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AI Scorecards

Every score shows its reason.

Each answer is scored against the rubric you wrote, and every score comes with a one-line reason and the part of the transcript it is based on. Recruiters can see why, agree or override in a click.

Scorecard · Ritika S. Shortlist
  • Communication4/5

    Clear, structured answer

    "I let him finish and then repeated the problem back to him."

  • Problem solving4/5

    Specific example with an outcome

    "called back two days later. He rated the call five stars."

  • Role knowledge3/5

    Limited CRM experience mentioned

    "we used an Excel tracker, not a CRM."

English and Hindi, comfortable in bothWeighted total 3.7

What it does

Inside AI Scorecards

01

Evidence on every line

Click a score to jump to the exact sentence that earned it, with audio. No mystery numbers.

02

Job-related criteria only

The scorer is never given age, gender, religion, caste, photo or location. Accent and grammar slips do not lower a communication score unless clarity is a stated requirement.

03

Recruiter override with notes

Change any score and add a note. Overrides are logged and used to check that scoring stays consistent across recruiters.

04

Clear review flags

Short answers, poor audio, language switches or borderline totals are marked amber for a human to listen to first.

How it works

Four steps, in order.

The same sequence runs for every candidate, so results are comparable across a whole hiring drive.

  1. 1

    Transcribe

    Speech is transcribed with speaker labels and timestamps in the interview language.

  2. 2

    Score per rubric

    Each answer is compared with your 1, 3 and 5 descriptions for that competency.

  3. 3

    Explain

    A reason and transcript excerpt are attached to every score.

  4. 4

    Recommend

    Shortlist, review or not a match, with reasons. A recruiter makes the call.

Specifications

The details.

Competencies
Up to 8 per role
Weighting
Set per competency, visible on the scorecard
Recommendation
Shortlist, Needs review, Not a match
Export
PDF scorecard, CSV, ATS sync
Audit
Score drift and group-level checks each month
Override
Any score, with note and history

Fair hiring

Rules the scorer follows, without exceptions.

Candidates are always told it is AI

The first screen names the AI interviewer, explains how answers are used and offers a human interview. Choosing a human never counts against a candidate.

Scores use only job-related criteria

Criteria come from the employer's rubric. The scorer is never given age, gender, religion, caste, photo or appearance, and accent is not scored.

AI recommends. Recruiters decide.

Every shortlist and every rejection is confirmed by a person. No candidate is rejected automatically.

Recordings deleted on schedule

Recordings are kept only as long as the employer sets, then deleted. Candidates can request a copy or deletion of their data.

Monthly consistency checks

We compare score distributions across groups candidates choose to self-report, kept apart from scoring, and flag gaps with the questions involved.

Explainable by design

Each score links to a rubric line and a transcript excerpt, so any decision can be explained to a candidate or an auditor.

Questions

AI Scorecards questions

Is the AI the decision-maker?

No. It recommends. A recruiter approves every shortlist and every rejection.

How do you check for bias?

Scores are compared across groups that candidates choose to self-report, separately from scoring. Gaps are reported to your admin with the questions involved.

Can candidates see their scores?

You choose. Many teams share a short feedback note; scores stay internal by default.

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