Responsible AI Platform

Expert page

AI Act HR/recruitment expert

For HR, recruitment, legal and privacy teams using AI in recruitment, selection or worker management.

AI in HR and recruitment reaches sensitive or high-risk territory faster than many organisations expect. Think CV screening, matching, assessments, performance management, monitoring and promotion decisions. Zahed Ashkara helps teams determine what the AI Act, GDPR and governance practice concretely require.

Approach

Translate Annex III point 4 into use cases

Not every tool is the same. The analysis looks at purpose, influence on candidates or workers, degree of automation, data types, supplier and human oversight.

  • Recruitment, selection and matching
  • Assessments and ranking
  • Worker management and performance
  • Monitoring, workforce planning and promotion

Evidence and control

For HR AI, trust is directly linked to explainability, non-discrimination, human control and training. The approach documents what is decided and why.

  • Risk classification and DPIA/FRIA link
  • Bias and validity of tools
  • Transparency toward candidate or worker
  • Oversight, logging and training records

Why Zahed

Strong focus on AI Act and HR/recruitment within Responsible AI Platform.

Practical content and tools around Annex III, AI literacy and evidence files.

Legal and operational translation for HR, L&D, compliance and leadership.

No vendor hype, but review of the actual use case and impact.

Need an HR AI use case reviewed?

Share which tool or workflow you use and which decision it supports. The initial classification and next step can then be determined.

Schedule an HR AI intake