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Employment Law29 April 20262 min read

Employment law and AI agents: redeployment, algorithmic monitoring and social dialogue

As agentic AI replaces tasks previously performed by humans, what litigation risks and information duties toward employee representatives arise?

Deploying AI agents in support or production functions transforms the content of work faster than organisations can accompany it. Duties to consult employee representatives on technological and organisational changes take on acute relevance, on pain of criminal obstruction.

02

Algorithmic monitoring

Algorithmic monitoring — automated task allocation, real-time performance measurement, AI-assisted HR decisions — falls under a strengthened evidentiary regime since the AI Act and GDPR. Labour courts strictly assess proportionality and prior information of employees.

Algorithmic monitoring — automated task allocation, real-time performance measurement, AI-assisted HR decisions — falls under a strengthened evidentiary regime since the AI Act and GDPR.

03

Redeployment plans, when automation eliminates activity, must

Redeployment plans, when automation eliminates activity, must factor in emerging AI-related skills (supervision, prompt engineering, quality control). Inaction on training becomes an aggravating factor before employment tribunals.

Key takeaways

  • 01Duties to consult employee representatives on technological and organisational changes take on acute relevance, on pain of criminal obstruction.
  • 02Labour courts strictly assess proportionality and prior information of employees.
  • 03Inaction on training becomes an aggravating factor before employment tribunals.

Published on

29 April 2026

Section

Employment Law

Signed

Gérald Faure

Rackham Limited — Dublin office

Rackham Limited

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