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AI hiring intelligence for UK teams

The CV Screening Lab

Research, benchmarks, and practical guides for faster, fairer, explainable CV screening. Built for hiring teams who need more than another pile of generic recruitment tips.

Start free screeningCalculate screening cost

200

CVs per batch

4

action buckets

GDPR

conscious workflows

Featured research

The One-Role Test: How to Trial AI CV Screening Without Disrupting Your Process

A low-risk way to evaluate AI CV screening: run one real, live role in parallel with your manual review and see exactly where the two disagree.

Updated 12 June 20266 min readDan Vernon
Read the guide

What this hub helps you answer

  • Which AI CV screening tools fit UK hiring workflows?
  • How do you keep automated screening explainable?
  • What does manual CV review really cost per role?

Product note

Marxel turns a job brief into a reviewable rubric, then screens up to 200 CVs with reasoning for every bucket.

Latest thinking

New and recently useful

Evergreen guides stay useful when they are reviewed, sharpened, and connected to the product workflow.

AI screening guides

Practical buying and workflow guidance for screening CVs.

The One-Role Test: How to Trial AI CV Screening Without Disrupting Your Process

6 min read

AI Resume Screening Statistics 2026: Adoption, Time & Accuracy

9 min read

AI CV Screening Audit Trail: What to Record for Every Hiring Decision

4 min read

Compliance desk

UK GDPR, explainability, and fair-screening considerations.

AI CV Screening Audit Trail: What to Record for Every Hiring Decision

4 min read

What Makes a CV Screening Criterion Fair?

3 min read

30-Day AI CV Screening Rollout Plan for UK Hiring Teams

6 min read

Productivity benchmarks

Time, cost, and throughput data for high-volume hiring.

How to Compare AI Screening Results Against Manual Review

4 min read

Recruitment Agency Guide to Screening 200 CVs Per Role

4 min read

30-Day AI CV Screening Rollout Plan for UK Hiring Teams

6 min read

Put the research to work

Screen your next CV batch with a reviewable rubric.

Upload a job description, confirm the criteria, and get a shortlist with reasoning behind every decision.

Start free screening