{"meta":{"name":"GOT REPL(AI)CED? 2026 Layoff Tracker","generated":"2026-10-18","coverage":{"start":"2026-01-01","end":"2026-10-18"},"count":1103,"total_workers":372490,"events_with_headcount":980,"bands":{"High":{"events":42,"workers":70502},"Mid-high":{"events":10,"workers":18571},"Mid":{"events":17,"workers":14413},"Low":{"events":110,"workers":48051},"Minimal":{"events":924,"workers":220953}},"histogram":[459,573,2,6,11,6,4,14,10,18],"by_primary_type":{"company":27,"SEC":170,"news":49,"WARN":857},"warn":{"location_rows":1757,"workers":152124,"states":{"CA":{"rows":1167,"workers":58927,"page":"https://edd.ca.gov/en/jobs_and_training/Layoff_Services_WARN","ok":true},"TX":{"rows":109,"workers":17370,"page":"https://www.twc.texas.gov/data-reports/warn-notice","ok":true},"NJ":{"rows":113,"workers":14131,"page":"https://www.nj.gov/labor/business-services/layoffs-and-closing/file-warn-notice/","ok":true},"CO":{"rows":46,"workers":5501,"page":"https://cdle.colorado.gov/employers/layoff-separations/layoff-warn-list","ok":true},"PA":{"rows":61,"workers":9937,"page":"https://www.pa.gov/agencies/dli/programs-services/workforce-development-home/warn-requirements/warn-notices","ok":true},"IL":{"rows":134,"workers":18533,"page":"https://www.illinoisworknet.com/LayoffRecovery/Pages/ArchivedWARNReports.aspx","ok":true},"WA":{"rows":127,"workers":27725,"page":"https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database","ok":true}}},"challenger":{"label":"Challenger, Gray & Christmas: U.S. announced job cuts, Jan–Sep 2026","total":573195,"ai_cited":120136,"tech":165925,"source":"https://www.challengergray.com/wp-content/uploads/2026/10/Challenger-Report-September-2026.pdf"},"score_note":"AI score = evidence-based estimate from a published rubric, not a measured probability."},"entries":[{"id":"block-2026-02","company":"Block (Square, Cash App)","date":"2026-02-26","month":"2026-02","headcount":4000,"headcount_basis":"announced","headcount_display":"4,000+ (~40%)","warn_workers":108,"warn_sites":2,"states":["CA","CO"],"locations":"US","country":"US","industry":"Fintech","sector":"Technology","reason":"CEO Jack Dorsey: 'Intelligence tools have changed what it means to build and run a company.' 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6-K restructuring charges cite operational excellence, automation and GenAI deployment.","ai_score":86,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; +3 primary source","evidence_tags":["ai_cited_reason","ai_exposed_roles","primary_source"],"sources":["https://investors.amdocs.com/static-files/e160085f-ac68-495a-b203-725f100fa300","https://en.globes.co.il/en/article-amdocs-to-lay-off-3000-employees-1001544263"],"source_count":2,"source_types":["SEC"],"primary_type":"SEC","notes":"Headcount is a press report, not company-confirmed; excluded from totals."},{"id":"fico-2026-10","company":"FICO (Fair Isaac)","date":"2026-10-06","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"Undisclosed (~15%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US","country":"US","industry":"Credit Analytics / Software","sector":"Technology","reason":"8-K lists 'integrating AI-driven product development' among reasons for cutting ~15% of positions.","ai_score":86,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; +3 primary source","evidence_tags":["ai_cited_reason","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/814547/000119312526415732/d127042d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"Headcount not disclosed; third-party estimates (e.g. 570) not used."},{"id":"paypal-2026-05","company":"PayPal","date":"2026-05-05","month":"2026-05","headcount":4500,"headcount_basis":"announced","headcount_display":"~20% over 2–3 years (~4,500+)","warn_workers":251,"warn_sites":1,"states":["CA"],"locations":"US / Global","country":"US","industry":"Fintech","sector":"Technology","reason":"New CEO's turnaround cuts ~20% of staff, removing layers and leaning on automation and AI; 'becoming a technology company again.'","ai_score":83,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Cost-cutting / efficiency","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles","evidence_tags":["ai_cited_reason","exec_ai_efficiency","cost_cutting","ai_exposed_roles","multi_year"],"sources":["https://www.bloomberg.com/news/articles/2026-05-05/paypal-plans-job-cuts-as-fintech-s-new-ceo-pursues-turnaround-strategy","https://techcrunch.com/2026/05/05/paypal-says-its-becoming-a-technology-company-again-that-means-ai/","https://www.latimes.com/business/story/2026-09-04/paypal-adds-another-round-of-layoffs","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx"],"source_count":4,"source_types":["WARN","news"],"primary_type":"news","notes":""},{"id":"visa-2026-07","company":"Visa","date":"2026-07-28","month":"2026-07","headcount":2600,"headcount_basis":"announced","headcount_display":"~2,600 (7%)","warn_workers":390,"warn_sites":2,"states":["CA","WA"],"locations":"US / Global","country":"US","industry":"Payments / Fintech","sector":"Technology","reason":"Cutting ~7%, mostly tech and product teams; AI helps cut repetitive work and speed development, though company said AI isn't the only reason. $563M charge.","ai_score":83,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Cost-cutting / efficiency","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles","evidence_tags":["ai_cited_reason","cost_cutting","ai_exposed_roles"],"sources":["https://www.reuters.com/business/world-at-work/visa-plans-cut-7-workforce-bloomberg-reports-2026-07-28/","https://www.americanbanker.com/payments/news/visa-layoffs-will-cut-7-of-its-workforce","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":4,"source_types":["WARN","news"],"primary_type":"news","notes":""},{"id":"ukg-2026-04","company":"UKG","date":"2026-04-20","month":"2026-04","headcount":950,"headcount_basis":"announced","headcount_display":"~950 (6%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US (MA, FL) / Global","country":"US","industry":"HR / Payroll Software","sector":"Technology","reason":"Restructuring attributed to AI-driven technology change, customer expectations and competition.","ai_score":83,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles","evidence_tags":["ai_cited_reason","ai_exposed_roles"],"sources":["https://www.bizjournals.com/boston/news/2026/04/20/ukg-layoffs-2026.html","https://www.miamiherald.com/news/business/article315439153.html"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"bat-2026-06","company":"British American Tobacco","date":"2026-06-29","month":"2026-06","headcount":5500,"headcount_basis":"announced","headcount_display":"~5,500 cut + 3,500 outsourced (9,000 roles)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Global (ex-US)","country":"UK","industry":"Tobacco / Consumer Products","sector":"Manufacturing & Industrial","reason":"Fit2Win programme: 5,500 roles cut and 3,500 moved to partners like Accenture; streamlining with AI and outsourcing.","ai_score":81,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Outsourcing / offshoring, Cost-cutting / efficiency","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; +3 primary source; -5 co-cited non-AI causes","evidence_tags":["ai_cited_reason","outsourcing","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.bat.com/media/press-releases/_2026/june/creating-a-stronger-bat-through-fit2win-transformation-programme","https://www.theguardian.com/business/2026/jun/29/british-american-tobacco-bat-cut-jobs-ai","https://www.bbc.com/news/articles/c3vyen243dno"],"source_count":3,"source_types":["company"],"primary_type":"company","notes":""},{"id":"wix-2026-05","company":"Wix","date":"2026-05-28","month":"2026-05","headcount":1000,"headcount_basis":"announced","headcount_display":"~1,000 (20%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Israel / Global","country":"Israel","industry":"Software","sector":"Technology","reason":"CEO cited rapid AI evolution, a strong shekel and the need for a flatter organization.","ai_score":81,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Currency / cost pressure","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; +3 primary source; -5 co-cited non-AI causes","evidence_tags":["ai_cited_reason","currency_costs","ai_exposed_roles","primary_source"],"sources":["https://www.reuters.com/business/world-at-work/israeli-website-creator-wixcom-cuts-1000-jobs-due-strong-shekel-growth-ai-2026-05-28/","https://www.sec.gov/Archives/edgar/data/1576789/000162828026041382/wix-6xkxjunereorganization.htm"],"source_count":2,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"commerzbank-2026-05","company":"Commerzbank","date":"2026-05-08","month":"2026-05","headcount":3000,"headcount_basis":"announced","headcount_display":"~3,000","warn_workers":null,"warn_sites":0,"states":[],"locations":"Germany","country":"Germany","industry":"Banking","sector":"Finance & Insurance","reason":"Job cuts to lift profit targets while fending off UniCredit; CEO said AI will drive a large share of the reductions.","ai_score":78,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Fending off a takeover","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["ai_cited_reason","takeover_defense","ai_exposed_roles"],"sources":["https://www.reuters.com/business/finance/commerzbank-upgrades-targets-it-fends-off-unicredit-takeover-2026-05-08/","https://www.wsj.com/business/earnings/commerzbank-to-cut-3-000-jobs-spend-on-ai-as-it-raises-targets-amid-unicredit-bid-0c724537"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"dow-2026-01","company":"Dow","date":"2026-01-29","month":"2026-01","headcount":4500,"headcount_basis":"announced","headcount_display":"~4,500 (~13%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / Global","country":"US","industry":"Chemicals / Manufacturing","sector":"Manufacturing & Industrial","reason":"'Transform to Outperform' plan uses 'AI and automation' to streamline end-to-end processes.","ai_score":76,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Cost-cutting / efficiency, Weak demand, lost customer or contract","score_steps":"base 