to download the task queue, settings and activity log as JSON. The demo does not store information between page reloads or send your task text to a server.
How is my information handled?
Demo interactions run in this tab and are not uploaded. Closing or reloading clears the session. Cloudflare hosts the website and processes standard connection information to deliver it.