Does AI replacing jobs prove redundancy in Europe and the UK?
No. AI replacement still has to fit ordinary redundancy law, with evidence that the need for employees doing the work actually fell and that required consultation happened before dismissals took effect.
AI does not create a new dismissal doctrine. It pushes employers back into the old ones. In Germany, France, Spain, the UK, and Australia, the legal question is still some version of whether the employer's need for employees doing that work really fell, as opposed to the company merely changing tools, titles, or team shape. The harder jurisdictions are not the ones with the most AI rhetoric. They are the ones that demand the most process: consultation, retraining, redeployment, selection criteria, technical documentation, and sometimes authority notice before the dismissal takes effect.
At EU level, the first point is negative. Council Directive 98/59/EC is not a general rule that tells employers when AI can replace a worker. It is a floor for collective redundancies. It requires consultation in good time with a view to reaching an agreement and written notification to the competent public authority before collective redundancies take effect. That matters because AI programs often begin with attrition, voluntary departures, and contractor non-renewals. The CJEU's 2024 Resorts Mallorca decision suggests the counting and timing questions do not wait politely for the formal dismissal letters.
Germany treats AI dismissals as ordinary operational dismissals. The employer still needs compelling operational requirements that preclude continued employment, not a vague claim that the business bought better software. Then the works-council layer arrives. Section 102 of the Works Constitution Act says The works council must be heard before every dismissal and a dismissal without that hearing is ineffective. For larger reductions, Section 17 KSchG mass-layoff notice rules and the alteration-of-establishment provisions in the BetrVG make headcount, consultation timing, and establishment-level counting load-bearing.
France is more explicit. Article L1233-3 defines economic dismissal as dismissal for one or more reasons not inherent to the employee resulting from job suppression or transformation. That accommodates AI role elimination easily enough. The harder part is Article L1233-4, which says dismissal can occur only after all efforts at training and adaptation, plus a failed redeployment search across the French enterprise or group. If ten or more employees are affected in a company with at least fifty employees, Article L1233-61 requires a plan de sauvegarde de l'emploi, which turns the employer's mitigation measures into part of the legal record rather than an afterthought. Statutory severance is also not symbolic. The floor is one-quarter month per year up to ten years and one-third month after that.
Spain likewise turns on old categories, not new AI ones. Article 51 of the Workers' Statute allows collective dismissal for economic, technical, organizational or production causes and the 2012 regulation requires the employer to hand over an explanatory memorandum and the technical, accounting, and tax documentation that supports that theory. In AI cases, that makes the technical report more important than the press release. Article 51 also requires selection criteria and notice to the labor authority. Objective dismissals under Article 53 still carry the familiar twenty-days-per-year floor, capped at twelve months.
The UK is substantively looser, but procedurally familiar. Section 139 of the Employment Rights Act 1996 asks whether the employer's requirements “for employees to carry out work of a particular kind” have ceased or diminished. Murray v Foyle Meats Ltd is useful because it treats the question as one of causation rather than asking whether every legacy task disappeared. But the UK government guidance still points back to suitable alternative employment, and TULRCA sections 188 and 193 keep collective consultation and ministerial notification in place. Recent firm commentary projects larger UK changes, but the cleaner current-law point is narrower: as of April 2026, the live baseline still sat in ERA 1996 and TULRCA 1992, while parts of the reform agenda were still being consulted on.
The law firms mostly agree on the main point: AI does not supply a shortcut around local restructuring law. Baker McKenzie's 2025 reductions-in-force guide frames the problem as building a process that is globally coherent but locally compliant, with collective consultation obligations doing much of the real work. Eversheds Sutherland's German downsizing note says the same thing in a more local register: if there is a works council, its participation rights have to be assessed up front, not after the business case is already baked.
Recent commentary is not fully aligned. Some pieces describe a more advanced reform state; the firmer current-law materials emphasize that, as of April 2026, the baseline was still ERA 1996 plus TULRCA 1992, with some larger collective-redundancy changes still under consultation. That is a useful signal in itself: UK redundancy commentary currently needs date discipline.
Sources for this answer
Primary law
A.1 Council Directive 98/59/EC, art. 2Council Directive 98/59/EC establishes the legal framework requiring employers to consult with workers' representatives regarding collective redundancies and mandates that Member States provide judicial or administrative procedures to enforce these obligations.
Member States should ensure that workers' representatives and/or workers have at their disposal administrative and/or judicial procedures in order to ensure that the obligations laid down in this Directive are fulfilled;
See Council Directive 98/59/EC, art. 2.