78 (ai_cited_reason); +3 primary source; -5 co-cited non-AI causes","evidence_tags":["ai_cited_reason","cost_cutting","demand_or_customer_loss","primary_source"],"sources":["https://corporate.dow.com/en-us/news/press-releases/dow-launches-transform-to-outperform-to-raise-the-competitive-in.html","https://apnews.com/article/dow-amazon-ups-ai-trump-7b220683a25cd32912523bfe2dfb8e5f","https://www.sec.gov/Archives/edgar/data/1751788/000175178826000009/dow-20260126.htm"],"source_count":3,"source_types":["SEC","company"],"primary_type":"company","notes":""},{"id":"gemini-2026-02","company":"Gemini (crypto exchange)","date":"2026-02-05","month":"2026-02","headcount":200,"headcount_basis":"announced","headcount_display":"Up to 200 (~25%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / UK / EU / Australia","country":"US","industry":"Crypto / Fintech","sector":"Technology","reason":"Exiting UK, EU and Australia; company said AI is raising productivity across engineering and non-engineering roles.","ai_score":76,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Exiting markets, Weak demand, lost customer or contract","score_steps":"base 78 (ai_cited_reason); +5 AI-exposed roles; +3 primary source; -10 co-cited non-AI causes","evidence_tags":["ai_cited_reason","market_exit","demand_or_customer_loss","ai_exposed_roles","primary_source"],"sources":["https://www.reuters.com/business/world-at-work/gemini-space-station-plans-cut-200-jobs-2026-02-05/","https://decrypt.co/357070/crypto-exchange-gemini-slashes-jobs-amid-exit-from-europe-australia","https://www.sec.gov/Archives/edgar/data/2055592/000205559226000008/gemi-20260205.htm"],"source_count":3,"source_types":["SEC","news"],"primary_type":"news","notes":""},{"id":"heineken-2026-02","company":"Heineken","date":"2026-02-11","month":"2026-02","headcount":5000,"headcount_basis":"announced","headcount_display":"5,000–6,000 over 2 years","warn_workers":null,"warn_sites":0,"states":[],"locations":"Global","country":"Netherlands","industry":"Beverages","sector":"Food & Agriculture","reason":"Up to 6,000 roles (~7%) cut for productivity savings amid weak beer demand; AI and digitization part of the savings.","ai_score":73,"ai_band":"High","score_rationale":"Company names AI/automation among the stated reasons for the cuts; also: Weak demand, lost customer or contract, Cost-cutting / efficiency","score_steps":"base 78 (ai_cited_reason); -5 co-cited non-AI causes","evidence_tags":["ai_cited_reason","demand_or_customer_loss","cost_cutting","multi_year"],"sources":["https://www.cnbc.com/2026/02/11/heineken-slash-6000-jobs-ai-productivity-savings-.html","https://www.theheinekencompany.com/newsroom/heineken-nv-reports-2025-full-year-results/"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":"Totals use the low end (5,000)."},{"id":"microsoft-2026-07","company":"Microsoft","date":"2026-07-06","month":"2026-07","headcount":4800,"headcount_basis":"announced","headcount_display":"~4,800 (2.1%)","warn_workers":882,"warn_sites":2,"states":["WA"],"locations":"US / Global","country":"US","industry":"Software / Cloud","sector":"Technology","reason":"Company transformation memo: roles cut across sales and Xbox as it reshapes around AI; Reuters framed it as part of the AI-driven layoff wave.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","exec_ai_efficiency","ai_exposed_roles","primary_source"],"sources":["https://www.reuters.com/business/world-at-work/microsoft-joins-ai-driven-tech-layoff-wave-with-4800-job-cuts-2026-07-06/","https://blogs.microsoft.com/blog/2026/07/06/the-latest-in-our-company-transformation/","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":3,"source_types":["WARN","company"],"primary_type":"company","notes":""},{"id":"autodesk-2026-01","company":"Autodesk","date":"2026-01-22","month":"2026-01","headcount":1000,"headcount_basis":"announced","headcount_display":"~1,000 (7%)","warn_workers":104,"warn_sites":1,"states":["CA"],"locations":"US / Global","country":"US","industry":"Software","sector":"Technology","reason":"Cuts mainly in sales; resources redirected to AI and cloud platform.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/769397/000076939726000006/ceoemlfinal.htm","https://www.reuters.com/business/world-at-work/autodesk-lay-off-about-7-workforce-2026-01-22/","https://www.sec.gov/Archives/edgar/data/769397/000076939726000006/adsk-20260122.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":4,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":""},{"id":"rackspace-2026-06","company":"Rackspace Technology","date":"2026-06-10","month":"2026-06","headcount":750,"headcount_basis":"announced","headcount_display":"~750 (15%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US (TX) / Global","country":"US","industry":"IT Services / Cloud","sector":"Technology","reason":"8-K: cutting legacy public-cloud delivery roles and redirecting resources to enterprise AI infrastructure and AI solutions.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1810019/000181001926000058/rxt-20260610.htm","https://www.bizjournals.com/sanantonio/news/2026/06/16/rackspace-slashes-local-workforce.html"],"source_count":2,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"cisco-2026-05","company":"Cisco","date":"2026-05-13","month":"2026-05","headcount":471,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"471 in WARN notices (Fewer than 4,000 (<5%))","warn_workers":471,"warn_sites":3,"states":["CA"],"locations":"US / Global","country":"US","industry":"Networking Hardware","sector":"Technology","reason":"Restructuring redirects investment to silicon, optics, security and AI.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","ai_exposed_roles","primary_source"],"sources":["https://blogs.cisco.com/news/our-path-forward","https://www.reuters.com/technology/cisco-raises-annual-revenue-forecast-2026-05-13/","https://www.sec.gov/Archives/edgar/data/858877/000085887726000075/csco-20260513.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":4,"source_types":["SEC","WARN","company"],"primary_type":"company","notes":"Only an upper bound given; excluded from totals."},{"id":"sprout-2026-07","company":"Sprout Social","date":"2026-07-15","month":"2026-07","headcount":260,"headcount_basis":"announced","headcount_display":"~260 (20%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US (IL) / Global","country":"US","industry":"Software","sector":"Technology","reason":"8-K: streamlining and redirecting costs toward AI-powered social intelligence and its Trellis AI agent.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1517375/000151737526000061/spt-20260630.htm","https://sproutsocial.com/insights/press/a-letter-from-sprout-social-ceo/","https://www.sec.gov/Archives/edgar/data/1517375/000151737526000052/spt-20260715.htm"],"source_count":3,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"pinterest-2026-01","company":"Pinterest","date":"2026-01-27","month":"2026-01","headcount":118,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"118 in WARN notices (Undisclosed (<15%))","warn_workers":118,"warn_sites":3,"states":["CA"],"locations":"US","country":"US","industry":"Social Media","sector":"Technology","reason":"8-K: restructuring reallocates resources to AI-focused roles and AI-powered products.","ai_score":73,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source","evidence_tags":["fund_ai","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1506293/000150629326000009/pins-20260122.htm","https://www.reuters.com/business/world-at-work/pinterest-cuts-nearly-15-jobs-redirect-resources-ai-2026-01-27/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":""},{"id":"meta-2026-04","company":"Meta","date":"2026-04-23","month":"2026-04","headcount":8000,"headcount_basis":"announced","headcount_display":"~8,000 first wave (10%)","warn_workers":5105,"warn_sites":11,"states":["CA","NJ","WA"],"locations":"US / Global","country":"US","industry":"Social Media / Tech","sector":"Technology","reason":"First wave of ~10% of staff cut on May 20 to offset massive AI infrastructure spending; more cuts planned later in 2026.","ai_score":70,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles","evidence_tags":["fund_ai","exec_ai_efficiency","ai_exposed_roles"],"sources":["https://www.reuters.com/world/meta-targets-may-20-first-wave-layoffs-additional-cuts-later-2026-2026-04-17/","https://www.theguardian.com/technology/2026/apr/23/meta-microsoft-tech-ai-layoffs","https://www.reuters.com/business/world-at-work/meta-planning-sweeping-layoffs-ai-costs-mount-2026-03-14/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://www.nj.gov/labor/assets/PDFs/WARN/2026_WARN_Notice_Archive.pdf","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":6,"source_types":["WARN","news"],"primary_type":"news","notes":"Reuters first reported plans for 20%+ (≈16,000) in March. NY WARN shows 1,160 Meta workers."},{"id":"oracle-2026-03","company":"Oracle","date":"2026-03-31","month":"2026-03","headcount":1177,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"1,177 in WARN notices (Thousands (not confirmed; reports 20,000–30,000))","warn_workers":1177,"warn_sites":5,"states":["CA","WA"],"locations":"US / Global","country":"US","industry":"Software / Cloud","sector":"Technology","reason":"Layoffs affecting thousands began as Oracle pours money into AI data centers; reports tied cuts to funding AI infrastructure.","ai_score":70,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles","evidence_tags":["fund_ai","press_ai_link","ai_exposed_roles"],"sources":["https://www.cnbc.com/2026/03/31/oracle-layoffs-ai-spending.html","https://www.reuters.com/business/world-at-work/oracle-begins-cutting-thousands-jobs-cnbc-reports-2026-03-31/","https://www.businessinsider.com/oracle-layoffs-head-count-number-fall-restructuring-cost-2026-6","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":5,"source_types":["WARN","news"],"primary_type":"news","notes":"Oracle did not confirm a total. Headcount fell ~21,000 year over year (net change incl. attrition). Washington WARN: 491."