AI assessment for retail management competency
Rubric-graded, human signed-off. Not a quiz generator.
Free plan - no card required.
Scorafy is the assessment-feedback layer for retail management training and L&D. It reads a candidate's open-ended submission - a written response to a team or customer scenario, a stock-and-loss case, a rostering task or a recorded coaching conversation - then scores it against your own rubric with cited evidence taken from the work. A reviewer such as an area manager or L&D lead checks every result and signs off before it is recorded, so no judgement is made by software alone. It is not a point-of-sale or workforce system - it reads the submission the way a manager would and handles the grading and feedback alongside the tools you already use.
What you assess for retail management competency
- Coaching and managing a team on the floor, including giving feedback that changes behaviour rather than just instructing
- Handling an escalated customer complaint and recovering the service without giving away the store
- Stock, loss and cash control, including identifying the cause of shrinkage and acting on it
- Rostering and hitting sales targets, including balancing cover, cost and customer experience
- Work health and safety and duty of care on the floor, including responding to an incident correctly
A worked rubric criterion
You define the criteria and levels. Scorafy grades each answer against them, with the evidence.
Criterion
Handles an escalated customer complaint and recovers the service
Why a quiz won't cut it
A multiple-choice quiz can confirm a candidate knows the complaints policy, but it cannot show whether they would actually calm an angry customer, coach a struggling team member, or control loss on a busy floor. Retail management is judgement applied live with people and pressure, and it lives in how a candidate handles a scenario and justifies the decision. Scorafy grades that open-ended evidence against your rubric, so you assess how the manager would actually run the floor, not whether they passed a policy quiz.
Written, video, audio or file
A recorded response adds value because so much of retail management is the conversation - coaching a team member, handling a complaint, running a team brief. A candidate can upload a recording of how they would handle one of these, plus written work such as a roster or a loss-investigation note. Scorafy assesses the spoken handling alongside the documents against your rubric, so both the approach and the reasoning are part of the evidence the reviewer confirms.
A qualified person signs off
Scorafy drafts the scoring against your rubric and references the evidence. A qualified assessor reviews every result, overrides anything, and finalises it. The AI score is kept alongside the human-final score as an audit trail, so no decision is solely automated and every result can be explained.
Compliance and defensibility
A management sign-off decides whether someone is trusted to run a team, cash and customers, so a human reviewer should confirm it. Scorafy is built compliance-first under the GDPR and the EU AI Act. A reviewer checks and signs off every result - there is no solely-automated decision about whether a candidate has passed. Every score keeps an audit trail showing the cited evidence and the reviewer who confirmed it, which gives the business a consistent, defensible record of who was assessed ready and on what basis.
Frequently asked questions
Can Scorafy assess a recorded coaching conversation or complaint handling?
Yes. A candidate can upload a recording of a coaching conversation or a customer-complaint scenario, plus written work such as a roster or loss note. Scorafy assesses the handling against your rubric, cites what supports each judgement, then a reviewer such as an area manager signs off.
Can the rubric reflect our own policies and targets?
Yes. You write the rubric, so it can require candidates to apply your complaints policy, loss controls and service standards. Scorafy grades the evidence against those criteria and shows the reasoning behind each score.
Does software decide whether a candidate passes?
No. Scorafy drafts the scoring against your rubric and shows its reasoning, but a reviewer checks, can override any score, and signs off before the result is recorded. No decision is made by software alone.
Is Scorafy a point-of-sale or workforce system?
No. Scorafy is the assessment-feedback layer. It grades open-ended retail management work against your rubric, and it works alongside whatever point-of-sale, workforce or LMS tools you already use.
See it on your own rubric
Start free, build one rubric, and run a real submission through it before you decide.