# Proving redundancy for AI-replaced roles across the EU, UK, Canada, and Australia[^about] How employers prove AI-related redundancy across the EU, UK, Canada, and Australia, including consultation, redeployment, and selection risk. ## Does AI replacing jobs prove redundancy in Europe and the UK? {#does-ai-replacing-jobs-prove-redundancy-in-europe-and-the-uk} **Short answer.** 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. [^council-directive-98-59-ec-art-2][^germany-protection-against-unfair-dismissal-act][^france-code-du-travail-art-l1233-3][^spain-workers-statute-art-51][^uk-employment-rights-act-1996-s-139][^australia-fair-work-act-2009-s-389] 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. [^germany-works-constitution-act-s-102][^france-code-du-travail-arts-l1233-8-and-l1233-61][^spain-royal-decree-1483-2012-arts-3-5][^uk-tulrca-1992-ss-188-193-194][^australia-fair-work-ombudsman-redundancy] 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. [^council-directive-98-59-ec-art-2] 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. [^cjeu-case-c-589-22-j-l-o-g-and-j-j-o-p-v-resorts] 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. [^germany-protection-against-unfair-dismissal-act] 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. [^germany-works-constitution-act-s-102] 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. [^germany-protection-against-unfair-dismissal-act][^germany-works-constitution-act-s-102] 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. [^france-code-du-travail-art-l1233-3] 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. [^france-code-du-travail-art-l1233-3] 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. [^france-code-du-travail-arts-l1233-8-and-l1233-61] Statutory severance is also not symbolic. The floor is one-quarter month per year up to ten years and one-third month after that. [^france-code-du-travail-arts-l1234-9-and-r1234-2] 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. [^spain-workers-statute-art-51][^spain-royal-decree-1483-2012-arts-3-5] 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. [^spain-workers-statute-art-51] 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"[^uk-employment-rights-act-1996-s-139] have ceased or diminished. [^uk-employment-rights-act-1996-s-139] *Murray v Foyle Meats Ltd* is useful because it treats the question as one of causation rather than asking whether every legacy task disappeared. [^murray-v-foyle-meats-ltd-1999-ukhl-30] 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. [^uk-government-guidance-suitable-alternative-empl][^uk-tulrca-1992-ss-188-193-194] 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. [^eversheds-sutherland-the-uk-employment-rights-bi][^dla-piper-consultations-on-the-trigger-for-colle] 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. [^baker-mckenzie-strategic-reductions-in-force] 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. [^eversheds-sutherland-the-most-important-question] 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. [^eversheds-sutherland-the-uk-employment-rights-bi][^dla-piper-consultations-on-the-trigger-for-colle][^uk-tulrca-1992-ss-188-193-194] ## How is Canada different when AI replaces employees across provinces? {#how-is-canada-different-when-ai-replaces-employees-across-provinces} **Short answer.** 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. [^ontario-employment-standards-act-2000-ss-58-64-6][^british-columbia-employment-standards-act-ss-63][^quebec-act-respecting-labour-standards-s-84-0-4][^alberta-employment-standards-code-ss-55-57-and-1] 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. [^ontario-employment-standards-act-2000-ss-58-64-6][^british-columbia-employment-standards-act-ss-63][^alberta-employment-standards-code-ss-55-57-and-1] Quebec is closer to the European framing. Section 84.0.4 requires notice of a collective dismissal for "technological or economic reasons"[^quebec-act-respecting-labour-standards-s-84-0-4] and the CNESST materials explain the corresponding notice periods and postings. [^quebec-act-respecting-labour-standards-s-84-0-4][^cnesst-licenciement-collectif] 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. [^ontario-employment-standards-act-2000-ss-58-64-6][^british-columbia-employment-standards-act-ss-63][^quebec-act-respecting-labour-standards-s-84-0-4][^alberta-employment-standards-code-ss-55-57-and-1] ## When is an AI-replaced job a genuine redundancy in Australia? {#when-is-an-ai-replaced-job-a-genuine-redundancy-in-australia} **Short answer.