},{"id":"ticketmaster-2026-05","company":"Ticketmaster (Live Nation)","date":"2026-05-06","month":"2026-05","headcount":350,"headcount_basis":"announced","headcount_display":"~350 (8%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Global (25 countries)","country":"US","industry":"Live Events / Ticketing","sector":"Media & Entertainment","reason":"Engineering, product and design cuts for flatter teams and more investment in AI-driven ticketing features.","ai_score":70,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles","evidence_tags":["fund_ai","ai_exposed_roles"],"sources":["https://news.pollstar.com/2026/05/06/ticketmaster-cuts-8-of-staff-350-employees-primarily-in-engineering-product-design/","https://www.iqmagazine.com/2026/05/ticketmaster-confirms-around-350-layoffs/"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"arcticwolf-2026-05","company":"Arctic Wolf","date":"2026-05-06","month":"2026-05","headcount":250,"headcount_basis":"announced","headcount_display":"~250 (<10%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / Canada","country":"US","industry":"Cybersecurity","sector":"Technology","reason":"Restructuring to fund its AI platform and agentic SOC.","ai_score":70,"ai_band":"High","score_rationale":"Cuts made to fund or redirect resources to AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles","evidence_tags":["fund_ai","ai_exposed_roles"],"sources":["https://www.theregister.com/ai-and-ml/2026/05/06/arctic-wolf-cuts-250-jobs-in-ai-push/5231213","https://itdaily.com/news/business/arctic-wolf-cuts-250-jobs/"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"hdfc-2026-07","company":"HDFC Bank","date":"2026-07-12","month":"2026-07","headcount":null,"headcount_basis":"net headcount change (shown, not counted)","headcount_display":"3,343 (net FY26 workforce drop)","warn_workers":null,"warn_sites":0,"states":[],"locations":"India","country":"India","industry":"Banking","sector":"Finance & Insurance","reason":"Annual report: non-supervisory staff down 8,153 as AI and automation cut back-end work; managers up 4,810.","ai_score":68,"ai_band":"Mid-high","score_rationale":"Credible reporting or company data shows AI/automation absorbing the work; also: Net headcount decline disclosed (not an announced layoff)","score_steps":"base 60 (ai_replacing_work_reported); +5 AI-exposed roles; +3 primary source","evidence_tags":["ai_replacing_work_reported","net_headcount_change","ai_exposed_roles","primary_source"],"sources":["https://www.cnbctv18.com/market/hdfc-bank-workforce-drops-by-over-3300-as-operations-automated-19943998.htm","https://www.hdfc.bank.in/content/dam/hdfcbankpws/in/en/pdf/annual-reports/2025-26/reports/HDFC_Bank_IR26.pdf"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":"Net headcount change, not an announced layoff program."},{"id":"thomsonreuters-2026-07","company":"Thomson Reuters","date":"2026-07-13","month":"2026-07","headcount":null,"headcount_basis":null,"headcount_display":"'Small number' (employee said up to 500)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Global","country":"Canada","industry":"Information Services","sector":"Technology","reason":"Cutting engineering roles while expanding AI and hiring 250+ senior, AI-native engineers.","ai_score":67,"ai_band":"Mid-high","score_rationale":"Roles cut while hiring 'AI-native' replacements","score_steps":"base 62 (ai_reskill_replace); +5 AI-exposed roles","evidence_tags":["ai_reskill_replace","ai_exposed_roles"],"sources":["https://www.reuters.com/legal/litigation/thomson-reuters-cut-small-number-engineering-jobs-2026-07-13/"],"source_count":1,"source_types":["news"],"primary_type":"news","notes":"No confirmed count; excluded from totals."},{"id":"hsbc-2026-03","company":"HSBC","date":"2026-03-19","month":"2026-03","headcount":null,"headcount_basis":null,"headcount_display":"Up to ~20,000 under consideration (not confirmed)","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK / Global","country":"UK","industry":"Banking","sector":"Finance & Insurance","reason":"Reported to be weighing cuts of up to ~20,000 middle- and back-office roles over 3–5 years as AI takes over work; later confirmed AI-related consultations in UK wealth unit.","ai_score":65,"ai_band":"Mid-high","score_rationale":"Press or analysts tied the cuts to AI; company did not","score_steps":"base 60 (ai_replacing_work_reported); +5 AI-exposed roles","evidence_tags":["press_ai_link","ai_replacing_work_reported","ai_exposed_roles","multi_year"],"sources":["https://www.reuters.com/business/world-at-work/hsbc-mulls-job-cuts-that-could-impact-around-20000-roles-bloomberg-news-reports-2026-03-19/","https://www.france24.com/en/live-news/20261007-hsbc-consults-over-uk-unit-job-cuts-amid-ai-adoption"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":"Preliminary, no final decision. Not counted in totals."},{"id":"centrica-2026-07","company":"Centrica (British Gas)","date":"2026-07-23","month":"2026-07","headcount":1300,"headcount_basis":"announced","headcount_display":"~1,300 over 2 years","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK / offshore","country":"UK","industry":"Energy / Utilities","sector":"Energy & Utilities","reason":"Call-centre and back-office roles cut as customers shift to digital self-service and AI chatbots; company says change is mainly customer behaviour.","ai_score":63,"ai_band":"Mid-high","score_rationale":"Credible reporting or company data shows AI/automation absorbing the work; also: Outsourcing / offshoring","score_steps":"base 60 (ai_replacing_work_reported); +5 AI-exposed roles; +3 primary source; -5 co-cited non-AI causes","evidence_tags":["ai_replacing_work_reported","ai_exposed_roles","outsourcing","primary_source"],"sources":["https://www.theguardian.com/business/2026/jul/23/customers-prefer-ai-chatbots-says-chris-oshea-british-gas-centrica-boss","https://www.centrica.com/media/5hgjlcd3/centrica-plc-2026-interim-results-presentation-transcript.pdf"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":""},{"id":"reach-2026-09","company":"Reach plc","date":"2026-09-16","month":"2026-09","headcount":220,"headcount_basis":"announced","headcount_display":"~220 editorial (net ~160)","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK","country":"UK","industry":"Media / News","sector":"Media & Entertainment","reason":"Editorial cuts as Google AI Overviews and algorithm changes cut referral traffic; also blamed BBC competition.","ai_score":55,"ai_band":"Mid-high","score_rationale":"AI disrupted the business (e.g. AI search cutting traffic/demand); also: Weak demand, lost customer or contract","score_steps":"base 55 (ai_disruption); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["ai_disruption","demand_or_customer_loss","ai_exposed_roles"],"sources":["https://www.theguardian.com/business/2026/sep/16/mirror-publisher-reach-cuts-editorial-jobs-ai-summaries-google","https://pressgazette.co.uk/news/reach-to-cut-editorial-team-by-further-160-jobs-as-key-metric-becomes-active-engaged-time/"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"amazon-2026-01","company":"Amazon","date":"2026-01-28","month":"2026-01","headcount":16000,"headcount_basis":"announced","headcount_display":"~16,000","warn_workers":10878,"warn_sites":63,"states":["CA","IL","NJ","PA","WA"],"locations":"US / Global","country":"US","industry":"E-commerce / Cloud","sector":"Technology","reason":"Second round completing ~30,000 corporate cuts; Reuters framed it as an AI and efficiency push, while the company memo cites layers and bureaucracy.","ai_score":53,"ai_band":"Mid-high","score_rationale":"Press or analysts tied the cuts to AI; company did not; also: Removing management layers / bureaucracy","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles; +3 primary source","evidence_tags":["press_ai_link","exec_ai_efficiency","layers_bureaucracy","ai_exposed_roles","primary_source"],"sources":["https://www.aboutamazon.com/news/company-news/amazon-layoffs-corporate-jan-2026","https://www.reuters.com/legal/litigation/amazon-cuts-16000-jobs-globally-broader-restructuring-2026-01-28/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://www.nj.gov/labor/assets/PDFs/WARN/2026_WARN_Notice_Archive.pdf","https://www.pa.gov/agencies/dli/programs-services/workforce-development-home/warn-requirements/warn-notices","https://www.illinoisworknet.com/DownloadPrint/Jan2026MonthlyWARNReport.xlsx","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":7,"source_types":["WARN","company"],"primary_type":"company","notes":""},{"id":"kyndryl-2026-05","company":"Kyndryl","date":"2026-05-06","month":"2026-05","headcount":null,"headcount_basis":null,"headcount_display":"Undisclosed (~$200M severance)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / Global","country":"US","industry":"IT Services","sector":"Technology","reason":"\"Workforce rebalancing\" with ~$200M of severance charges targeting $400–500M in annual savings.","ai_score":53,"ai_band":"Mid-high","score_rationale":"Executives link AI to efficiency/productivity, but not as the stated cause; also: Cost-cutting / efficiency","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles; +3 primary source","evidence_tags":["cost_cutting","ai_exposed_roles","exec_ai_efficiency","primary_source"],"sources":["https://www.reuters.com/sustainability/sustainable-finance-reporting/kyndryl-plans-job-cuts-forecasts-pretax-profit-below-estimates-2026-05-06/","https://investors.kyndryl.com/static-files/42ba2eca-ecc2-4782-a711-51a78a013bc7","https://www.sec.gov/Archives/edgar/data/1867072/000110465926055902/kd-20260505x8k.htm"],"source_count":3,"source_types":["SEC"],"primary_type":"SEC","notes":"10,000 figures in circulation are third-party estimates; not used."