Intelligent Filtering

Screen Thousands.
Shortlist
the Best.

Automated resume parsing, skills matching, and intelligent filtering — so recruiters focus on the candidates that actually matter.

80%Time saved on screening
10K+Candidates processed daily
ATS-readyOutput format
app.prelim.ai — screening
// prelim ~ automated screening $ prelim screen --role "Backend Engineer"   Parsing 10,240 applications... ✓ Skills matched · ✓ Experience verified   Shortlist ready: 48 candidates Time elapsed: 4m 12s
AUTOMATED SCREENING HIGHLIGHTS

From 10,000 Applicants to 50. In Minutes.

Resume Parsing

Automatically extract structured data from any CV format — skills, experience, education, and more — ready for matching and filtering in seconds.

Skills Matching

Intelligent matching against role requirements — not just keyword matching, but semantic understanding of skills and experience relevance.

Auto-Shortlisting

Set your criteria once. Prelim handles the rest — automatically moving qualified candidates forward and filtering out mismatches without manual review.

ATS-Ready Output

Structured, exportable shortlists push directly to your ATS — with scores, reasoning, and candidate profiles attached and ready for the next stage.

From 10,000 to 50 in Minutes
Automated Screening

From 10,000 Applicants to 50 in Minutes

When a role attracts thousands of applicants, the bottleneck isn't assessing them — it's getting through the pile. Prelim's automated screening ingests every application, parses the CV, matches against your criteria, and delivers a structured shortlist before your morning coffee.

No more spending hours on applications that were never going to progress. Your team sees the candidates that matter, ranked and ready to review.

  • Ingest CVs in any format — PDF, Word, LinkedIn, raw text
  • Match against role-specific criteria automatically
  • Ranked shortlist delivered in minutes, not days
Structured Shortlists
Explainable Output

Structured, Explainable Shortlists

Every shortlisted candidate comes with a clear rationale — the skills matched, the experience verified, the criteria met. Your team can audit the decision, challenge the output, and move forward with confidence.

Export to your ATS, share with hiring managers, or trigger the next stage automatically. The data is structured and ready to use wherever you need it.

  • Explainable scoring with criteria-by-criteria breakdown
  • Direct ATS push via native integrations
  • Automatic stage progression for qualified candidates
How It Works

Ingest. Filter. Shortlist.

Three automated steps from application to shortlist — no manual review required.

📥

Ingest

Applications arrive via your careers page, ATS, or direct upload. Prelim parses every CV automatically, regardless of format or structure.

🔍

Filter

Skills, experience, location, and role-fit are matched against your criteria. Unqualified applications are filtered out silently — no manual triage needed.

Shortlist

A ranked, structured shortlist lands in your dashboard or ATS — with scores, evidence, and next-step triggers ready to go.

Stop Reading CVs. Start Hiring.

Let Prelim screen the volume. Your team spends time with the candidates that actually matter.