Input
What you provide
- A scoring objective, source examples, reviewer roles, and policy.
- Criterion clarity, scoring scale, calibration agreement, and approval state.
AuraOne / Products
Loading capabilities, workflow, and program details.
Models / Rubric Studio
Author versioned criteria, calibrate reviewers, resolve disagreements, and retain the evidence behind every scoring change.
Evaluation, quality, safety, and domain teams responsible for consistent human and model grading. 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
A scoring objective, source examples, reviewer roles, and policy.
Rubric draft
02
Author criteria, calibrate examples, score, adjudicate, and approve.
Calibration record
03
Criterion clarity, scoring scale, calibration agreement, and approval state. Rubric author, calibrated reviewer, and evaluation owner.
Named review and decision history
04
A versioned rubric with calibration and decision history.
Published rubric version
What you receive
| Outcome | Work | What you receive | Program fit |
|---|---|---|---|
| Advance | The required Rubric Studio checks and review are complete. | Rubric draft, Calibration record, Published rubric version | 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