},{"id":"disney-2026-04","company":"Disney","date":"2026-04-14","month":"2026-04","headcount":1000,"headcount_basis":"announced","headcount_display":"~1,000","warn_workers":53,"warn_sites":1,"states":["CA"],"locations":"US","country":"US","industry":"Media / Entertainment","sector":"Media & Entertainment","reason":"Streamlining operations and building a 'more agile, technology-enabled workforce' across marketing, studios, TV, ESPN and tech.","ai_score":50,"ai_band":"Mid-high","score_rationale":"Executives link AI to efficiency/productivity, but not as the stated cause; also: Cost-cutting / efficiency","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles","evidence_tags":["exec_ai_efficiency","cost_cutting","ai_exposed_roles"],"sources":["https://www.reuters.com/legal/litigation/disney-eliminate-1000-positions-2026-04-14/","https://variety.com/2026/biz/news/disney-layoffs-1000-employees-josh-damaro-memo-1236721266/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["WARN","news"],"primary_type":"news","notes":"'Technology-enabled' is vague; not an explicit AI attribution."},{"id":"salesforce-2026-02","company":"Salesforce","date":"2026-02-03","month":"2026-02","headcount":51,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"51 in WARN notices (Fewer than 1,000 (not announced))","warn_workers":51,"warn_sites":1,"states":["CA"],"locations":"US / Global","country":"US","industry":"Software","sector":"Technology","reason":"Quiet cuts in marketing, product, analytics and Agentforce teams amid an AI-first restructuring; CEO earlier said AI agents let it cut support from ~9,000 to ~5,000.","ai_score":50,"ai_band":"Mid-high","score_rationale":"Press or analysts tied the cuts to AI; company did not","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles","evidence_tags":["press_ai_link","exec_ai_efficiency","ai_exposed_roles"],"sources":["https://www.salesforceben.com/salesforce-lays-off-nearly-1000-employees-in-early-2026-cuts/","https://www.cio.com/article/4130028/salesforce-lays-off-staffers-as-executive-leadership-churn-continues.html","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["WARN","news"],"primary_type":"news","notes":"No company number; excluded from totals."},{"id":"microsoft-2026-04","company":"Microsoft (voluntary buyout)","date":"2026-04-23","month":"2026-04","headcount":null,"headcount_basis":null,"headcount_display":"Buyout offered to up to ~7% of US staff (~8,750 eligible)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US","country":"US","industry":"Software / Cloud","sector":"Technology","reason":"Voluntary retirement buyout offered while spending heavily on AI.","ai_score":50,"ai_band":"Mid-high","score_rationale":"Executives link AI to efficiency/productivity, but not as the stated cause; also: Voluntary buyouts","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles","evidence_tags":["voluntary_buyout","exec_ai_efficiency","ai_exposed_roles"],"sources":["https://techcrunch.com/2026/04/23/microsoft-offers-buyout-for-up-to-7-of-u-s-employees/","https://www.theguardian.com/technology/2026/apr/23/meta-microsoft-tech-ai-layoffs"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":"Eligibility count, not a layoff count; excluded from totals."},{"id":"sec-0001705110-26-000005","company":"Angi Inc.","date":"2026-01-07","month":"2026-01","headcount":350,"headcount_basis":"8-K text","headcount_display":"~350 (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"New York, NY","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On January 7, 2026, Angi Inc. (the “Company”) announced a reduction of its global workforce by approximately 350 employees to reduce operating expenses and optimize the organizational structure in support of long-term growth and in light of AI-driven efficiency improvements. As a result of the reduction in workforce, the Company estimates that it will record restructuring charges split between the fourth quarter of 2…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1705110/000170511026000005/angi-20260107.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…workforce by approximately 350 employees to reduce operating expenses and optimize the organizational structure in support of long-term growth and in light of AI-driven efficiency improvements. As a result of the reduction in workforce, the Company estimates that it will record restructuring charges split between the fo…”"},{"id":"servicenow-2026","company":"ServiceNow","date":"2026-08-01","month":"2026-08","headcount":307,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"307 in WARN notices (Up to ~1,000 (404 in CA WARN))","warn_workers":307,"warn_sites":4,"states":["CA"],"locations":"US (CA) / Global","country":"US","industry":"Software","sector":"Technology","reason":"Rightsizing after acquisitions (Moveworks, Veza, Armis); CEO says AI boosts productivity so attrition won't be backfilled.","ai_score":45,"ai_band":"Mid","score_rationale":"Executives link AI to efficiency/productivity, but not as the stated cause; also: Merger / acquisition integration","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["exec_ai_efficiency","merger_integration","ai_exposed_roles"],"sources":["https://www.latimes.com/business/story/2026-08-01/servicenow-cuts-nearly-300-jobs-in-silicon-valley","https://www.cnbc.com/2026/04/22/servicenow-mcdermott-ai-jobs-earnings.html","https://www.investing.com/news/stock-market-news/exclusive-servicenow-to-cut-up-to-1k-jobs-as-part-of-planned-rightsizing-4825832","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx"],"source_count":4,"source_types":["WARN","news"],"primary_type":"news","notes":"Company-wide number unconfirmed; California WARN rows carry the verified counts."},{"id":"sec-0001104659-26-050407","company":"Vertex, Inc.","date":"2026-04-28","month":"2026-04","headcount":170,"headcount_basis":"8-K text","headcount_display":"~170 (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"King of Prussia, PA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On April 28, 2026, the Vertex, Inc. (the “Company”) announced its Board of Directors (the “Board”) approved a global Value Creation Plan (the “Plan”) intended to become a more AI-enabled company, focus investments on key growth opportunities and drive operational efficiency to better align the Company’s workforce and resources with its long-term strategic priorities. The Plan includes a reduction in force of approxim…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1806837/000110465926050407/tm2612960d1_8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…6, the Vertex, Inc. (the “Company”) announced its Board of Directors (the “Board”) approved a global Value Creation Plan (the “Plan”) intended to become a more AI-enabled company, focus investments on key growth opportunities and drive operational efficiency to better align the Company’s workforce and resources with its…”"},{"id":"sec-0001013857-26-000009","company":"Pegasystems INC","date":"2026-01-12","month":"2026-01","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Waltham, MA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"AI is altering how quickly ideas can move from concept to reality, and raising client expectations for speed, precision, and results, transforming not just how Pegasystems builds, but how we deliver value with reliability and scale. To better align roles and capacity to an AI-first delivery model and to support our 2026 priorities, on January 7, 2026, Pegasystems Inc. (the “Company”) committed to making organizationa…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1013857/000101385726000009/pega-20260107.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…2.05. Costs Associated with Exit or Disposal Activities AI is altering how quickly ideas can move from concept to reality, and raising client expectations for speed, precision, and results, transforming not just how Pe…”"},{"id":"sec-0001544522-26-000135","company":"Freshworks Inc.","date":"2026-08-04","month":"2026-08","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"San Mateo, CA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"In May 2026, the Company announced a restructuring plan (the Plan) to streamline the Company’s organizational efforts and product development process, as well as increase leverage of AI and automation across the business. During the three and six months ended June 30, 2026, we recognized $7.0 million in restructuring charges primarily associated with employee severance and benefit costs, in our condensed consolidated…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1544522/000154452226000135/frsh-20260804.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…y announced a restructuring plan (the Plan) to streamline the Company’s organizational efforts and product development process, as well as increase leverage of AI and automation across the business. During the three and six months ended June 30, 2026, we recognized $7.0 million in restructuring charges primarily associat…”"},{"id":"sec-0001713683-26-000156","company":"Zscaler, Inc.","date":"2026-09-03","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"San Jose, CA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On September 1, 2026, the Company committed to a plan to restructure and reduce the Company’s workforce, strategically reallocating resources to provide additional capacity to support our AI and growth initiatives. In connection with these actions, we expect to reduce our worldwide headcount by approximately 3% and incur aggregate non-recurring charges of approximately $30.0 million to $33.0 million, consisting prima…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1713683/000171368326000156/zs-20260901.