//05Operations

human judgment, where automation stops.

Review escalated tickets with the retrieved evidence attached, resolve them safely, and teach a session-scoped correction without changing the shared corpus.

Queue: Human-review tickets
Actions: Approve, dismiss, teach
Learning: Private 30-minute workspace
Handoff: Inbox + optional Slack

Generate a review ticket →Read the routing design →

Human handoffJudgment stays human

Live system

System signal3 routesinspectable at every step

01Approve
02Dismiss
03Teach

Human review desk

Resolve what automation cannot.

Syncing queue

01Review queue

Newest first

Inspect before acting

Select a ticket to review its evidence.

Every escalation keeps the source, reason, and final human decision visible in one place.

Private, session-scoped corrections

Approved answers stay in your workspace, never enter the shared corpus, and expire automatically.

View session

Curious about Ariel's other work?

View portfolio