How we verify

AI assists. Humans decide.

Here’s exactly how a candidate becomes ready for placement — and why a Match Passport can be trusted.

Document verification

Three states, never confused for one another.

  1. AI extracted

    Documents and resumes are read automatically to save time — nothing more.

  2. Candidate confirmed

    The candidate reviews and corrects what was extracted.

  3. Human verified

    A recruiter confirms the credential against the source document.

An AI-extracted credential number is never the same as a verified one. Uploading a licence and having its number read automatically does not mark it “verified” — only a recruiter confirming it against the source document does.

Matching engine

Explainable by design.

  1. Employer requirements

    Mandatory and preferred criteria, never confused.

  2. Eligibility

    Hard gates first — profession, licence and mandatory documents.

  3. Explainable matching

    A transparent, weighted score — never a black box.

  4. Recruiter review

    A person reviews every match before it becomes a Passport.

AI never makes the final call.

Maya can extract information, identify missing documents and suggest matches — but hiring, rejection, placement approval and identity reveal are always decided by a person.