Recruitment AI compliance
Recruitment AI is high-risk. Prove you have it under control.
AI in recruitment raises questions about bias, profiling, transparency, human review, and candidate impact. LearnWize makes those questions practical for recruiters, hiring managers, and HR leaders.
Bias scenarios
Human oversight
Candidate impact
Evidence by role
Evidence chain
LearnWize Article 4
1
Role2
Use case3
Risk4
Learning path5
Scenario6
Score7
Certificate8
ReportArticle 4
Recruitment AI quickly becomes a trust question.
Candidates, customers, works councils, DPOs, and enterprise buyers want to know how selection AI is used and whether people understand its limits.
AI output can be treated as objective when it should not be.
Recruiters need clear boundaries and escalation points.
Hiring managers need to know when AI must not lead.
Vendors and agencies receive more due diligence questions.
Evidence
What LearnWize records for recruitment
Role and AI use
Document which teams use AI, which tasks are involved, and which knowledge each role needs.
Risk and context
Connect training to the context in which AI is used, including impact on candidates, citizens, customers, or employees.
Learning paths and scenarios
Let employees practice with realistic work situations, not only generic AI explanations.
Testing and certificates
Keep participation, scores, certificates, and completion records as evidence that understanding was tested.
Management reporting
Give HR, Legal, Compliance, IT, and leadership a clear view of where the organization stands.
Refresh log
Decide when training needs to be updated because of new tools, policies, roles, or risks.
Teams
Typical participants
Recruiters
For sourcing, screening, shortlists, candidate communication, and tools.
Hiring managers
For assessment, human review, and responsible decision-making.
Recruitment agencies and HR-tech vendors
For customer questions, tenders, and enterprise procurement.
The 30-day route
1
Scan
Map roles, AI use, and missing evidence.
2
Classify
Connect teams to use cases, risks, and learning paths.
3
Activate
Launch LearnWize training by audience.
4
Lock
Test understanding with scenarios and certificates.
5
Evaluate
Deliver reporting, evidence dossier, and refresh advice.
Continue your route
Choose the variant that fits your question: training, course, masterclass, speaker, or evidence.
AI literacy program
AI literacy program
AI literacy program for organizations: training, course routes, masterclasses, certificates, team reporting, and Article 4 evidence.
AI literacy training
AI literacy training
AI literacy training for employees and teams, with practical cases, testing, certificates, and Article 4 evidence.
AI literacy certificate
AI literacy certificate
AI literacy certificate for employees, with testing, QR verification, training records, and Article 4 evidence reporting.
Frequently asked questions
Frequently asked questions about AI literacy
Is this a legal compliance guarantee?
No. LearnWize helps organizations organize AI literacy in a practical and demonstrable way. Formal legal advice or a compliance opinion should be assessed separately.
Why is a certificate alone not enough?
A certificate is useful, but often misses the link to role, AI use, risk context, scenario practice, and management reporting. That chain makes the evidence stronger.
Where do we start if we do not have a clear overview yet?
Start with the AI Literacy Readiness Scan. It maps roles, AI use, priorities, and missing evidence pieces.