Case studies

Mei-Lin Chao

Fictional persona demonstration generated by the real Assay pipeline.

Fictional persona — demonstration. Mei-Lin Chao, their history, contact details, and target role are invented test data. The pipeline outputs, Chromium parse-back, Tribunal reports, and X Layer commitment are real.

Mei-Lin Chao

Pharmacist moving into Health Operations — Singapore · Career changer — transferable-skills gap brief

A licensed pharmacist pivoting into health-operations. The target role wants skills her résumé does not name outright, so the fit brief has to argue transfer honestly — and the coverage map has to show the real gaps, not paper over them.

  • Dossier: DSR-31MV2EHX
  • Provider mode: deterministic fake LLM adapter; every non-LLM pipeline stage is production code
  • Coverage: 0 strong · 1 partial · 0 confirm · 4 missing
  • ATS parse-back: 100% across 10 checked fields
  • Original sealed report: 8/8 artifacts passed AS-1.0.0 after the bounded repair loop
  • Honest AS-1.1.0 re-grade: 7/8 artifacts pass; the old seal and report remain unchanged

Gaps Assay refused to hide

  • Must have led operational process improvement in a healthcare setting
  • Comfort with operational data analysis and reporting dashboards
  • Team coordination and stakeholder management across units
  • Lean healthcare or Six Sigma certification is a bonus

Verify the exhibit

The seal proves the canonical artifact set has not changed. It does not prove that a fictional career claim is objectively true; the evidence tier communicates that separate question.