** 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. [^australia-fair-work-act-2009-s-389-2][^australia-fair-work-ombudsman-redundancy-2] 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. [^helensburgh-coal-pty-ltd-v-bartley-2025-hca-29][^baker-mckenzie-high-court-clarifies-genuine-redu] 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. [^fair-work-commission-unfair-dismissals-benchbook][^fair-work-commission-job-no-longer-required-due] ## Can an AI-first strategy prove a cross-border layoff is lawful? {#can-an-ai-first-strategy-prove-a-cross-border-layoff-is-lawful} **Short answer.** 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. [^tobias-lutke-public-post-reproducing-shopify-mem][^first-round-from-memo-to-movement-shopify-s-cult][^box-ai-first-transformation-box-s-principles-str] The statutory file still turns on org charts, task maps, consultation packs, redeployment logs, and technical memoranda. [^baker-mckenzie-strategic-reductions-in-force-2][^spain-royal-decree-1483-2012-arts-3-5-2][^france-code-du-travail-art-l1233-3-2] 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. [^germany-protection-against-unfair-dismissal-act-2][^france-code-du-travail-art-l1233-3-2][^spain-workers-statute-art-51-2][^uk-employment-rights-act-1996-s-139-2][^australia-fair-work-act-2009-s-389-3][^ontario-employment-standards-act-2000-ss-58-64-6-2] ## How much surviving work can defeat an AI redundancy case? {#how-much-surviving-work-defeats-an-ai-redundancy-case} **Short answer.** 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. [^murray-v-foyle-meats-ltd-1999-ukhl-30-2][^helensburgh-coal-pty-ltd-v-bartley-2025-hca-29-2][^france-code-du-travail-art-l1233-3-3][^spain-workers-statute-art-51-3] 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. [^reuters-sweden-s-klarna-says-ai-chatbots-help-sh][^reuters-sweden-s-klarna-shifts-ai-focus-from-cos] 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. [^uk-employment-rights-act-1996-s-139-3][^murray-v-foyle-meats-ltd-1999-ukhl-30-2][^fair-work-commission-job-no-longer-required-due-2] 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. [^helensburgh-coal-pty-ltd-v-bartley-2025-hca-29-2][^france-code-du-travail-art-l1233-3-3] 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. [^council-directive-98-59-ec-art-2-2][^cjeu-case-c-589-22-j-l-o-g-and-j-j-o-p-v-resorts-2] 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. [^baker-mckenzie-high-court-clarifies-genuine-redu-2] 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. [^eversheds-sutherland-the-uk-employment-rights-bi-2][^dla-piper-consultations-on-the-trigger-for-colle-2] ## Can AI readiness metrics create layoff selection risk? {#can-ai-readiness-metrics-create-layoff-selection-risk} **Short answer.** 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. [^france-code-du-travail-art-l1233-3-4][^spain-workers-statute-art-51-4][^spain-royal-decree-1483-2012-arts-3-5-3][^germany-works-constitution-act-s-102-2][^fair-work-commission-unfair-dismissals-benchbook-2] 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. [^france-code-du-travail-art-l1233-3-4][^spain-workers-statute-art-51-4][^spain-royal-decree-1483-2012-arts-3-5-3][^fair-work-commission-unfair-dismissals-benchbook-2] [^about]: By Steven Obiajulu, J.D. Published by [openagreements.org](https://openagreements.org). Last reviewed 2026-04-20. License: CC BY 4.0. Steven Obiajulu, J.D. edits this topic article for Federal + multi-state coverage. It synthesizes legal sources and is not legal advice. This article is for informational purposes only and does not create an attorney-client relationship. [^council-directive-98-59-ec-art-2]: **Council Directive 98/59/EC, art. 2** — "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;" *Council Directive 98/59/EC, art. 2.