- January 13, 2025
- Posted by: admin
- Category: Publications

Milieu is delighted to announce the release of the updated European Labour Authority (ELA) Handbook on Artificial Intelligence and Algorithms in Risk Assessment: Addressing Bias, Discrimination, and Other Legal and Ethical Issues.
This essential resource, enriched by contributions from Milieu experts Veronique and Maxime, addresses the complexities and opportunities of integrating AI and algorithms in labour enforcement and risk assessment processes. The handbook provides national authorities with practical tools to navigate challenges while ensuring compliance with EU legal and ethical standards.
Key Highlights:
- Case Studies and Best Practices: Real-world examples to illustrate challenges and solutions.
- Actionable Recommendations: Guidance for national authorities to ensure the effective and responsible use of AI in risk assessment and enforcement.
- EU AI Act Insights: Detailed analysis of the impact of the EU AI Act on labour enforcement practices within the ELA’s remit.
This updated handbook reflects the growing importance of aligning technological advancements with robust ethical and legal frameworks, ensuring AI contributes positively to labour enforcement practices across Europe.
📖 Access the updated Handbook here: ELA Handbook on Artificial Intelligence and Algorithms in Risk Assessment.