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.

Recruitment AI compliance

Show that recruitment teams use AI responsibly.

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

Role

Use case

Risk

Learning path

Scenario

Score

Certificate

Report

Article 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

Scan

Map roles, AI use, and missing evidence.

Classify

Connect teams to use cases, risks, and learning paths.

Activate

Launch LearnWize training by audience.

Lock

Test understanding with scenarios and certificates.

Evaluate

Deliver reporting, evidence dossier, and refresh advice.

Want to know which evidence pieces are missing?

Use the AI Literacy Readiness Scan to clarify roles, risks, and missing Article 4 evidence. Then book a short Gap Debrief to choose the best route toward a first evidence dossier.