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…mpany committed to a plan to restructure and reduce the Company’s workforce, strategically reallocating resources to provide additional capacity to support our AI and growth initiatives. In connection with these actions, we expect to reduce our worldwide headcount by approximately 3% and incur aggregate non-recurring cha…”"},{"id":"sec-0001193125-26-415732","company":"Fair Isaac Corp","date":"2026-10-06","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"~15% of workforce (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Bozeman, MT","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On October 1, 2026, management of Fair Isaac Corporation (the “Company”) committed to a plan of workforce reduction by reducing the number of layers in the organization, simplifying the operating structure, optimizing processes and tools, and integrating AI-driven product development. This plan involves the elimination of approximately 15% of positions across the Company. Affected employees were notified beginning th…","ai_score":45,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles","evidence_tags":["sec_ai_language","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/814547/000119312526415732/d127042d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…workforce reduction by reducing the number of layers in the organization, simplifying the operating structure, optimizing processes and tools, and integrating AI-driven product development. This plan involves the elimination of approximately 15% of positions across the Company. Affected employees were notified beginning…”"},{"id":"gsk-2026-10","company":"GSK (Belgium)","date":"2026-10-14","month":"2026-10","headcount":1217,"headcount_basis":"announced","headcount_display":"Up to 1,217","warn_workers":null,"warn_sites":0,"states":[],"locations":"Belgium","country":"UK","industry":"Pharmaceutical","sector":"Health Care & Pharma","reason":"Belgian office and managerial roles cut in a 3-year global cost programme reallocating to priority medicines; digitalisation and automation planned.","ai_score":40,"ai_band":"Mid","score_rationale":"Plan mentions automation/digitalization generally (not AI-specific); also: Cost-cutting / efficiency","score_steps":"base 35 (automation_mention); +5 AI-exposed roles","evidence_tags":["cost_cutting","automation_mention","ai_exposed_roles"],"sources":["https://live.euronext.com/en/financial-news/gsk-plans-cut-1217-jobs-belgium-it-begins-three-year-restructuring-plan","https://www.brusselstimes.com/2360504/pharmaceutical-giant-gsk-to-eliminate-1200-jobs-in-belgium"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"sec-0001193125-26-381967","company":"Simmons First National Corp","date":"2026-09-03","month":"2026-09","headcount":100,"headcount_basis":"8-K text","headcount_display":"~100 (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Pine Bluff, AR","country":"US","industry":"Banking","sector":"Finance & Insurance","reason":"In this Current Report on Form 8-K, unless the context suggests otherwise, the term “Company” refers to Simmons First National Corporation and, where applicable, its direct and indirect subsidiaries, including Simmons Bank. On September 1, 2026, the Company decided to close 26 Simmons Bank branches across its six-state footprint (“Branch Closures”). The Company’s decision was made as part of a broader review of the C…","ai_score":40,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Plant, store or site closure, Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["sec_ai_language","facility_closures","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/90498/000119312526381967/d489413d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…gned to structurally transform the operating model by simplifying the organizational structure, streamlining processes, and enhancing the use of technology and automation throughout the business. In furtherance of these objectives, the Company has undertaken a series of actions intended to enhance the long-term outlook for profi…”"},{"id":"sec-0001193125-26-251382","company":"Manhattan Associates INC","date":"2026-06-01","month":"2026-06","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Atlanta, GA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On June 1, 2026, Manhattan Associates, Inc. (“Manhattan”) initiated plans to reduce its global headcount by approximately 6%, leveraging increased operational efficiencies and allowing it to focus investments on key strategic priorities. Manhattan estimates that it will incur expenses, substantially all in cash, of approximately $7 million to $9 million in the second quarter of 2026, consisting of severance and other…","ai_score":40,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Plant, store or site closure, Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["sec_ai_language","facility_closures","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1056696/000119312526251382/manh-20260601.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…technology failures; disruption and security breaches; risks related to our products’ technology and customer implementations; risks associated with our use of generative and agentic artificial intelligence; and the other risk factors set forth in Item 1A of the Company’s Annual Report on Form 10-K for the year ended December 31…”"},{"id":"sec-0001560327-26-000043","company":"Rapid7, Inc.","date":"2026-08-10","month":"2026-08","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Boston, MA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On August 7, 2026 , the board of directors of the Company approved a restructuring plan that is designed to simplify the Company's operations, align resources and investments with its core platform, and create capacity to reinvest in capabilities and solutions that improve the customer experience and strengthen the Company's competitive position (collectively, the “ 2026 Restructuring Plan ”). The 2026 Restructuring …","ai_score":40,"ai_band":"Mid","score_rationale":"8-K Item 2.05 restructuring text mentions AI/automation; also: Merger / acquisition integration, Cost-cutting / efficiency","score_steps":"base 40 (sec_ai_language); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["sec_ai_language","merger_integration","cost_cutting","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1560327/000156032726000043/rp-20260807.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":"AI mention in 8-K: “…hich we operate, market growth, our ability to innovate, our sales cycles, our ability to successfully develop, deploy and realize the expected benefits of our artificial intelligence and automation capabilities, including risks related to performance, reliability, security and customer adoption of such technologies, our ability to successfu…”"},{"id":"uber-2026-09","company":"Uber","date":"2026-09-02","month":"2026-09","headcount":3300,"headcount_basis":"announced","headcount_display":"~3,300 (10%)","warn_workers":887,"warn_sites":9,"states":["CA","IL","WA"],"locations":"US / Global","country":"US","industry":"Ride-hailing / Delivery","sector":"Transportation & Logistics","reason":"Flattening management layers and cutting coordination roles to fund rideshare, delivery and robotaxi growth. Memo did not cite AI.","ai_score":35,"ai_band":"Mid","score_rationale":"Press or analysts tied the cuts to AI; company did not; also: Removing management layers / bureaucracy","score_steps":"base 30 (press_ai_link); +5 AI-exposed roles","evidence_tags":["layers_bureaucracy","press_ai_link","ai_exposed_roles"],"sources":["https://www.reuters.com/business/world-at-work/uber-cut-3300-jobs-overhaul-bloomberg-news-reports-2026-09-02/","https://techcrunch.com/2026/09/02/uber-is-laying-off-10-of-staff-or-3300-people/","https://www.businessinsider.com/uber-ai-usage-layoffs-questioned-by-former-staff-2026-9","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx","https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":6,"source_types":["WARN","news"],"primary_type":"news","notes":"CEO later cited AI productivity 'tailwinds'; ex-staff questioned the AI role."},{"id":"morganstanley-2026-03","company":"Morgan Stanley","date":"2026-03-04","month":"2026-03","headcount":2500,"headcount_basis":"announced","headcount_display":"~2,500 (3%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / Global","country":"US","industry":"Banking / Investment","sector":"Finance & Insurance","reason":"Cuts across all divisions citing shifting business and location priorities and performance; reports linked back-office cuts to AI.","ai_score":35,"ai_band":"Mid","score_rationale":"Press or analysts tied the cuts to AI; company did not; also: Performance / shifting priorities","score_steps":"base 30 (press_ai_link); +5 AI-exposed roles","evidence_tags":["press_ai_link","ai_exposed_roles","performance_or_priorities"],"sources":["https://www.reuters.com/business/world-at-work/morgan-stanley-lays-off-2500-employees-across-all-divisions-wsj-reports-2026-03-04/","https://apnews.com/article/morgan-stanley-layoffs-investment-banking-47625e9c2ec04b4e401725a75f99d0e7","https://nypost.com/2026/03/07/business/wall-street-executives-say-morgan-stanleys-latest-layoffs-caused-by-ai-sources/"],"source_count":3,"source_types":["news"],"primary_type":"news","notes":""},{"id":"nike-2026-04","company":"Nike","date":"2026-04-23","month":"2026-04","headcount":1400,"headcount_basis":"announced","headcount_display":"~1,400","warn_workers":null,"warn_sites":0,"states":[],"locations":"US (OR) / India","country":"US","industry":"Apparel / Retail","sector":"Retail & Consumer","reason":"Global Operations cuts, mostly technology, consolidating into hubs and 'using more advanced automation' to simplify workflows.","ai_score":35,"ai_band":"Mid","score_rationale":"Plan mentions automation/digitalization generally (not AI-specific); also: Reorganization / consolidation, Weak demand, lost customer or contract","score_steps":"base 35 (automation_mention); +5 AI-exposed roles; -5 co-cited non-AI causes","evidence_tags":["automation_mention","reorg_consolidation","ai_exposed_roles","demand_or_customer_loss","primary_source"],"sources":["https://about.nike.com/en/newsroom/releases/nike-inc-april-23-2026-global-operations-announcement","https://www.reuters.com/business/nike-cut-1400-jobs-2026-04-23/"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":""},{"id":"amazon-2026-10","company":"Amazon (Stores)","date":"2026-10-08","month":"2026-10","headcount":269,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"269 in WARN notices (Fewer than 1,000)","warn_workers":269,"warn_sites":3,"states":["CA","WA"],"locations":"US / India / UK","country":"US","industry":"E-commerce / Cloud","sector":"Technology","reason":"Restructuring parts of the Stores division, incl. customer service, marketplace support and engineering roles.","ai_score":35,"ai_band":"Mid","score_rationale":"Press or analysts tied the cuts to AI; company did not; also: Reorganization / consolidation","score_steps":"base 30 (press_ai_link); +5 AI-exposed roles","evidence_tags":["reorg_consolidation","ai_exposed_roles","press_ai_link"],"sources":["https://www.cnbc.com/2026/10/08/amazon-makes-fresh-job-cuts-mainly-in-retail-division.html","https://www.retaildive.com/news/amazon-retail-stores-division-layoffs/832501/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":4,"source_types":["WARN","news"],"primary_type":"news","notes":"Upper bound only; excluded from totals."