Workforce analytics, time-tracking AI, productivity scoring, sentiment analysis, attrition prediction: almost all modern monitoring tools hit Annex III point 4(b). Practical overview.
Workforce planning AI suggests team structures, predicts capacity and can be input for restructuring. Annex III point 4(b) plus works council law plus labor law: the stacking is heaviest here.
Skills graphs, talent intelligence hubs and AI-inferred skills feed recruiting, performance, mobility and compensation. One underlying AI layer touches virtually every HR decision.
Performance management is getting more AI: calibration suggestions, feedback generation, predictive performance. Almost all of it hits Annex III point 4(b). Practical overview for HR.
Salary benchmarks, raise recommendations, pay equity audits with AI: compensation AI directly hits Annex III point 4(b). Plus the pay transparency directive changing in 2026.
CV screening is for almost every employer the first AI contact in HR. But parsing, skills inference and ranking have completely different AI Act classifications. Practical overview.
Many organizations already use AI agents without clearly knowing which legal role they occupy. When are you a deployer under the EU AI Act, and why does that distinction matter so much in practice?
Onboarding seems low-risk but increasingly contains AI: chatbots, buddy matching, learning AI, integration suggestions. The transition from candidate to worker brings new AI Act obligations.
Game-based assessments, situational judgment tests, personality tests and video interviews with AI scoring are standard 4(a) high-risk. Practical overview for recruiters and compliance.
Dutch DPA identifies critical security risks in autonomous AI agentsāfrom privilege escalation to data leakage. Key steps to protect your organization.
FRIA stands for Fundamental Rights Impact Assessment, required under Article 27 of the EU AI Act for deployers of high-risk AI. This guide covers who must conduct one, the 8 rights you must assess, and an editable template.
Before a candidate applies, AI already decides who is approached, which vacancies they see and which profiles recruiters get suggested. That is Annex III point 4(a) ā before the first click.
Why CV screening and candidate ranking are high-risk under Annex III, why emotion recognition is banned, and what employers and HR vendors must do in 2026.
The European Commission has presented the 'Digital Omnibus': an ambitious package to simplify and streamline digital legislation such as the AI Act and...
The final part of the AI & Finance under the EU AI Act series ā how financial institutions can connect individual use cases into one coherent governance...
Since April 2025, a landmark EU Court of Justice case challenges AI training data practices. Here's why Like Company v. Google Ireland is a turning point.