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

Recruitment Automation: Software & Workflow Guide

Learn how recruitment automation software supports sourcing, screening, scheduling and follow-up, with a human-reviewed workflow for high-volume UK hiring.

Published 12 September 202610 min readDan Vernon

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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.

recruitmenthr techai hiring

Resume Parsing vs Screening: Definitions, Uses, and Stack

Understand resume parsing vs screening, when to use each, and how to stack them for explainable, GDPR-conscious shortlisting without workflow gaps.

Published 22 August 20267 min readMarxel Team

ai hiringresume screeninghr tech

How AI Screens Resumes into an Explainable Shortlist

A practical guide to AI resume screening: set checkable criteria, weight the rubric, process CVs, review explainable buckets, and share a shortlist.

Published 20 August 20266 min readMarxel Team

ai hiringresume screeningcv screening

AI CV Screening: What It Is, How It Works, When to Use It

AI CV screening explained. See how resume screening software scores candidates, supports human review, and when to use it with GDPR-conscious practices.

Published 18 August 20268 min readMarxel Team

hiringrecruitment aicv screening

Explainable AI in Hiring: How to Build Candidate Trust

Explainable AI hiring uses evidence, confidence, and clear rubrics. Learn how to build candidate trust while automating resume screening and shortlisting.

Published 16 August 20266 min readMarxel Team

bias mitigationhiringai cv screening

Bias Mitigation in Hiring: 10 Practical Steps for Screening

Bias mitigation in hiring starts with clear criteria and repeatable reviews. Learn 10 practical steps for fair, explainable, GDPR-compliant CV screening.

Published 14 August 20266 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.

ATS integration guides

Practical guidance for connecting screening to the ATS your team already uses.

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

Recruitment Automation: Software & Workflow Guide

New and recently useful

Resume Parsing vs Screening: Definitions, Uses, and Stack

How AI Screens Resumes into an Explainable Shortlist

AI CV Screening: What It Is, How It Works, When to Use It

Explainable AI in Hiring: How to Build Candidate Trust

Bias Mitigation in Hiring: 10 Practical Steps for Screening

AI screening guides

Recruitment Automation: Software & Workflow Guide

Resume Parsing vs Screening: Definitions, Uses, and Stack

How AI Screens Resumes into an Explainable Shortlist

Compliance desk

Recruitment Automation: Software & Workflow Guide

Resume Parsing vs Screening: Definitions, Uses, and Stack

How AI Screens Resumes into an Explainable Shortlist

Productivity benchmarks

Recruitment Automation: Software & Workflow Guide

AI CV Screening Software Comparison: 10 Vendors Ranked

ATS Migration Costs: Greenhouse vs Lever (2026)

ATS integration guides

CV Management Software: A UK Hiring Guide

AI Resume Screening vs ATS and Manual: Features and Pricing

Best CV Screening Tools: 9 Options Ranked by Transparency

Screen your next CV batch with a reviewable criteria.