},{"id":"evonik-2026-06","company":"Evonik","date":"2026-06-18","month":"2026-06","headcount":3200,"headcount_basis":"announced","headcount_display":"~3,200 by 2029","warn_workers":null,"warn_sites":0,"states":[],"locations":"Germany / Global","country":"Germany","industry":"Chemicals","sector":"Manufacturing & Industrial","reason":"Extending 'Tailor Made' efficiency programme via efficiency, digitalization, outsourcing and exiting polyester.","ai_score":30,"ai_band":"Mid","score_rationale":"Plan mentions automation/digitalization generally (not AI-specific); also: Cost-cutting / efficiency, Outsourcing / offshoring","score_steps":"base 35 (automation_mention); -5 co-cited non-AI causes","evidence_tags":["cost_cutting","automation_mention","outsourcing","multi_year","primary_source"],"sources":["https://www.evonik.com/en/news/press-releases/2026/06/evonik-extends-efficiency-program-tailor-made.html","https://www.reuters.com/business/evonik-cut-3200-jobs-worldwide-by-2029-it-extends-restructuring-programme-2026-06-18/"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":""},{"id":"ericsson-2026-01","company":"Ericsson","date":"2026-01-15","month":"2026-01","headcount":1600,"headcount_basis":"announced","headcount_display":"~1,600 (proposed)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Sweden","country":"Sweden","industry":"Telecom Equipment","sector":"Telecommunications","reason":"Proposed Swedish headcount cut as part of global cost reductions; Swedish Radio reported AI 'may have' played a role.","ai_score":30,"ai_band":"Mid","score_rationale":"Press or analysts tied the cuts to AI; company did not; also: Cost-cutting / efficiency","score_steps":"base 30 (press_ai_link)","evidence_tags":["cost_cutting","press_ai_link","primary_source"],"sources":["https://www.ericsson.com/en/press-releases/2026/1/ericsson-announces-proposed-headcount-reduction-in-sweden","https://www.reuters.com/business/world-at-work/ericsson-shed-1600-jobs-sweden-2026-01-15/","https://www.sverigesradio.se/artikel/ericsson-varslar-1-600-i-sverige-ai-kan-ha-paverkat"],"source_count":3,"source_types":["company"],"primary_type":"company","notes":""},{"id":"linkedin-2026-05","company":"LinkedIn (Microsoft)","date":"2026-05-13","month":"2026-05","headcount":875,"headcount_basis":"announced","headcount_display":"~875 (5%)","warn_workers":606,"warn_sites":5,"states":["CA"],"locations":"US / Global","country":"US","industry":"Social Media / Tech","sector":"Technology","reason":"Reorganization to shift investment to infrastructure and growth; company said not AI replacing jobs, though memos push AI tools and fewer layers.","ai_score":25,"ai_band":"Low","score_rationale":"Executives link AI to efficiency/productivity, but not as the stated cause; company denies AI","score_steps":"base 45 (exec_ai_efficiency); +5 AI-exposed roles; capped at 25: company denies AI","evidence_tags":["company_denies_ai","exec_ai_efficiency","ai_exposed_roles"],"sources":["https://www.reuters.com/business/world-at-work/linkedin-is-planning-lay-off-5-staff-latest-tech-sector-cuts-source-says-2026-05-13/","https://www.businessinsider.com/linkedins-layoffs-come-with-operational-changes-memo-shows-2026-5","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["WARN","news"],"primary_type":"news","notes":""},{"id":"monday-2026-07","company":"monday.com","date":"2026-07-22","month":"2026-07","headcount":620,"headcount_basis":"announced","headcount_display":"~620 (~20%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Israel / Global","country":"Israel","industry":"Software","sector":"Technology","reason":"Restructuring to refocus on its AI Work Platform; company said it isn't replacing people with AI.","ai_score":25,"ai_band":"Low","score_rationale":"Cuts made to fund or redirect resources to AI; company denies AI","score_steps":"base 65 (fund_ai); +5 AI-exposed roles; +3 primary source; capped at 25: company denies AI","evidence_tags":["fund_ai","company_denies_ai","ai_exposed_roles","primary_source"],"sources":["https://www.sec.gov/Archives/edgar/data/1845338/000117891326003553/zk2635715.htm","https://techcrunch.com/2026/07/22/monday-com-lays-off-hundreds-to-focuses-on-ai/"],"source_count":2,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"takeda-2026-05","company":"Takeda","date":"2026-05-13","month":"2026-05","headcount":4500,"headcount_basis":"announced","headcount_display":"~4,500 in FY2026","warn_workers":null,"warn_sites":0,"states":[],"locations":"Japan / Global (incl. MA)","country":"Japan","industry":"Pharmaceutical","sector":"Health Care & Pharma","reason":"Transformation program centralizing corporate functions and cutting management layers to save over ¥200B a year.","ai_score":17,"ai_band":"Low","score_rationale":"Cost-cutting / efficiency","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["cost_cutting","ai_exposed_roles"],"sources":["https://www.reuters.com/legal/litigation/takeda-cut-about-4500-jobs-fiscal-2026-it-steps-up-restructuring-2026-05-13/","https://www.fiercepharma.com/pharma/takeda-slimming-down-new-era-plots-4500-layoffs-latest-restructuring-drive"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"mastercard-2026-01","company":"Mastercard","date":"2026-01-29","month":"2026-01","headcount":1400,"headcount_basis":"announced","headcount_display":"~4% (~1,400–1,600)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Global","country":"US","industry":"Payments / Fintech","sector":"Technology","reason":"Cutting ~4% after a strategic business review; reinvesting in priorities. No AI attribution given.","ai_score":17,"ai_band":"Low","score_rationale":"Cost-cutting / efficiency","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["cost_cutting","performance_or_priorities","ai_exposed_roles"],"sources":["https://www.reuters.com/business/mastercard-profit-rises-sustained-transaction-volumes-2026-01-29/","https://www.wsj.com/business/retail/mastercard-quarterly-profit-rises-as-consumers-continue-to-spend-33e82314"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":"Totals use low end."},{"id":"lg-2026-09","company":"Legal & General","date":"2026-09-23","month":"2026-09","headcount":1000,"headcount_basis":"announced","headcount_display":"~1,000 by mid-2027","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK","country":"UK","industry":"Insurance / Financial","sector":"Finance & Insurance","reason":"Cutting organisational complexity to become leaner; voluntary redundancy first. No AI attribution.","ai_score":17,"ai_band":"Low","score_rationale":"Removing management layers / bureaucracy","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["layers_bureaucracy","cost_cutting","ai_exposed_roles"],"sources":["https://www.theguardian.com/business/2026/sep/23/legal-and-general-to-cut-1000-jobs-by-mid-2027","https://www.cityam.com/legal-general-to-cut-1000-jobs-by-middle-of-2027/"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"warn-pnc-bank-2026-04-17-651","company":"PNC Bank NA","date":"2026-04-17","month":"2026-04","headcount":777,"headcount_basis":"WARN (sum of state notices)","headcount_display":"777 (WARN)","warn_workers":777,"warn_sites":1,"states":["CO"],"locations":"1 site(s): Jeffco (Tri-County)","country":"US","industry":"(Commercial Banking)","sector":"Finance & Insurance","reason":"Filed reason: Consolidating operations into single organization","ai_score":17,"ai_band":"Low","score_rationale":"Reorganization / consolidation","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["reorg_consolidation","ai_exposed_roles"],"sources":["https://docs.google.com/spreadsheets/d/19jmo4Cwj933cmSBKV1t0zZ5O-2H5IpiLIhSH9MF8WF0/export?format=csv&gid=1928499704"],"source_count":1,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"robinhood-2026-06","company":"Robinhood","date":"2026-06-16","month":"2026-06","headcount":290,"headcount_basis":"announced","headcount_display":"~290 (10%)","warn_workers":63,"warn_sites":1,"states":["CA"],"locations":"US","country":"US","industry":"Fintech / Brokerage","sector":"Technology","reason":"CEO note: flattening org structure for a lean, high-performance team. AI not cited.","ai_score":17,"ai_band":"Low","score_rationale":"Removing management layers / bureaucracy","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["layers_bureaucracy","ai_exposed_roles"],"sources":["https://www.sec.gov/Archives/edgar/data/1783879/000178387926000071/hood-20260616.htm","https://www.reuters.com/sustainability/robinhood-cut-10-its-full-time-workforce-2026-06-16/","https://www.americanbanker.com/payments/news/robinhood-to-cut-10-of-staff-doesnt-mention-ai-as-factor","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":4,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":""},{"id":"warn-optum-2026-06-01-607","company":"Optum Services Inc.","date":"2026-06-01","month":"2026-06","headcount":191,"headcount_basis":"WARN (sum of state notices)","headcount_display":"191 (WARN)","warn_workers":191,"warn_sites":3,"states":["IL","NJ"],"locations":"3 site(s): 4300 44th Ave., Moline, IL 61265; Basking Ridge","country":"US","industry":"Reinsurance Carriers","sector":"Finance & Insurance","reason":"Filed reason: Restructuring","ai_score":17,"ai_band":"Low","score_rationale":"Reorganization / consolidation","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["reorg_consolidation","ai_exposed_roles"],"sources":["https://www.nj.gov/labor/assets/PDFs/WARN/2026_WARN_Notice_Archive.pdf","https://www.illinoisworknet.com/DownloadPrint/June2026MonthlyWARNReport.xlsx"],"source_count":2,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"sec-0001327811-26-000004","company":"Workday, Inc.","date":"2026-02-04","month":"2026-02","headcount":154,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"154 in WARN notices (Not stated in 8-K)","warn_workers":154,"warn_sites":1,"states":["CA"],"locations":"Pleasanton, CA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"and 2.06 below. Workday now expects its fiscal 2026 fourth quarter GAAP operating margin to be 24 to 25 percentage points lower than its fourth quarter non-GAAP operating margin and its fiscal 2026 full-year GAAP operating margin to be 22 to 23 percentage points lower than its full-year non-GAAP operating margin. Workday intends to exclude the charges associated with these activities from its non-GAAP financial measu…","ai_score":17,"ai_band":"Low","score_rationale":"Cost-cutting / efficiency","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["cost_cutting","ai_exposed_roles"],"sources":["https://www.sec.gov/Archives/edgar/data/1327811/000132781126000004/wday-20260130.