* [^germany-protection-against-unfair-dismissal-act]: **Germany, Protection Against Unfair Dismissal Act (KSchG)** — "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." *Germany, Protection Against Unfair Dismissal Act (KSchG).* [^france-code-du-travail-art-l1233-3]: **France, Code du travail art. L1233-3** — "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" *France, Code du travail art. L1233-3.* [^spain-workers-statute-art-51]: **Spain, Workers' Statute art. 51** — "Artículo 51" *Spain, Workers' Statute art. 51.* [^uk-employment-rights-act-1996-s-139]: **UK Employment Rights Act 1996, s.139** — "for employees to carry out work of a particular kind" *UK Employment Rights Act 1996, s.139.* [^australia-fair-work-act-2009-s-389]: **Australia, Fair Work Act 2009, s.389** — "389 Meaning of genuine redundancy" *Australia, Fair Work Act 2009, s.389.* [^germany-works-constitution-act-s-102]: **Germany, Works Constitution Act, s.102** — "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." *Germany, Works Constitution Act, s.102.* [^france-code-du-travail-arts-l1233-8-and-l1233-61]: **France, Code du travail arts. L1233-8 and L1233-61** — "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" *France, Code du travail arts. L1233-8 and L1233-61.* [^spain-royal-decree-1483-2012-arts-3-5]: **Spain, Royal Decree 1483/2012 arts. 3-5** — "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." *Spain, Royal Decree 1483/2012 arts. 3-5.* [^uk-tulrca-1992-ss-188-193-194]: **UK TULRCA 1992, ss.188, 193, 194** — "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" *UK TULRCA 1992, ss.188, 193, 194.* [^australia-fair-work-ombudsman-redundancy]: **Australia, Fair Work Ombudsman, Redundancy** — "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." *Australia, Fair Work Ombudsman, Redundancy.* [^cjeu-case-c-589-22-j-l-o-g-and-j-j-o-p-v-resorts]: **CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels Internat...** — "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." *CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels International SL.* [^france-code-du-travail-arts-l1234-9-and-r1234-2]: **France, Code du travail arts. L1234-9 and R1234-2** — "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." *France, Code du travail arts. L1234-9 and R1234-2.* [^murray-v-foyle-meats-ltd-1999-ukhl-30]: **Murray v Foyle Meats Ltd [1999] UKHL 30** — "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." *Murray v Foyle Meats Ltd [1999] UKHL 30.* [^uk-government-guidance-suitable-alternative-empl]: **UK government guidance, Suitable alternative employment** — "Your redundancy could be an unfair dismissal if your employer has suitable alternative employment and they do not offer it to you." *UK government guidance, Suitable alternative employment.* [^eversheds-sutherland-the-uk-employment-rights-bi]: **Eversheds Sutherland commentary** — "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" *Eversheds Sutherland, The UK Employment Rights Bill: changes to collective redundancies.* [^dla-piper-consultations-on-the-trigger-for-colle]: **DLA Piper commentary** — "the ERA will introduce an additional trigger which will aggregate proposed dismissals across the organisation." *DLA Piper, Consultations on the trigger for collective redundancy consultation.* [^baker-mckenzie-strategic-reductions-in-force]: **Baker McKenzie commentary** — "Executing reductions in force across multiple jurisdictions requires expert coordination and planning across a varied legal landscape." *Baker McKenzie, Strategic Reductions in Force.* [^eversheds-sutherland-the-most-important-question]: **Eversheds Sutherland commentary** — "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." *Eversheds Sutherland, The most important questions and answers on the topic of downsizing.* [^ontario-employment-standards-act-2000-ss-58-64-6]: **Ontario Employment Standards Act, 2000, ss.58, 64, 65** — "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." *Ontario Employment Standards Act, 2000, ss.58, 64, 65.