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Flagship feature

Every match comes with its evidence

Most matching is a black box: a score with no explanation. Ours is deterministic and evidence-based — you see the strengths, the gaps, and exactly what in the candidate's record supports each one.

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See it in action

A match, fully explained

Senior Frontend Engineer

Match for Priya S.

92match score

Strengths

  • 5 years React & TypeScript at scale
  • Led a 4-engineer team
  • Strong system design signal

Gaps

  • No direct GraphQL experience listed

Evidence

  • Resume: “Scaled checkout to 40k req/s”
  • Screening: scored 9/10 on system design

How it works

Built to be explainable from the ground up

Deterministic scoring

The same job and candidate produce the same score, every time — nothing probabilistic hiding the reasoning.

Evidence-linked

Every point on the score traces back to a line in the resume, a screening answer, or an assessment result.

Strengths and gaps, both shown

A high score doesn't hide the gaps, and a lower score doesn't hide the strengths. You see the whole picture.

Our fairness stance

A score you can defend

No protected attributes

Scoring never uses race, gender, age, or other protected characteristics — inputs are skills, experience, and role fit.

Consistent criteria

Every candidate for a role is scored against the same structured job profile — no ad hoc rubrics per reviewer.

AI supplements, humans decide

Matching narrows and explains — it never auto-rejects or auto-hires. The decision is always a person's.

Questions

Frequently asked

See explainable matching on your roles

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