Approval portal

Review AI work before it reaches customers

AgentLed gives teams a review surface for messages, records, content, and actions created by AI workflows.

Approve or reject outputs

Audit every decision

Keep agents supervised

AgentLed workspace

Approval workspace

Queued item

Outbound email for a qualified lead

Reviewer

Sales lead approval required

Decision

Approve, edit, or reject with notes

Why it matters

Automation needs a controlled handoff

AgentLed separates execution from release so teams can move faster without letting unsupervised AI send sensitive work.

Route outputs to the right owner before sending, publishing, or writing back to systems.

Show the source data, proposed output, and workflow history in one review surface.

Record who approved what, when, and with which edits.

Decide which steps can auto-run and which steps always need approval.

Fit question	AgentLed	Ad hoc review
Routing	Assigned queues with workflow context	Forwarded messages and screenshots
Traceability	Decision history tied to executions	Scattered notes and inbox history
Controls	Per-workflow approval gates	Manual reminders and team habits

The workflow prepares an output from live context.

Sensitive output waits for a reviewer.

The reviewer approves, edits, or rejects.

The decision is logged for audit and reuse.

Use approval gates where trust matters, and let routine work continue without manual bottlenecks.