Input
Start with the source material.
- Quality rules, model signals, and the source items they flagged.
AuraOne / Product walkthroughs
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AuraOne / Product walkthroughs
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AuraOne / Human Data / Interactive walkthrough
Every quality signal carries its reason, its reviewer, and its disposition.
Quality leads 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, and the source items they flagged. | Attached |
| Criteria | Severity, rubric fit, and recurrence risk. | Versioned |
| Reviewer | The quality lead and the 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, and the source items they flagged.
Signal reason
02
Triage the signal. Inspect the context. Resolve the case.
Calibration record
03
Accept it, correct it, or escalate it.
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 and the decision. It captures the stakes, the reviewers, and the timeline. It never asks for restricted material.