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":2,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":""},{"id":"sec-0001327811-26-000048","company":"Workday, Inc.","date":"2026-09-29","month":"2026-09","headcount":142,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"142 in WARN notices (Not stated in 8-K)","warn_workers":142,"warn_sites":1,"states":["CA"],"locations":"Pleasanton, CA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"below, Workday now expects its fiscal 2027 third quarter GAAP operating margin to be approximately 20 to 21 percentage points lower than its third quarter non-GAAP operating margin and its fiscal 2027 full-year GAAP operating margin to be approximately 19 percentage points lower than its full-year non-GAAP operating margin. Workday intends to exclude the charges associated with the activities discussed in Item 2.05 b…","ai_score":17,"ai_band":"Low","score_rationale":"Cost-cutting / efficiency","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["cost_cutting","ai_exposed_roles"],"sources":["https://www.sec.gov/Archives/edgar/data/1327811/000132781126000048/wday-20260929.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx"],"source_count":2,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":""},{"id":"warn-wells-fargo-2026-02-03-249","company":"Wells Fargo","date":"2026-02-03","month":"2026-02","headcount":99,"headcount_basis":"WARN (sum of state notices)","headcount_display":"99 (WARN)","warn_workers":99,"warn_sites":8,"states":["CA","IL"],"locations":"8 site(s): 333 Market Street San Francisco CA 94105 (San Francisco Coun; 9377 W Higgins Rd., Rosemont, IL 60018","country":"US","industry":"Commercial Banking","sector":"Finance & Insurance","reason":"Filed reason: Cook; Restructuring","ai_score":17,"ai_band":"Low","score_rationale":"Reorganization / consolidation","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles","evidence_tags":["reorg_consolidation","ai_exposed_roles"],"sources":["https://www.illinoisworknet.com/DownloadPrint/May2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/March2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/Feb2026MonthlyWARNReport.xlsx","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":4,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"sec-0001577526-26-000013","company":"C3.ai, Inc.","date":"2026-02-25","month":"2026-02","headcount":71,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"71 in WARN notices (Not stated in 8-K)","warn_workers":71,"warn_sites":1,"states":["CA"],"locations":"Redwood City, CA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On February 24, 2026, the Company’s board of directors approved a restructuring plan (the “Plan”), intended to materially improve its operating efficiency and position the company for success. The Plan includes a 26% reduction in its global workforce, which has been substantially completed. 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Affected employees will be offered separation …","ai_score":6,"ai_band":"Minimal","score_rationale":"Merger / acquisition integration","score_steps":"non-AI cause only (6)","evidence_tags":["merger_integration","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/320017/000114036126031028/ef20079399_8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"volkswagen-2026-09","company":"Volkswagen Group","date":"2026-09-03","month":"2026-09","headcount":50000,"headcount_basis":"announced","headcount_display":"~50,000 (multi-year)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Germany / Global","country":"Germany","industry":"Automotive","sector":"Automotive","reason":"Board approved a turnaround plan with ~50,000 additional job cuts, fewer models and possible plant closures amid tariffs and China pressure.","ai_score":5,"ai_band":"Minimal","score_rationale":"Tariffs / trade","score_steps":"non-AI cause only (5)","evidence_tags":["tariffs","demand_or_customer_loss","cost_cutting","multi_year"],"sources":["https://www.reuters.com/business/autos-transportation/volkswagen-supervisory-board-approves-transformation-plan-2026-09-03/","https://apnews.com/article/volkswagen-job-cuts-plants-oliver-blume-8ebf1cc6693a06d06b12fac5693c8333"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":"On top of ~50,000 cuts agreed since late 2024. Multi-year target, not immediate layoffs."},{"id":"bmw-2026-07","company":"BMW Group","date":"2026-07-29","month":"2026-07","headcount":8000,"headcount_basis":"announced","headcount_display":"Up to 8,000 (voluntary, by end-2027)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Germany","country":"Germany","industry":"Automotive","sector":"Automotive","reason":"Voluntary severance for admin, development and corporate roles amid weak China sales, Chinese competition and tariffs.","ai_score":5,"ai_band":"Minimal","score_rationale":"Voluntary buyouts","score_steps":"non-AI cause only (5)","evidence_tags":["voluntary_buyout","demand_or_customer_loss","tariffs","cost_cutting","multi_year"],"sources":["https://www.press.bmwgroup.com/global/article/detail/T0459734EN/more-speed-more-efficiency:-bmw-group-realigns-for-tougher-competition?language=en","https://www.theguardian.com/business/2026/jul/29/bmw-cut-jobs-germany-pressure-chinese-rivals"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":""},{"id":"jlr-2026-09","company":"Jaguar Land Rover","date":"2026-09-07","month":"2026-09","headcount":4000,"headcount_basis":"announced","headcount_display":"~4,000 over 2 years","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK / Global","country":"UK","industry":"Automotive","sector":"Automotive","reason":"£1.7B cost-saving programme hitting salaried and head-office roles after US tariffs; voluntary redundancy first.","ai_score":5,"ai_band":"Minimal","score_rationale":"Tariffs / trade","score_steps":"non-AI cause only (5)","evidence_tags":["tariffs","cost_cutting","multi_year"],"sources":["https://www.theguardian.com/business/2026/sep/07/jaguar-land-rover-job-trump-tariffs","https://www.bbc.com/news/articles/c36lx560jjko"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"intuit-2026-05","company":"Intuit","date":"2026-05-20","month":"2026-05","headcount":3000,"headcount_basis":"announced","headcount_display":"~3,000 (17%)","warn_workers":910,"warn_sites":4,"states":["CA"],"locations":"US / Global","country":"US","industry":"Software / Fintech","sector":"Technology","reason":"Cutting 17% to simplify operations and remove TurboTax/Credit Karma overlap. CEO said the cuts had 'nothing to do with AI.'","ai_score":5,"ai_band":"Minimal","score_rationale":"Removing management layers / bureaucracy; company denies AI","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles; company denies AI","evidence_tags":["company_denies_ai","layers_bureaucracy","ai_exposed_roles"],"sources":["https://www.reuters.com/business/world-at-work/intuit-cut-17-global-jobs-streamline-operations-memo-shows-2026-05-20/","https://www.cnbc.com/2026/05/20/intuit-ceo-says-companys-17percent-workforce-cut-had-nothing-to-do-with-ai.html","https://investors.intuit.com/sec-filings/all-sec-filings/content/0000896878-26-000024/fy26q3-ex9902.htm","https://www.sec.gov/Archives/edgar/data/896878/000089687826000024/intu-20260520.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":5,"source_types":["SEC","WARN","company"],"primary_type":"company","notes":""},{"id":"verizon-2026-07","company":"Verizon","date":"2026-07-16","month":"2026-07","headcount":3000,"headcount_basis":"announced","headcount_display":"~3,000 retail + corporate (many retained by franchisees)","warn_workers":527,"warn_sites":4,"states":["NJ","WA"],"locations":"US","country":"US","industry":"Telecommunications","sector":"Telecommunications","reason":"Selling 274 company stores to franchise owners and cutting ~500 more corporate jobs.","ai_score":5,"ai_band":"Minimal","score_rationale":"Business sold or divested","score_steps":"non-AI cause only (5)","evidence_tags":["divestiture_or_sale","cost_cutting"],"sources":["https://www.reuters.com/business/world-at-work/verizon-shed-274-stores-lay-off-another-500-corporate-employees-2026-07-16/","https://www.bloomberg.com/news/articles/2026-07-16/verizon-cuts-store-workers-in-reorganization-strategy","https://www.nj.gov/labor/assets/PDFs/WARN/2026_WARN_Notice_Archive.pdf","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":4,"source_types":["WARN","news"],"primary_type":"news","notes":"Many store staff expected to move to new owners; job losses lower than 3,000."