Explainable ATS screening

Rank candidates with evidence, not guesswork.

TalentRankAI scores every resume against your job description using hybrid AI matching, and surfaces the verbatim evidence behind every decision.

jd / senior-backend-eng.md · 47 resumesScored
94
A. Okafor
Led migration of billing service to event-sourced architecture.
GoPostgresDistributed systems
88
M. Tanaka
Built ranking pipeline handling 40M events/day.
RustgRPCKubernetes
81
S. Almeida
Owned data platform serving 12 product teams.
PythonAirflowAWS

Everything a screening team needs.

From ingestion to decision — measurable, tunable, auditable.

Server-side ingestion

PDF, DOCX, TXT, MD and CSV parsing with OCR fallback for scanned resumes.

Hybrid AI ranking

LLM scoring with a lexical fallback, hard-rule knockouts, and skill-graph adjacency.

Boolean search

Query your candidate pool with Boolean syntax and BM25-ranked results.

Role-tuned weights

Tune score weights per role and calibrate against labeled benchmark outcomes.

Blind review

Strip identifying signals for unbiased evaluation with full audit events.

Compliance built in

Protected-class guardrails, adverse-impact reports, and retention controls.

Evidence, not black boxes

Verbatim-grounded evidence snippets and confidence flags for every score.

Export & audit

Export ranked results; every evaluation persists as an auditable event.

Four steps from JD to shortlist.

01

Upload the JD

Paste the job description and configure hard-rule keywords.

02

Drop in resumes

Batch upload in any format; parsing and OCR happen server-side.

03

Review the ranking

Hybrid scores with evidence snippets, missing signals, and risk flags.

04

Decide & export

Record decisions and export ranked results with a full audit trail.

Hiring you can defend.

AI screening only works if you can explain it. TalentRankAI ships with a Compliance Trust Center: protected-class guardrails, adverse-impact monitoring, retention reporting, candidate deletion, and one-click explainability exports.

  • Every evaluation persisted as an auditable event
  • Precision@10, nDCG@10, and false-knockout metrics
  • Blind review mode to reduce evaluator bias
  • Session auth, encrypted storage, rate limiting

Calibration

last 30 days
Precision@1092%
nDCG@1088%
Recall@5095%
False knockout rate4%

Screen your next batch
in minutes.

Upload a job description and a stack of resumes — get an explainable, ranked shortlist.