Primary law
A.2 Germany, Protection Against Unfair Dismissal Act (KSchG)The German Protection Against Unfair Dismissal Act (KSchG) establishes that a dismissal is legally ineffective if it is socially unjustified, requiring the employee to file a claim within three weeks of receiving the written notice to challenge its validity.
Die Kündigung des Arbeitsverhältnisses gegenüber einem Arbeitnehmer, dessen Arbeitsverhältnis in demselben Betrieb oder Unternehmen ohne Unterbrechung länger als sechs Monate bestanden hat, ist rechtsunwirksam, wenn sie sozial ungerechtfertigt ist.
See Germany, Protection Against Unfair Dismissal Act (KSchG).
Primary law
A.7 Germany, Works Constitution Act, s.102The Works Constitution Act establishes a framework for mandatory co-operation and co-determination between the employer and the works council regarding operational, personnel, and vocational training matters.
The employer and the works council work together in a spirit of mutual trust having regard to the applicable collective agreements and in co-operation with the trade unions and employers’ associations represented in the establishment for the good of the employees and of the establishment.
See Germany, Works Constitution Act, s.102.
Primary law
A.3 France, Code du travail art. L1233-3L'article L1233-3 du Code du travail définit les motifs économiques justifiant un licenciement et précise les niveaux d'appréciation de la cause économique selon la structure de l'entreprise.
Constitue un licenciement pour motif économique le licenciement effectué par un employeur pour un ou plusieurs motifs non inhérents à la personne du salarié résultant d'une suppression ou transformation d'emploi ou d'une modification, refusée par le salarié, d'un élément essentiel du contrat de travail
See France, Code du travail art. L1233-3.
Primary law
A.20 France, Code du travail art. L1233-4L'employeur est tenu de réaliser des efforts de formation et d'adaptation ainsi qu'une recherche de reclassement effective avant de pouvoir procéder au licenciement économique d'un salarié.
Le licenciement pour motif économique d'un salarié ne peut intervenir que lorsque tous les efforts de formation et d'adaptation ont été réalisés et que le reclassement de l'intéressé ne peut être opéré sur les emplois disponibles
See France, Code du travail art. L1233-4.
Primary law
A.4 Spain, Workers' Statute art. 51The Workers' Statute establishes the legal framework for collective dismissals and the procedures that companies must follow when implementing them.
Artículo 51
See Spain, Workers' Statute art. 51.
Primary law
A.5 UK Employment Rights Act 1996, s.139Supports the cited proposition. (UK Employment Rights Act 1996, s.139)
for employees to carry out work of a particular kind
See UK Employment Rights Act 1996, s.139.
Primary law
A.6 Australia, Fair Work Act 2009, s.389Section 389 of the Fair Work Act 2009 defines the meaning of genuine redundancy for the purposes of the Act.
389 Meaning of genuine redundancy
See Australia, Fair Work Act 2009, s.389.
Primary law
A.8 France, Code du travail arts. L1233-8 and L1233-61The French Labor Code mandates that employers planning a small-scale economic layoff must consult the social and economic committee, which must provide its opinion within a maximum period of one month.
L'employeur qui envisage de procéder à un licenciement collectif pour motif économique de moins de dix salariés dans une même période de trente jours réunit et consulte le comité social et économique dans les entreprises d'au moins onze salariés
See France, Code du travail arts. L1233-8 and L1233-61.
Primary law
A.9 Spain, Royal Decree 1483/2012 arts. 3-5Royal Decree 1483/2012 establishes the mandatory procedural requirements, including the initiation of the consultation period and the specific documentation regarding economic, technical, organizational, or production causes, that employers must fulfill to execute a collective dismissal.
El procedimiento de despido colectivo se iniciará por escrito, mediante la comunicación de la apertura del periodo de consultas dirigida por el empresario a los representantes legales de los trabajadores con el contenido especificado en el artículo 3, a la que deberá acompañarse, según la causa alegada, la documentación establecida en los artículos 4 y 5.
See Spain, Royal Decree 1483/2012 arts. 3-5.
Primary law
A.10 UK TULRCA 1992, ss.188, 193, 194Under section 188 of the Trade Union and Labour Relations (Consolidation) Act 1992, an employer proposing to dismiss 20 or more employees at one establishment within a 90-day period is under a statutory duty to consult with appropriate representatives regarding ways to avoid, reduce, or mitigate the impact of those dismissals.
