Input
What you provide
- Quality rules, model signals, reviewer history, and source items.
- Severity, rubric fit, reviewer agreement, and recurrence risk.
AuraOne / Products
Loading the product.
Loading capabilities, workflow, and program details.
AuraOne / Products
Loading capabilities, workflow, and program details.
Models / AuraQC
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. Each program is configured around the workflow, review policy, and evidence your team needs.
Input
Work
Output
Move from intake to review and handoff with clear owners at every step.
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
Severity, rubric fit, reviewer agreement, and recurrence risk. Quality lead and assigned domain reviewer.
Named review and decision history
04
A reviewed quality case with disposition and retained evidence.
Disposition history
What you receive
| Outcome | Work | What you receive | Program fit |
|---|---|---|---|
| Advance | The required AuraQC checks and review are complete. | Signal reason, Calibration record, Disposition history | Program fit depends on the source, version, criteria, reviewers, and operating scope. |
| Hold | A required check, reviewer, approval, or source record is missing or unresolved. | Blocking requirement, responsible owner, source record, and required recovery. | The responsible owner and recovery step stay visible until the issue is resolved. |
| Return for work | The source object or workflow requires correction and another review. | Returned items, responsible owner, expected evidence, and review route. | The updated work returns through the same review path before a new decision. |
Inspect the workflow