Brussels Weighs Human Checks on Algorithmic Management

If algorithmic management decides something about your job, Brussels is asking whether a human must review it before it counts. The European Commission has put that option, and a way for workers’ representatives to trigger an audit of the system, into a consultation paper for unions and employers.

The paper, dated 20 July 2026, is the second round of talks with the EU-level social partners (the union and employer federations) on a planned Quality Jobs Act. Replies closed on 28 September. A legislative proposal is expected before the end of 2026, with publication planned for December.

A human check is on the table

For automated decisions, the paper floats that significant ones should be “always subject to human review”. Workers’ representatives could help trigger “an ex-post audit or test” of the system behind a decision. These are options for discussion, and the paper mixes binding and non-binding routes.

Read also: Brussels Pushed Its Hardest AI Rules Back 16 Months

Two further options reach into newer territory. The paper notes that no employment-specific rules exist on neurotechnology that measures fatigue or concentration, and that tools predicting whether workers will join a union or strike raise ethical questions. Safeguards against both are among the options.

Algorithmic management: employers want guidance, unions want a law

BusinessEurope, the employers’ federation, answered on 28 September that it “does not support new binding regulation for AI and AM systems” (AM is algorithmic management). It wants practical guidance on how existing law applies, among it the GDPR, the AI Act and the Platform Work Directive, and warns that routine tools such as scheduling or quality control could get swept in if the concept is defined too broadly.

The European Trade Union Confederation (ETUC) asks for “binding legislation on artificial intelligence and algorithmic management at work”. In the first round of consultation, 34 organisations replied: 12 unions and 22 employer groups. After this round, the social partners may also decide to open negotiations on a joint agreement.

The subcontracting chain is the next fight

The same paper considers “liability provisions throughout the subcontracting chain” and an obligation or guidance for main contractors to make their chains visible. National authorities “could be required to set appropriate targets for controls and inspections”.

Read also: Europe’s Surveillance Rules Are Being Written Around the Exceptions

BusinessEurope is “firmly opposed to the introduction of new binding regulation” here and argues that chain liability would raise transaction costs. It prefers enforcing the rules that exist.

Ministers talk on 19 October, with no vote

EU labour ministers were due to exchange views on the Act at the EPSCO Council (the employment and social affairs ministers’ meeting) in Luxembourg on 19 October. The agenda item is a discussion with no vote.

The Council’s steering note (13885/26, dated 2 October) asks ministers what they expect on five areas: algorithmic management, safety and health at work, the right to disconnect and telework, subcontracting, and fair digital and green transitions. It frames the Act with the line that “quality jobs and competitiveness go hand in hand”.

Until the proposal arrives, the July paper is the only text. It lists human review and audits for algorithmic systems, and it considers chain liability, while BusinessEurope is on record against new binding rules in both areas. Which of them becomes law depends on the instrument the Commission picks, and the paper still lists binding and non-binding routes.