The consultation shall include consultation about ways of— (a)avoiding the dismissals, (b)reducing the numbers of employees to be dismissed, and (c)mitigating the consequences of the dismissals
See UK TULRCA 1992, ss.188, 193, 194.
Primary law
A.11 Australia, Fair Work Ombudsman, RedundancyA dismissal constitutes a genuine redundancy only when the employer no longer requires the role to be performed and has complied with all applicable consultation obligations under relevant industrial instruments.
A genuine redundancy is when: - the person’s job doesn't need to be done by anyone - the employer followed any consultation requirements in the award, enterprise agreement or other registered agreement.
See Australia, Fair Work Ombudsman, Redundancy.
Primary law
A.12 CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels Internat...The Court of Justice of the European Union has consistently held that Member States fail to fulfill their obligations under Directive 98/59/EC when they provide for incomplete transposition regarding the scope of the directive or the definition of collective redundancies.
Failure of a Member State to fulfil obligations - Directive 98/59/EC - Term Employer - National law which excludes non-profit-making activities from the scope of the directive - Incomplete transposition.
See CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels International SL.
Primary law
A.13 France, Code du travail arts. L1234-9 and R1234-2Under Article L1234-9 of the French Labor Code, an employee with at least eight months of continuous service is entitled to a severance payment upon dismissal, unless the dismissal is due to gross misconduct, with the specific calculation methods defined by regulation.
Le salarié titulaire d'un contrat de travail àdurée indéterminée, licencié alors qu'il compte 8 mois d'ancienneté ininterrompus au service du même employeur, a droit, sauf en cas de faute grave, àune indemnité de licenciement.
See France, Code du travail arts. L1234-9 and R1234-2.
Commentary
A.14 Murray v Foyle Meats Ltd [1999] UKHL 30The determination of whether a dismissal is by reason of redundancy is a question of fact for the tribunal based on whether the dismissal is attributable to a diminution in the employer's requirements for work of a particular kind, rather than being governed by the specific terms of the employee's contract.
The key word in the statute is "attributable" and there is no reason in law why the dismissal of an employee should not be attributable to a diminution in the employer's need for employees irrespective of the terms of his contract or the function which he performed.
See Murray v Foyle Meats Ltd [1999] UKHL 30.
Primary law
A.15 UK government guidance, Suitable alternative employmentAn employer's failure to offer suitable alternative employment during a redundancy process may render a dismissal unfair, while an employee's unreasonable refusal of such an offer may forfeit their right to statutory redundancy pay.
Your redundancy could be an unfair dismissal if your employer has suitable alternative employment and they do not offer it to you.
See UK government guidance, Suitable alternative employment.
Law-firm commentary
A.16 Eversheds Sutherland commentaryThe Employment Rights Act 2025 introduces a new multi-establishment trigger for collective redundancy consultation and increases the maximum protective award for non-compliance to 180 days' pay.
In the event of non-compliance, for dismissals on or after 6 April 2026, a protective award may be ordered of up to 180 (previously, it was 90) days' gross pay per affected employee
See Eversheds Sutherland, The UK Employment Rights Bill: changes to collective redundancies.
Law-firm commentary
A.17 DLA Piper commentaryThe Employment Rights Act 2025 introduces new triggers for collective redundancy consultation and provides protections against detriments for workers participating in industrial action, both of which are currently subject to government consultation.
the ERA will introduce an additional trigger which will aggregate proposed dismissals across the organisation.
See DLA Piper, Consultations on the trigger for collective redundancy consultation.
Law-firm commentary
A.18 Baker McKenzie commentaryPDFMultinational employers must navigate complex, jurisdiction-specific legal requirements regarding redundancy justifications, consultation obligations, and severance to mitigate litigation risk and operational costs during global workforce reductions.
Executing reductions in force across multiple jurisdictions requires expert coordination and planning across a varied legal landscape.
See Baker McKenzie, Strategic Reductions in Force.
Law-firm commentary
A.19 Eversheds Sutherland commentaryEffective staff reduction requires a comprehensive legal and strategic assessment of the business plan to identify potential obstacles and ensure the feasibility of the implementation process.
The preparation of a staff reduction requires a legal assessment of whether there are any obstacles to dismissal that would make it difficult to make redundancies for operational reasons.
See Eversheds Sutherland, The most important questions and answers on the topic of downsizing.
How is Canada different when AI replaces employees across provinces?
Most provinces do not make the employer prove redundancy as a standalone dismissal ground. Counsel should usually focus on notice, severance, group-termination steps, and Quebec-specific collective dismissal rules.