* [^british-columbia-employment-standards-act-ss-63]: **British Columbia Employment Standards Act, ss.63, 64** — "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." *British Columbia Employment Standards Act, ss.63, 64.* [^quebec-act-respecting-labour-standards-s-84-0-4]: **Quebec Act respecting labour standards, s.84.0.4** — "technological or economic reasons" *Quebec Act respecting labour standards, s.84.0.4.* [^alberta-employment-standards-code-ss-55-57-and-1]: **Alberta Employment Standards Code, ss.55-57 and 137** — "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)." *Alberta Employment Standards Code, ss.55-57 and 137.* [^cnesst-licenciement-collectif]: **CNESST, Licenciement collectif** — "L’employeur qui ne transmet pas l’avis de licenciement collectif dans les délais prévus pourrait devoir payer une amende" *CNESST, Licenciement collectif.* [^australia-fair-work-act-2009-s-389-2]: **Australia, Fair Work Act 2009, s.389** — "389 Meaning of genuine redundancy" *Australia, Fair Work Act 2009, s.389.* [^australia-fair-work-ombudsman-redundancy-2]: **Australia, Fair Work Ombudsman, Redundancy** — "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." *Australia, Fair Work Ombudsman, Redundancy.* [^helensburgh-coal-pty-ltd-v-bartley-2025-hca-29]: **Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29** — "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." *Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29.* [^baker-mckenzie-high-court-clarifies-genuine-redu]: **Baker McKenzie commentary** — "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." *Baker McKenzie, High Court clarifies genuine redundancy requirements.* [^fair-work-commission-unfair-dismissals-benchbook]: **Fair Work Commission, Unfair dismissals benchbook** — "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." *Fair Work Commission, Unfair dismissals benchbook.* [^fair-work-commission-job-no-longer-required-due]: **Fair Work Commission, Job no longer required due to changes in operational re...** — "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'" *Fair Work Commission, Job no longer required due to changes in operational requirements.* [^tobias-lutke-public-post-reproducing-shopify-mem]: **Tobias Lutke, public post reproducing Shopify memo** — "Reflexive AI usage is now a baseline expectation at Shopify" *Tobias Lutke, public post reproducing Shopify memo.* [^first-round-from-memo-to-movement-shopify-s-cult]: **First Round, From Memo to Movement: Shopify's Cultural Adoption of AI** — "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." *First Round, From Memo to Movement: Shopify's Cultural Adoption of AI.* [^box-ai-first-transformation-box-s-principles-str]: **Box, AI-First Transformation: Box's Principles, Strategy, and Execution Framework** — "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." *Box, AI-First Transformation: Box's Principles, Strategy, and Execution Framework.* [^baker-mckenzie-strategic-reductions-in-force-2]: **Baker McKenzie commentary** — "Executing reductions in force across multiple jurisdictions requires expert coordination and planning across a varied legal landscape." *Baker McKenzie, Strategic Reductions in Force.* [^spain-royal-decree-1483-2012-arts-3-5-2]: **Spain, Royal Decree 1483/2012 arts. 3-5** — "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." *Spain, Royal Decree 1483/2012 arts. 3-5.* [^france-code-du-travail-art-l1233-3-2]: **France, Code du travail art. L1233-3** — "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" *France, Code du travail art. L1233-3.* [^germany-protection-against-unfair-dismissal-act-2]: **Germany, Protection Against Unfair Dismissal Act (KSchG)** — "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." *Germany, Protection Against Unfair Dismissal Act (KSchG).* [^spain-workers-statute-art-51-2]: **Spain, Workers' Statute art. 51** — "Artículo 51" *Spain, Workers' Statute art. 51.* [^uk-employment-rights-act-1996-s-139-2]: **UK Employment Rights Act 1996, s.139** — "for employees to carry out work of a particular kind" *UK Employment Rights Act 1996, s.139.