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.

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200

CVs per batch

action buckets

GDPR

conscious workflows

Featured research

ICO guidance for recruitment with practical CV screening steps

A practical workflow to meet ICO recruitment guidance when using AI CV screening. Keep human oversight, audit trails, and GDPR-aware handling across each step.

Updated 27 July 20267 min readMarxel Team

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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 criteria, 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 recruitingresume screeninghr tech

How AI Screens Resumes: From Parsing to Explainable Scores

See how AI screens resumes end to end: parsing, normalization, scoring, thresholds, and audits. Build explainable, GDPR-aware shortlists hiring teams can trust.

Updated 26 July 20266 min readMarxel Team

resume screeningai hiringats

Resume Parsing vs Screening: What’s the Difference?

Understand resume parsing vs screening with examples, differences, tooling, and workflows so you can choose faster, fair hiring that fits ATS and GDPR.

Updated 26 July 20267 min readMarxel Team

cv screeningrecruitmentuk hiring

Best CV Screening Software in the UK for 2026 Hiring Teams

Compare the best CV screening software UK hiring teams can use for AI shortlisting, explainability, data protection, and pricing to hire faster.

Updated 26 July 20267 min readMarxel Team

ai hiringresume screeningrecruiting

What Is AI CV Screening? How It Works and When to Use It

Learn what AI CV screening is, how it works, and when to use it. See workflows, benefits, risks, and governance for fast, fair, explainable shortlists.

Updated 4 July 20267 min readMarxel Team

hr techrecruitingai ethics

Explainable AI in Hiring: How to Defend CV Shortlists

Learn what explainable AI in hiring is, how CV screening tools create defendable shortlists, and the UK-specific questions to ask vendors before you buy.

Updated 3 July 20267 min readMarxel Team

AI screening guides

Practical buying and workflow guidance for screening CVs.

Compliance desk

UK GDPR, explainability, and fair-screening considerations.

Productivity benchmarks

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

Screen your next CV batch with a reviewable criteria.

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

Start free screening

The CV Screening Lab

ICO guidance for recruitment with practical CV screening steps

New and recently useful

How AI Screens Resumes: From Parsing to Explainable Scores

Resume Parsing vs Screening: What’s the Difference?

Best CV Screening Software in the UK for 2026 Hiring Teams

What Is AI CV Screening? How It Works and When to Use It

Explainable AI in Hiring: How to Defend CV Shortlists

AI screening guides

ICO guidance for recruitment with practical CV screening steps

How AI Screens Resumes: From Parsing to Explainable Scores

Resume Parsing vs Screening: What’s the Difference?

Compliance desk

ICO guidance for recruitment with practical CV screening steps

How AI Screens Resumes: From Parsing to Explainable Scores

Resume Parsing vs Screening: What’s the Difference?

Productivity benchmarks

RFP Checklist for Recruiting: 75 Questions for AI CV Screening

AI CV Screening Software Comparison: 10 Vendors Ranked

5 Signs You Need Automated CV Screening

Screen your next CV batch with a reviewable criteria.