Canada is the outlier. Outside Quebec and union settings, the statute usually does not require proof of redundancy as a substantive ground at all. It mostly prices the event through notice, severance, and group-termination procedure.
Canada is different enough that the comparison matters. In Ontario, British Columbia, and Alberta, the statutes mainly regulate notice, severance, and group terminations. They do not generally require the employer in a non-union without-cause termination to prove redundancy as a substantive dismissal ground. Quebec is closer to the European framing. Section 84.0.4 requires notice of a collective dismissal for “technological or economic reasons” and the CNESST materials explain the corresponding notice periods and postings.
Canadian published commentary in the materials is thinner and less AI-specific. The statutes therefore do most of the analytical work, and they point in the same direction: Canada looks less like a proof-of-redundancy system and more like a notice-and-severance system, with Quebec standing apart.
Sources for this answer
Commentary
B.1 Ontario Employment Standards Act, 2000, ss.58, 64, 65The Ontario Employment Standards Act, 2000 establishes mandatory minimum employment standards, including prohibitions against unauthorized wage and tip deductions, requirements for minimum wage payment, and a prohibition on contracting out of these statutory protections.
An employer shall not withhold tips or other gratuities from an employee, make a deduction from an employee’s tips or other gratuities or cause the employee to return or give his or her tips or other gratuities to the employer unless authorized to do so under this Part.
See Ontario Employment Standards Act, 2000, ss.58, 64, 65.
Primary law
B.2 British Columbia Employment Standards Act, ss.63, 64The British Columbia Employment Standards Act establishes statutory requirements for compensation and notice periods in the event of individual or group termination of employment.
After 3 consecutive months of employment, the employer becomes liable to pay an employee an amount equal to one week's wages as compensation for length of service.
See British Columbia Employment Standards Act, ss.63, 64.
Primary law
B.3 Quebec Act respecting labour standards, s.84.0.4PDFSupports the cited proposition. (Quebec Act respecting labour standards, s.84.0.4)
technological or economic reasons
See Quebec Act respecting labour standards, s.84.0.4.
Commentary
B.4 Alberta Employment Standards Code, ss.55-57 and 137Under the Alberta Employment Standards Code, an employer may terminate an employee by providing either the statutory notice period, pay in lieu of notice, or a combination of both.
An employer may terminate the employment of an employee only by giving the employee (a) a termination notice under section 56, (b) termination pay under section 57(1), or (c) a combination of termination notice and termination pay under section 57(2).
See Alberta Employment Standards Code, ss.55-57 and 137.
Commentary
B.5 CNESST, Licenciement collectifLa CNESST précise les obligations des employeurs en matière de licenciement collectif, notamment les délais de préavis, les exigences de notification au ministère et les conséquences financières en cas de non-respect de ces obligations.
L’employeur qui ne transmet pas l’avis de licenciement collectif dans les délais prévus pourrait devoir payer une amende
See CNESST, Licenciement collectif.
When is an AI-replaced job a genuine redundancy in Australia?
Only when the statutory limbs are met. The employer needs operational change, required consultation, and no reasonable redeployment, including a serious look at how work is allocated.
Australia is the cleanest statutory test in the set. Section 389 of the Fair Work Act defines genuine redundancy cumulatively: the job is no longer required because of operational change, consultation obligations were met, and redeployment was not reasonable. The High Court's 2025 decision in Helensburgh Coal Pty Ltd v Bartley makes the redeployment limb more demanding than a vacancy check. Baker McKenzie reads the case to allow inquiry into whether the employer could have restructured work, including replacing contractors with employees. The Fair Work Commission benchbook adds another useful distinction: flawed selection may not defeat the redundancy defense itself, but it can still create separate discrimination or general-protections exposure.
Sources for this answer
Primary law
C.1 Australia, Fair Work Act 2009, s.389Section 389 of the Fair Work Act 2009 defines the meaning of genuine redundancy for the purposes of the Act.
389 Meaning of genuine redundancy
See Australia, Fair Work Act 2009, s.389.
Primary law
C.2 Australia, Fair Work Ombudsman, RedundancyA dismissal constitutes a genuine redundancy only when the employer no longer requires the role to be performed and has complied with all applicable consultation obligations under relevant industrial instruments.
A genuine redundancy is when: - the person’s job doesn't need to be done by anyone - the employer followed any consultation requirements in the award, enterprise agreement or other registered agreement.
See Australia, Fair Work Ombudsman, Redundancy.
