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 screening Calculate screening cost

200

CVs per batch

action buckets

GDPR

conscious workflows

Featured research

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

A practical 30-day rollout plan for introducing AI CV screening. Pilot one role, validate criteria, compare outputs, train reviewers, and expand safely.

Updated 22 May 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.

GDPRComplianceCandidate Experience

How to Respond When Candidates Ask About AI CV Screening

A practical response guide for recruiters using AI CV screening. Learn what to explain, what to document, and how to keep candidates confident in the process.

Updated 16 April 20265 min readDan Vernon

CV ScreeningAI RecruitmentScorecard

AI CV Screening Scorecard Template: What to Include Before You Upload CVs

A practical scorecard template for AI-assisted CV screening. Define must-haves, weighted criteria, evidence rules, and human review steps before processing candidates.

Updated 18 March 20266 min readDan Vernon

CV ScreeningAI RecruitmentUK Hiring

Best AI CV Screening Software UK: 2026 Tools Compared

Compare AI CV screening software for UK teams. See tools for bulk CV screening, candidate ranking, GDPR compliance, resume parsing, and explainable shortlisting.

Updated 24 February 202618 min readDan Vernon

GDPRComplianceCV Screening

GDPR-Compliant CV Screening: What UK Employers Need to Know

A practical guide to using AI CV screening tools while staying compliant with UK GDPR. Covers lawful basis, automated decision-making rules, data retention, and candidate rights.

Updated 24 February 202611 min readDan Vernon

AICV ScreeningAccuracy

Is AI CV Screening Accurate? What the Evidence Shows

How accurate is AI CV screening compared to manual review? We examine the evidence on consistency, false positives, bias, and where AI screening falls short.

Updated 24 February 202612 min readDan Vernon

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 rubric.

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

Start free screening

The CV Screening Lab

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

New and recently useful

How to Respond When Candidates Ask About AI CV Screening

AI CV Screening Scorecard Template: What to Include Before You Upload CVs

Best AI CV Screening Software UK: 2026 Tools Compared

GDPR-Compliant CV Screening: What UK Employers Need to Know

Is AI CV Screening Accurate? What the Evidence Shows

AI screening guides

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

How to Respond When Candidates Ask About AI CV Screening

AI CV Screening Scorecard Template: What to Include Before You Upload CVs

Compliance desk

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

How to Respond When Candidates Ask About AI CV Screening

Best AI CV Screening Software UK: 2026 Tools Compared

Productivity benchmarks

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

AI CV Screening Scorecard Template: What to Include Before You Upload CVs

How Long Does It Take to Screen 100 Resumes? (2026 Data)

Screen your next CV batch with a reviewable rubric.