Workplace AI, People Analytics & Employee Data Protection

Workplace AI is organisational reality. We support employers in the legally robust deployment of AI-driven HR systems – from governance architecture to implementation and dispute management.

Workforce intelligence relies on dashboards, data lakes, data marts and algorithmic scoring models. We establish the employment law framework for HR data analytics – transparent and governance-aligned.

Recruitment, performance and workforce management systems may qualify as high-risk AI. We ensure AI Act compliance, risk classification, documentation and meaningful human oversight.

Employee privacy is central to any HR tech architecture. We advise on lawful processing grounds, data flows, transparency, purpose limitation and cross-border transfers.

We manage data subject access requests, mass SAR scenarios and disputes relating to employee data and HR analytics.

Support in data breach scenarios, notification duties, internal investigations and defence against fines and enforcement measures.

Workplace AI often fails due to co-determination rather than technology. We manage works council engagement, conciliation boards and implementation strategy.

We draft governance-ready works agreements covering access rights, transparency, retention rules and accountability in algorithmic environments.

Automated systems create discrimination and liability exposure. We implement bias controls and equal treatment safeguards.

Meaningful human accountability remains decisive from an employment law perspective. We design review and governance models for responsible workplace AI.

From GDPR proceedings to discrimination claims and co-determination disputes, we represent employers in litigation and regulatory enforcement.

Workplace AI is a board-level governance matter. We advise HR leadership and boards on risk ownership and reputationally secure deployment.