* [^australia-fair-work-act-2009-s-389-3]: **Australia, Fair Work Act 2009, s.389** — "389 Meaning of genuine redundancy" *Australia, Fair Work Act 2009, s.389.* [^ontario-employment-standards-act-2000-ss-58-64-6-2]: **Ontario Employment Standards Act, 2000, ss.58, 64, 65** — "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." *Ontario Employment Standards Act, 2000, ss.58, 64, 65.* [^murray-v-foyle-meats-ltd-1999-ukhl-30-2]: **Murray v Foyle Meats Ltd [1999] UKHL 30** — "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." *Murray v Foyle Meats Ltd [1999] UKHL 30.* [^helensburgh-coal-pty-ltd-v-bartley-2025-hca-29-2]: **Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29** — "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." *Helensburgh Coal Pty Ltd v Bartley [2025] HCA 29.* [^france-code-du-travail-art-l1233-3-3]: **France, Code du travail art. L1233-3** — "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" *France, Code du travail art. L1233-3.* [^spain-workers-statute-art-51-3]: **Spain, Workers' Statute art. 51** — "Artículo 51" *Spain, Workers' Statute art. 51.* [^reuters-sweden-s-klarna-says-ai-chatbots-help-sh]: **Reuters, Sweden's Klarna says AI chatbots help shrink headcount** — "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" *Reuters, Sweden's Klarna says AI chatbots help shrink headcount.* [^reuters-sweden-s-klarna-shifts-ai-focus-from-cos]: **Reuters, Sweden's Klarna shifts AI focus from cost cuts to 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." *Reuters, Sweden's Klarna shifts AI focus from cost cuts to growth.* [^uk-employment-rights-act-1996-s-139-3]: **UK Employment Rights Act 1996, s.139** — "for employees to carry out work of a particular kind" *UK Employment Rights Act 1996, s.139.* [^fair-work-commission-job-no-longer-required-due-2]: **Fair Work Commission, Job no longer required due to changes in operational re...** — "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'" *Fair Work Commission, Job no longer required due to changes in operational requirements.* [^council-directive-98-59-ec-art-2-2]: **Council Directive 98/59/EC, art. 2** — "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;" *Council Directive 98/59/EC, art. 2.* [^cjeu-case-c-589-22-j-l-o-g-and-j-j-o-p-v-resorts-2]: **CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels Internat...** — "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." *CJEU, Case C-589/22, J.L.O.G. and J.J.O.P. v Resorts Mallorca Hotels International SL.* [^baker-mckenzie-high-court-clarifies-genuine-redu-2]: **Baker McKenzie commentary** — "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." *Baker McKenzie, High Court clarifies genuine redundancy requirements.* [^eversheds-sutherland-the-uk-employment-rights-bi-2]: **Eversheds Sutherland commentary** — "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" *Eversheds Sutherland, The UK Employment Rights Bill: changes to collective redundancies.* [^dla-piper-consultations-on-the-trigger-for-colle-2]: **DLA Piper commentary** — "the ERA will introduce an additional trigger which will aggregate proposed dismissals across the organisation." *DLA Piper, Consultations on the trigger for collective redundancy consultation.* [^france-code-du-travail-art-l1233-3-4]: **France, Code du travail art. L1233-3** — "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" *France, Code du travail art. L1233-3.* [^spain-workers-statute-art-51-4]: **Spain, Workers' Statute art. 51** — "Artículo 51" *Spain, Workers' Statute art. 51.* [^spain-royal-decree-1483-2012-arts-3-5-3]: **Spain, Royal Decree 1483/2012 arts. 3-5** — "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." *Spain, Royal Decree 1483/2012 arts. 3-5.* [^germany-works-constitution-act-s-102-2]: **Germany, Works Constitution Act, s.102** — "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." *Germany, Works Constitution Act, s.102.* [^fair-work-commission-unfair-dismissals-benchbook-2]: **Fair Work Commission, Unfair dismissals benchbook** — "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." *Fair Work Commission, Unfair dismissals benchbook.*