AI-Powered CV
Shortlisting Platform
for Recruiters

An AI-powered CV shortlisting platform built to simplify and accelerate recruitment. Automatically analyzes, ranks, and matches candidates based on job requirements. Helping recruiters save time, reduce manual effort, and find the right talent faster.

  • RegionRecruitment / HR Technology
  • Application TypeEnterprise SaaS Web Dashboard
  • Core CapabilityMulti-Factor Semantic Ranking
Case study hero image

Challenges

Recruiters manually screening large volumes of CVs per job

High-Volume Resume Screening

Slow, inconsistent shortlisting process

Weeks Lost to Biased Screening

Difficult to objectively compare candidates fairly.

Unstructured Resumes Slow Comparisons

Why It Mattered

“Manual CV screening at scale was consuming hours of recruiter time per role, with inconsistent evaluation between reviewers and no standardized scoring to fall back on.”

Proposed Solution

Solution 01Create a job and upload CVs in bulkIngestion & Setup
Solution 02AI-driven automatic shortlistingNeural Matching
Solution 03Section-wise and overall candidate scoringMulti-Factor Scoring
Solution 04AI-generated summaries per CVExecutive Synthesis
Solution 05Fast, side-by-side candidate comparisonComparative Matrix
Recruiter dashboard showing AI-ranked candidates, skills match and side-by-side comparison

Conceptual mockup based on the delivered solution. Original product screens are confidential to the client.

Before vs After Comparison

Before

Manual CV screening, hours per job, inconsistent evaluation

  • Manually opening individual PDFs
  • Cross-checking inconsistent career timelines
  • Recording subjective impressions on detached spreadsheets
After

AI shortlisting in minutes, consistent scoring, section & overall summaries

  • Resumes automatically parsed
  • Weighted against normalized job rubrics
  • Ranked by calibrated semantic confidence
  • Synthesized into instant executive briefings

Core Platform Pillars

AI/ML-based scoring engineHigh-Precision Semantic Evaluation

AI/ML-based scoring engine

Resume parsingStructured Entity & Context Extraction

Resume parsing

Web-based recruiter dashboardHigh-Velocity Talent Command Center

Web-based recruiter dashboard

At a Glance

Shortlisting time reduced from hours to minutes

Consistent, objective candidate scoring

Faster time-to-hire for recruiters

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