Primary law
C.3 Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29PDFSection 389(2) of the Fair Work Act 2009 (Cth) permits the Fair Work Commission to inquire into whether an employer could have reasonably redeployed a redundant employee by making changes to how the employer uses its workforce to operate its enterprise.
The question as to whether the FWC may consider other ways an employer might use its workforce to operate its enterprise, as part of the inquiry under s 389(2), turns on the correct construction of that provision.
See Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29.
Law-firm commentary
C.4 Baker McKenzie commentaryThe High Court has clarified that the Fair Work Commission may assess the reasonableness of redeployment by examining whether an employer could have restructured its workforce, including by reallocating duties performed by contractors to employees.
The High Court confirmed that the FWC may consider whether an employer could have restructured its workforce, including reallocating contractor roles to employees, when assessing the reasonableness of redeployment under section 389(2) of the Fair Work Act.
See Baker McKenzie, High Court clarifies genuine redundancy requirements.
Primary law
C.5 Fair Work Commission, Unfair dismissals benchbookPDFThe Fair Work Commission's Unfair Dismissals benchbook serves as a general guide to the Commission's processes and the Fair Work Act 2009, but it is not intended to be used as a formal legal authority in proceedings.
The content of this benchbook should be used as a general guide only. The benchbook is not intended to be an authority to be used in support of a case at hearing.
See Fair Work Commission, Unfair dismissals benchbook.
Primary law
C.6 Fair Work Commission, Job no longer required due to changes in operational re...A position is considered redundant when the specific job, defined as a collection of functions and responsibilities, is no longer required to be performed by the employer, even if some of the underlying duties are redistributed to others.
A job involves 'a collection of functions, duties and responsibilities entrusted, as part of the scheme of the employer's organisation, to a particular employee'
See Fair Work Commission, Job no longer required due to changes in operational requirements.
Can an AI-first strategy prove a cross-border layoff is lawful?
No. Public AI strategy may explain the business rationale, but the legal file still needs role maps, consultation records, redeployment logs, selection criteria, and technical support.
The first consequence is that public AI strategy does less legal work than many management teams expect. Saying the company is AI-first, or that headcount requests now need to clear an AI-use hurdle, may explain the direction of travel. It does not by itself prove that a particular role disappeared, that retraining failed, that redeployment was unreasonable, or that the selection criteria were lawful. The statutory file still turns on org charts, task maps, consultation packs, redeployment logs, and technical memoranda.
The second consequence is that AI restructurings divide into two legal families. Germany, France, Spain, Australia, and to a lesser extent the UK are proof-heavy: the employer has to show real role suppression and survive the surrounding process. Most Canadian provinces are pricing-and-procedure-heavy: the dispute is more likely to be about notice, severance, grouping, or contract than about whether AI legally counts as redundancy at all.
Sources for this answer
Commentary
D.1 Tobias Lutke, public post reproducing Shopify memoShopify has formally integrated the use of artificial intelligence as a mandatory performance expectation and a prerequisite for resource allocation across its workforce.
Reflexive AI usage is now a baseline expectation at Shopify
See Tobias Lutke, public post reproducing Shopify memo.
Commentary
D.2 First Round, From Memo to Movement: Shopify's Cultural Adoption of AIEffective organizational AI adoption requires legal and leadership teams to adopt a default-to-yes framework that prioritizes safety and security while minimizing friction for end-users.
Alignment at the highest level means everyone understands you have to find a way to get to “yes,” including the key conversations around security and privacy.
See First Round, From Memo to Movement: Shopify's Cultural Adoption of AI.
Commentary
D.3 Box, AI-First Transformation: Box's Principles, Strategy, and Execution FrameworkEffective enterprise AI transformation requires a governance framework that balances centralized strategic guardrails with functional ownership to ensure scalable execution.
Box's AI executive sponsorship is led by Olivia Nottebohm, the company’s COO, Ravi Malick, the CIO, and Jessica Swank, Chief People Officer, to represent business, IT and people aspects — all of which are critical.
See Box, AI-First Transformation: Box's Principles, Strategy, and Execution Framework.
Law-firm commentary
D.4 Baker McKenzie commentaryPDFMultinational employers must navigate complex, jurisdiction-specific legal requirements regarding redundancy justifications, consultation obligations, and severance to mitigate litigation risk and operational costs during global workforce reductions.
Executing reductions in force across multiple jurisdictions requires expert coordination and planning across a varied legal landscape.
See Baker McKenzie, Strategic Reductions in Force.
