Input
Start with the source material.
- Quality rules, model signals, reviewer history, and source items.
AuraOne / Product walkthroughs
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AuraOne / Product walkthroughs
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AuraOne / Human Data / Interactive walkthrough
Triage quality signals with the source reason, assigned reviewer, calibration context, and final disposition attached.
Quality leads and program operators triaging annotation risk and reviewer disagreement. Explore the workflow before we configure it for your team.
At a glance
Workflow overview
Start with the source material, explicit criteria, and a named reviewer.
| Field | Illustrative value | Status |
|---|---|---|
| Input | Quality rules, model signals, reviewer history, and source items. | Attached |
| Criteria | Severity, rubric fit, reviewer agreement, and recurrence risk. | Versioned |
| Reviewer | Quality lead and assigned domain reviewer. | Assigned |
Follow the work from the starting material through review and handoff.
Input
Work
Output
See what happens at each checkpoint and what moves forward.
01
Quality rules, model signals, reviewer history, and source items.
Signal reason
02
Triage signals, inspect context, calibrate reviewers, and resolve cases.
Calibration record
03
Accept, correct, escalate, or retain as a regression.
Named decision and owner
04
A reviewed quality case with disposition and retained evidence.
Disposition history
Inside the walkthrough
Your configured program uses your actual source material, owners, criteria, and approvals.
Bring your workflow
The structured brief captures the source work, decision, stakes, reviewers, and timeline without asking for restricted material.