IS THE AI USED TO RECRUIT OR SELECT PEOPLE?
Annex III includes certain employment use cases such as targeted job advertising, analysing or filtering job applications, and evaluating candidates. The intended purpose matters.
Recruitment and workforce AI can enter one of the EU AI Act’s most sensitive high-risk pathways. The critical question is not whether a product is branded as HR software—it is what the AI is intended to do, which decisions it influences, and what evidence supports that use.
The Commission identifies employment and worker-management as an Annex III sensitive area and gives examples including targeted job advertising, analysing and filtering applications, and evaluating candidates. The Regulation also preserves other Union and national worker-protection rules.
Start with the actual system, role, use case and evidence boundary. The same regulation can produce different obligations for different actors and systems.
Annex III includes certain employment use cases such as targeted job advertising, analysing or filtering job applications, and evaluating candidates. The intended purpose matters.
AI used for decisions affecting work-related contractual relationships, promotion, termination, task assignment or related decision-making can fall into the Annex III employment pathway.
Systems intended to monitor or evaluate performance or behaviour in work-related contractual relationships can also fall within the high-risk employment category, subject to the Regulation’s exact conditions.
Preserve intended purpose, system version, decision role, data sources, human oversight, risk controls, instructions, testing, monitoring, worker-facing notices and any Article 6(3) assessment if relied on.
The goal is not merely to reach an answer. It is to preserve what facts, evidence, scope and limitations supported that answer at that time.
Do not classify “HR software” as one category. Separate recruitment, candidate evaluation, promotion, dismissal, task allocation, monitoring and performance evaluation because the legal route depends on intended use.
Map the intended purpose against Annex III and Article 6, preserving any unresolved facts or claimed Article 6(3) exclusion rather than forcing certainty.
Connect risk management, data governance, technical documentation, logging, transparency, human oversight, accuracy, robustness and cybersecurity evidence to the employment decisions the system can influence.
A change from administrative assistance to candidate ranking, worker scoring, task allocation or monitoring can materially change the system’s classification and evidence requirements.
Choose the smallest operating tier that fits the portfolio today. Upgrade when system count, team size or governance scope actually requires it.
Keep a living system-level evidence record with obligations, gaps, versions and revalidation state.
START EVIDENCE PASSPORT →Coordinate evidence, owners, documentation, incidents and team compliance work in one governed workspace.
START COMPLIANCE WORKSPACE →Operate broader high-risk, GPAI, FRIA, post-market and material-change governance across a growing portfolio.
START GOVERNANCE PRO →Run institutional governance with expanded users, authority workflows, examiner rooms and portfolio reporting.
START INSTITUTION →Use the free classifier to establish the system, intended purpose, possible actor role, EU exposure and unresolved facts. When continuing evidence infrastructure is needed, paid access begins at $19 per month. Independent human readiness review remains a separate service.
Certain recruitment and employment AI use cases are listed in Annex III, including systems intended for targeted job advertising, analysing and filtering job applications, and evaluating candidates. Classification still depends on the exact intended purpose and Article 6.
Annex III also covers certain AI systems intended to make decisions affecting work-related contractual relationships, including promotion or termination, and systems used to allocate tasks based on personal traits or characteristics or to monitor and evaluate performance and behaviour.
Article 6(3) provides a limited route for some Annex III systems not to be treated as high-risk when they do not pose a significant risk of harm and one of the listed conditions applies. Providers relying on that route must document the assessment. Profiling systems remain high-risk.
No. The Regulation expressly preserves other Union law, including employment and worker-protection rules, and allows Member States to maintain or introduce provisions more favourable to workers.
At minimum, organizations should be able to show the system identity and version, intended purpose, role, classification basis, human oversight, relevant instructions, testing, monitoring, notices, limitations, changes and the evidence supporting each material decision.
No. TA-14 can structure and preserve the classification basis, evidence, gaps, review history and revalidation state. It does not itself provide legal advice, certification, conformity assessment or regulatory approval.
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