Primary law
D.5 Spain, Royal Decree 1483/2012 arts. 3-5Royal Decree 1483/2012 establishes the mandatory procedural requirements, including the initiation of the consultation period and the specific documentation regarding economic, technical, organizational, or production causes, that employers must fulfill to execute a collective dismissal.
El procedimiento de despido colectivo se iniciará por escrito, mediante la comunicación de la apertura del periodo de consultas dirigida por el empresario a los representantes legales de los trabajadores con el contenido especificado en el artículo 3, a la que deberá acompañarse, según la causa alegada, la documentación establecida en los artículos 4 y 5.
See Spain, Royal Decree 1483/2012 arts. 3-5.
Primary law
D.6 France, Code du travail art. L1233-3L'article L1233-3 du Code du travail définit les motifs économiques justifiant un licenciement et précise les niveaux d'appréciation de la cause économique selon la structure de l'entreprise.
Constitue un licenciement pour motif économique le licenciement effectué par un employeur pour un ou plusieurs motifs non inhérents à la personne du salarié résultant d'une suppression ou transformation d'emploi ou d'une modification, refusée par le salarié, d'un élément essentiel du contrat de travail
See France, Code du travail art. L1233-3.
Primary law
D.7 Germany, Protection Against Unfair Dismissal Act (KSchG)The German Protection Against Unfair Dismissal Act (KSchG) establishes that a dismissal is legally ineffective if it is socially unjustified, requiring the employee to file a claim within three weeks of receiving the written notice to challenge its validity.
Die Kündigung des Arbeitsverhältnisses gegenüber einem Arbeitnehmer, dessen Arbeitsverhältnis in demselben Betrieb oder Unternehmen ohne Unterbrechung länger als sechs Monate bestanden hat, ist rechtsunwirksam, wenn sie sozial ungerechtfertigt ist.
See Germany, Protection Against Unfair Dismissal Act (KSchG).
Primary law
D.8 Spain, Workers' Statute art. 51The Workers' Statute establishes the legal framework for collective dismissals and the procedures that companies must follow when implementing them.
Artículo 51
See Spain, Workers' Statute art. 51.
Primary law
D.9 UK Employment Rights Act 1996, s.139Supports the cited proposition. (UK Employment Rights Act 1996, s.139)
for employees to carry out work of a particular kind
See UK Employment Rights Act 1996, s.139.
Primary law
D.10 Australia, Fair Work Act 2009, s.389Section 389 of the Fair Work Act 2009 defines the meaning of genuine redundancy for the purposes of the Act.
389 Meaning of genuine redundancy
See Australia, Fair Work Act 2009, s.389.
Commentary
D.11 Ontario Employment Standards Act, 2000, ss.58, 64, 65The Ontario Employment Standards Act, 2000 establishes mandatory minimum employment standards, including prohibitions against unauthorized wage and tip deductions, requirements for minimum wage payment, and a prohibition on contracting out of these statutory protections.
An employer shall not withhold tips or other gratuities from an employee, make a deduction from an employee’s tips or other gratuities or cause the employee to return or give his or her tips or other gratuities to the employer unless authorized to do so under this Part.
See Ontario Employment Standards Act, 2000, ss.58, 64, 65.
How much surviving work can defeat an AI redundancy case?
It depends on how much work survived and where it went. Partial automation is harder to prove when outputs continue through fewer employees, new titles, vendors, contractors, or an AI center.
The third consequence is that partial automation is harder than full elimination. The vulnerable fact pattern is not AI replaced the role. It is the same work continues with fewer employees, new titles, contractors, or a central AI team. That is where the employee-side argument gets stronger: the work survived, so perhaps the redundancy story is really a headcount preference story. Public company examples point in the same direction. Klarna's public statements first framed AI as a path to smaller headcount, then later reflected a move away from pure cost-cutting rhetoric toward growth. That makes AI-redundancy narratives look less like a settled category and more like a moving business experiment that still has to fit old labor law.
UK and Australian authorities support the proposition that not every legacy task needs to vanish for redundancy to exist. But perhaps AI cases will push courts to say that surviving work, surviving outputs, and surviving teams can, at some point, look more like tool substitution than job elimination.
Australia now points toward a broader inquiry after Helensburgh. France already requires a substantial redeployment search across the relevant group. No appellate authority cited here draws a clean AI-specific line across Europe or the UK.
Directive 98/59/EC and Resorts Mallorca suggest perhaps more than employers would like, especially where the departures are employer-initiated in substance even if they are labeled voluntary in form.
