Let an agent work the loop. Nothing ships without your approval

Agent Control runs the detect → draft → propose → verify loop and stops for a human decision. Autonomy is earned, not assumed: manual, propose, or autopilot.

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What you get

Propose, approve, verify

The agent spots a gap, drafts the content and proposes publishing. One click approves it, or you grant auto-publish to a high-trust agent.

Approval gates by default

The default is manual, and propose mode waits for you. Nothing publishes behind your back unless you have explicitly opted into autopilot.

Earned autonomy

Auto-publish (L2) is granted after 20+ approvals at 95%+. Trust levels: L0 manual → L1 auto-propose → L2 auto-publish.

A full audit trail

Every action is logged with the exact prompt and the cited result, so you can always see what changed and why.

Why you can trust the data

Approvals are immutable and tenant-scoped. The queue only ever shows your own pending actions.
The same public API and webhooks that power the dashboard can drive your own stack.
Citation verdicts and evidence travel with the action, so an approval is an informed decision.

Questions

Can the agent publish without me?

Only if you grant it. The default autonomy level is manual. Propose mode stops for approval, and auto-publish has to be earned through a clean approval record.

What stops it inventing statistics?

The same fact-check gate as Content Studio: a deterministic guard plus a judge model audit the draft against the grounding sources, and unsupported claims block publishing unless a human overrides.

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