Input
What you provide
- Quality rules, model signals, and the source items they flagged.
- Severity, rubric fit, and recurrence risk.
AuraOne / Products
Loading the product.
Loading capabilities, workflow, and program details.
AuraOne / Products
Loading capabilities, workflow, and program details.
Models / AuraQC
Every quality signal carries its reason, its reviewer, and its disposition.
Quality leads 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, and the source items they flagged.
Signal reason
02
Triage the signal. Inspect the context. Resolve the case.
Calibration record
03
Severity, rubric fit, and recurrence risk. The quality lead and the 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 and its version. It also depends on criteria, reviewers, and operating scope. |
| Hold | A required check, reviewer, or approval is missing. Or a source record is unresolved. | What is blocking, who owns it, and the recovery it needs. | 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. | The returned items, their owner, and the review route back. | The updated work returns through the same review path before a new decision. |
Inspect the workflow