The most useful firm commentary concerns the places where AI changes the shape of the proof without changing the legal category. Baker's note on Helensburgh treats redeployment in Australia as potentially broader than open-headcount review, especially where work moved to contractors. Eversheds and DLA make a similar point in the UK from a different angle: the tricky issue is not whether AI counts as redundancy language. It is whether employers mistake proposed reform for current law and underweight today's consultation and notification rules.
Sources for this answer
Commentary
E.1 Murray v Foyle Meats Ltd [1999] UKHL 30The determination of whether a dismissal is by reason of redundancy is a question of fact for the tribunal based on whether the dismissal is attributable to a diminution in the employer's requirements for work of a particular kind, rather than being governed by the specific terms of the employee's contract.
The key word in the statute is "attributable" and there is no reason in law why the dismissal of an employee should not be attributable to a diminution in the employer's need for employees irrespective of the terms of his contract or the function which he performed.
See Murray v Foyle Meats Ltd [1999] UKHL 30.
Primary law
E.2 Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29PDFSection 389(2) of the Fair Work Act 2009 (Cth) permits the Fair Work Commission to inquire into whether an employer could have reasonably redeployed a redundant employee by making changes to how the employer uses its workforce to operate its enterprise.
The question as to whether the FWC may consider other ways an employer might use its workforce to operate its enterprise, as part of the inquiry under s 389(2), turns on the correct construction of that provision.
See Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29.
Primary law
E.3 France, Code du travail art. L1233-3L'article L1233-3 du Code du travail définit les motifs économiques justifiant un licenciement et précise les niveaux d'appréciation de la cause économique selon la structure de l'entreprise.
Constitue un licenciement pour motif économique le licenciement effectué par un employeur pour un ou plusieurs motifs non inhérents à la personne du salarié résultant d'une suppression ou transformation d'emploi ou d'une modification, refusée par le salarié, d'un élément essentiel du contrat de travail
See France, Code du travail art. L1233-3.
Primary law
E.4 Spain, Workers' Statute art. 51The Workers' Statute establishes the legal framework for collective dismissals and the procedures that companies must follow when implementing them.
Artículo 51
See Spain, Workers' Statute art. 51.
Commentary
E.5 Reuters, Sweden's Klarna says AI chatbots help shrink headcountKlarna has utilized generative AI to automate customer service tasks, resulting in significant headcount reductions and increased revenue per employee.
Swedish payments group Klarna said it had reduced hundreds of jobs and sees more reductions to come as it implements AI to handle customer queries
See Reuters, Sweden's Klarna says AI chatbots help shrink headcount.
Commentary
E.6 Reuters, Sweden's Klarna shifts AI focus from cost cuts to growthKlarna is shifting its corporate strategy regarding artificial intelligence from a primary focus on operational cost reduction to a broader emphasis on product improvement and long-term growth.
the company may have gone too far in using the technology to cut costs and is now focusing on improving its services and products.
See Reuters, Sweden's Klarna shifts AI focus from cost cuts to growth.
Primary law
E.7 UK Employment Rights Act 1996, s.139Supports the cited proposition. (UK Employment Rights Act 1996, s.139)
for employees to carry out work of a particular kind
See UK Employment Rights Act 1996, s.139.
Primary law
E.8 Fair Work Commission, Job no longer required due to changes in operational re...A position is considered redundant when the specific job, defined as a collection of functions and responsibilities, is no longer required to be performed by the employer, even if some of the underlying duties are redistributed to others.
A job involves 'a collection of functions, duties and responsibilities entrusted, as part of the scheme of the employer's organisation, to a particular employee'
See Fair Work Commission, Job no longer required due to changes in operational requirements.
Primary law
E.9 Council Directive 98/59/EC, art. 2Council Directive 98/59/EC establishes the legal framework requiring employers to consult with workers' representatives regarding collective redundancies and mandates that Member States provide judicial or administrative procedures to enforce these obligations.
Member States should ensure that workers' representatives and/or workers have at their disposal administrative and/or judicial procedures in order to ensure that the obligations laid down in this Directive are fulfilled;
See Council Directive 98/59/EC, art. 2.
Primary law
E.10 CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels Internat...The Court of Justice of the European Union has consistently held that Member States fail to fulfill their obligations under Directive 98/59/EC when they provide for incomplete transposition regarding the scope of the directive or the definition of collective redundancies.
Failure of a Member State to fulfil obligations - Directive 98/59/EC - Term Employer - National law which excludes non-profit-making activities from the scope of the directive - Incomplete transposition.
See CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels International SL.
Law-firm commentary
E.11 Baker McKenzie commentaryThe High Court has clarified that the Fair Work Commission may assess the reasonableness of redeployment by examining whether an employer could have restructured its workforce, including by reallocating duties performed by contractors to employees.
The High Court confirmed that the FWC may consider whether an employer could have restructured its workforce, including reallocating contractor roles to employees, when assessing the reasonableness of redeployment under section 389(2) of the Fair Work Act.
See Baker McKenzie, High Court clarifies genuine redundancy requirements.
Law-firm commentary
E.12 Eversheds Sutherland commentaryThe Employment Rights Act 2025 introduces a new multi-establishment trigger for collective redundancy consultation and increases the maximum protective award for non-compliance to 180 days' pay.
In the event of non-compliance, for dismissals on or after 6 April 2026, a protective award may be ordered of up to 180 (previously, it was 90) days' gross pay per affected employee
See Eversheds Sutherland, The UK Employment Rights Bill: changes to collective redundancies.
Law-firm commentary
E.13 DLA Piper commentaryThe Employment Rights Act 2025 introduces new triggers for collective redundancy consultation and provides protections against detriments for workers participating in industrial action, both of which are currently subject to government consultation.
the ERA will introduce an additional trigger which will aggregate proposed dismissals across the organisation.
See DLA Piper, Consultations on the trigger for collective redundancy consultation.
Can AI readiness metrics create layoff selection risk?
Yes. Selection based on AI readiness or productivity may support a business case while also creating discrimination, consultation, or general-protections exposure.
The fourth consequence is that selection can create a second case even where redundancy exists. Spain requires selection criteria in the consultation record. France prescribes order criteria. Germany still turns on socially defensible selection. Australia separates the genuine-redundancy defense from discrimination and general-protections exposure. That means an AI readiness or AI productivity metric may shrink one proof problem only by creating another.
The discrimination concern is easy to see, but no court cited here has yet ruled on AI fluency, model-output rates, or prompt usage as redundancy-pool criteria. The legal direction seems clear enough. The doctrinal line is not yet.
Sources for this answer
Primary law
F.1 France, Code du travail art. L1233-3L'article L1233-3 du Code du travail définit les motifs économiques justifiant un licenciement et précise les niveaux d'appréciation de la cause économique selon la structure de l'entreprise.
Constitue un licenciement pour motif économique le licenciement effectué par un employeur pour un ou plusieurs motifs non inhérents à la personne du salarié résultant d'une suppression ou transformation d'emploi ou d'une modification, refusée par le salarié, d'un élément essentiel du contrat de travail
See France, Code du travail art. L1233-3.
Primary law
F.2 Spain, Workers' Statute art. 51The Workers' Statute establishes the legal framework for collective dismissals and the procedures that companies must follow when implementing them.
Artículo 51
See Spain, Workers' Statute art. 51.
Primary law
F.3 Spain, Royal Decree 1483/2012 arts. 3-5Royal Decree 1483/2012 establishes the mandatory procedural requirements, including the initiation of the consultation period and the specific documentation regarding economic, technical, organizational, or production causes, that employers must fulfill to execute a collective dismissal.
El procedimiento de despido colectivo se iniciará por escrito, mediante la comunicación de la apertura del periodo de consultas dirigida por el empresario a los representantes legales de los trabajadores con el contenido especificado en el artículo 3, a la que deberá acompañarse, según la causa alegada, la documentación establecida en los artículos 4 y 5.
See Spain, Royal Decree 1483/2012 arts. 3-5.
Primary law
F.4 Germany, Works Constitution Act, s.102The Works Constitution Act establishes a framework for mandatory co-operation and co-determination between the employer and the works council regarding operational, personnel, and vocational training matters.
The employer and the works council work together in a spirit of mutual trust having regard to the applicable collective agreements and in co-operation with the trade unions and employers’ associations represented in the establishment for the good of the employees and of the establishment.
See Germany, Works Constitution Act, s.102.
Primary law
F.5 Fair Work Commission, Unfair dismissals benchbookPDFThe Fair Work Commission's Unfair Dismissals benchbook serves as a general guide to the Commission's processes and the Fair Work Act 2009, but it is not intended to be used as a formal legal authority in proceedings.
The content of this benchbook should be used as a general guide only. The benchbook is not intended to be an authority to be used in support of a case at hearing.
See Fair Work Commission, Unfair dismissals benchbook.