Product: Human-in-the-Loop

AI speed. Human accountability.

Full autonomy is great for low-risk tasks. For everything else, AeroWorker offers configurable human review steps and dynamic confidence-based escalations.

The Approval Queue

When an AI Employee encounters a "Review Required" step in its harness, it pauses execution and generates a ticket in the human reviewer's Approval Queue.

The reviewer sees the input data, the AI's proposed output, and a rich-text or JSON editor to make manual modifications before clicking "Approve" to resume the workflow.

1

Explicit Review Steps

Hardcoded into the harness (e.g., "Always require Managing Editor approval before publishing").

2

Confidence Threshold Escapes

Every AI action is scored. If the confidence drops below the Employee's defined threshold (e.g. < 85%), it automatically escalates to a human—even if the step was marked autonomous.

Approval Queue: Ticket #4092

Pending Review
AI Employee

Sofia (Content Strategist)

Proposed Draft (Excerpt)

"AI Employees represent a paradigm shift in workforce management. Unlike traditional RPA..." Click to edit