},{"id":"warn-republic-national-distributing-2026-04-22-510","company":"Republic National Distributing Company, LLC","date":"2026-04-22","month":"2026-04","headcount":2670,"headcount_basis":"WARN (sum of state notices)","headcount_display":"2,670 (WARN)","warn_workers":2670,"warn_sites":9,"states":["CO","IL","TX","WA"],"locations":"9 site(s): 4 sites; 6600 W. Howard St.               1301 N. Abbott Rd., Niles, ; ADW (Littleton); Austin, Travis County; Corpus Ch, Nueces County; Grand Prairie, Tarrant County; Houston, Harris County; Schertz, Bexar County","country":"US","industry":"Beer and Ale Wholesalers","sector":"Retail & Consumer","reason":"Filed reason: Cook; Will; Financial; Selling assets in CO and other states","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://docs.google.com/spreadsheets/d/19jmo4Cwj933cmSBKV1t0zZ5O-2H5IpiLIhSH9MF8WF0/export?format=csv&gid=1928499704","https://www.twc.texas.gov/sites/default/files/oei/docs/warn-act-listings-2026-twc.xlsx","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database","https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/June2026MonthlyWARNReport.xlsx"],"source_count":5,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"bbc-2026-04","company":"BBC","date":"2026-04-15","month":"2026-04","headcount":1800,"headcount_basis":"announced","headcount_display":"1,800–2,000 (~10%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK","country":"UK","industry":"Media / Broadcasting","sector":"Media & Entertainment","reason":"£500M savings over two years amid rising costs and weaker licence-fee and commercial income.","ai_score":5,"ai_band":"Minimal","score_rationale":"Cost-cutting / efficiency","score_steps":"non-AI cause only (5)","evidence_tags":["cost_cutting","financial_distress","multi_year"],"sources":["https://www.bbc.com/news/articles/cyv11lryv7ro","https://www.bloomberg.com/news/articles/2026-04-15/bbc-set-to-cut-as-many-as-2-000-jobs-as-broadcaster-trims-costs"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":"Totals use the low end."},{"id":"warn-first-brands-2026-02-03-218","company":"First Brands Group, LLC","date":"2026-02-03","month":"2026-02","headcount":1787,"headcount_basis":"WARN (sum of state notices)","headcount_display":"1,787 (WARN)","warn_workers":1787,"warn_sites":12,"states":["CA","IL","TX"],"locations":"12 site(s): 200 S 4th St., Albion, IL 62806; 200 S. 4th St., Albion, IL 62806; 2701 Keystone Pkwy Patterson CA 95363 (Stanislaus County); 301 Industrial Dr., Albion, IL 62806; 329 Industrial Dr., Albion, IL 62806              ; 4400 Prime Pkwy                      1100 Corporate Dr.     ; 549 S IL Route 130, 23","country":"US","industry":"Manufacturing - Motor Vehicle Parts","sector":"Manufacturing & Industrial","reason":"Filed reason: Edwards; Financial; McHenry","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://www.illinoisworknet.com/DownloadPrint/April2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/Feb2026MonthlyWARNReport.xlsx","https://www.twc.texas.gov/sites/default/files/oei/docs/warn-act-listings-2026-twc.xlsx"],"source_count":4,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"walmart-2026-05","company":"Walmart","date":"2026-05-13","month":"2026-05","headcount":1000,"headcount_basis":"announced","headcount_display":"~1,000 cut or relocated","warn_workers":394,"warn_sites":9,"states":["CA"],"locations":"US (AR, CA, NJ)","country":"US","industry":"Retail","sector":"Retail & Consumer","reason":"Consolidating global tech, product and AI teams onto one platform; company said it isn't AI replacing workers.","ai_score":5,"ai_band":"Minimal","score_rationale":"Reorganization / consolidation; company denies AI","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles; company denies AI","evidence_tags":["company_denies_ai","reorg_consolidation","ai_exposed_roles"],"sources":["https://www.cnbc.com/2026/05/13/walmart-cuts-1000-roles-to-simplify-operations-reports.html","https://www.wsj.com/business/retail/walmart-layoffs-relocates-technology-jobs-23bbf322","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["WARN","news"],"primary_type":"news","notes":"Includes relocations; true job losses lower."},{"id":"epic-2026-03","company":"Epic Games","date":"2026-03-24","month":"2026-03","headcount":1000,"headcount_basis":"announced","headcount_display":"1,000+ (~20%)","warn_workers":217,"warn_sites":6,"states":["CA","WA"],"locations":"US (NC) / Global","country":"US","industry":"Video Games","sector":"Technology","reason":"Fortnite engagement fell and costs exceeded revenue. Company said cuts were not related to AI.","ai_score":5,"ai_band":"Minimal","score_rationale":"Weak demand, lost customer or contract; company denies AI","score_steps":"non-AI cause only (5); company denies AI","evidence_tags":["company_denies_ai","demand_or_customer_loss","financial_distress"],"sources":["https://www.epicgames.com/site/news/todays-layoffs?lang=en-US","https://www.reuters.com/legal/litigation/epic-games-said-tuesday-that-it-will-lay-off-more-than-1000-employees-2026-03-24/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://esd.wa.gov/employer-requirements/layoffs-and-employee-notifications/worker-adjustment-and-retraining-notification-warn-layoff-and-closure-database"],"source_count":4,"source_types":["WARN","company"],"primary_type":"company","notes":""},{"id":"warn-essendant-2026-08-03-69","company":"Essendant","date":"2026-08-03","month":"2026-08","headcount":883,"headcount_basis":"WARN (sum of state notices)","headcount_display":"883 (WARN)","warn_workers":883,"warn_sites":5,"states":["CA","IL","TX"],"locations":"5 site(s): 200 tri-State Dr., Lincolnshire, IL 60069; 230 Lies Rd. E, Carol Stream, IL 60188; 4555 Redlands Ave.  Perris CA 92571 (Riverside County); 7021 Roseville Rd.  Sacramento CA 95842 (Sacramento County); Irving, Dallas County","country":"US","industry":"Wholesale Trade","sector":"Retail & Consumer","reason":"Filed reason: Financial","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx","https://www.illinoisworknet.com/DownloadPrint/Aug%202026%20Monthly%20WARN%20Report.xlsx","https://www.twc.texas.gov/sites/default/files/oei/docs/warn-act-listings-2026-twc.xlsx"],"source_count":3,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"hubspot-2026-10","company":"HubSpot","date":"2026-10-06","month":"2026-10","headcount":660,"headcount_basis":"announced","headcount_display":"~660 (7%)","warn_workers":null,"warn_sites":0,"states":[],"locations":"US / Global","country":"US","industry":"Software","sector":"Technology","reason":"Reorganizing product teams around customer outcomes and fewer layers. CEO memo said cuts were 'not driven by AI-related efficiencies.'","ai_score":5,"ai_band":"Minimal","score_rationale":"Removing management layers / bureaucracy; company denies AI","score_steps":"generic restructuring, AI not ruled out (12); +5 AI-exposed industry/roles; company denies AI","evidence_tags":["company_denies_ai","layers_bureaucracy","ai_exposed_roles"],"sources":["https://www.hubspot.com/company-news/company-update","https://www.sec.gov/Archives/edgar/data/1404655/000119312526414965/d183135d8k.htm","https://www.fastcompany.com/91625107/tech-layoffs-2026-update-mass-job-cuts-october-netflix-hubspot-flock-more"],"source_count":3,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"warn-heartland-human-care-2026-02-17-724","company":"Heartland Human Care Services","date":"2026-02-17","month":"2026-02","headcount":636,"headcount_basis":"WARN (sum of state notices)","headcount_display":"636 (WARN)","warn_workers":636,"warn_sites":11,"states":["IL"],"locations":"11 site(s): 1628 W. Morse Ave.               4822 N. Broadway Ave., Chic; 1628 W. Morse Ave., Chicago, IL 60626; 3500 S. Giles, Chicago, IL 60653; 4822 N. Broadway Ave., Chicago, IL 60640; 5715 W. Belmont, Chicago, IL 60634; Multiple Chicago locations, Chicago, IL","country":"US","industry":"Human Rights Organization","sector":"Other / Unknown","reason":"Filed reason: Cook; Financial","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/Aug%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/May2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/April2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/March2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/Feb2026MonthlyWARNReport.xlsx"],"source_count":6,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-dsv-contract-logistics-2026-04-02-519","company":"DSV Contract Logistics (3PL Logistics Facility)","date":"2026-04-02","month":"2026-04","headcount":546,"headcount_basis":"WARN (sum of state notices)","headcount_display":"546 (WARN)","warn_workers":546,"warn_sites":2,"states":["IL","TX"],"locations":"2 site(s): 3051 Gateway Commerce Center Drive South, Edwardsville, IL 6; Wilmer, Dallas County","country":"US","industry":"Transportation and Warehousing","sector":"Transportation & Logistics","reason":"Filed reason: Relocation","ai_score":5,"ai_band":"Minimal","score_rationale":"Relocation","score_steps":"non-AI cause only (5)","evidence_tags":["relocation"],"sources":["https://www.twc.texas.gov/sites/default/files/oei/docs/warn-act-listings-2026-twc.xlsx","https://www.illinoisworknet.com/DownloadPrint/April2026MonthlyWARNReport.xlsx"],"source_count":2,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"lucid-2026-06","company":"Lucid Group","date":"2026-06-22","month":"2026-06","headcount":136,"headcount_basis":"WARN (sum of state notices; company-wide total not disclosed)","headcount_display":"136 in WARN notices (~18% of US workforce (~1,500 est.))","warn_workers":136,"warn_sites":1,"states":["CA"],"locations":"US (CA, AZ)","country":"US","industry":"Automotive (EV)","sector":"Automotive","reason":"New CEO cutting ~18% of US staff incl. hourly manufacturing workers to 'simplify the company' and extend cost savings.","ai_score":5,"ai_band":"Minimal","score_rationale":"Cost-cutting / efficiency","score_steps":"non-AI cause only (5)","evidence_tags":["cost_cutting","demand_or_customer_loss","financial_distress"],"sources":["https://www.reuters.com/business/world-at-work/ev-maker-lucid-lay-off-about-18-us-workforce-2026-06-22/","https://www.sec.gov/Archives/edgar/data/1811210/000162828026044501/lcid-20260622.htm","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf"],"source_count":3,"source_types":["SEC","WARN"],"primary_type":"SEC","notes":"Company gave a percentage, not a count; ~1,500 is a press estimate, excluded from totals."},{"id":"warn-ineos-styrolution-america-2026-07-02-730","company":"INEOS Styrolution America, LLC","date":"2026-07-02","month":"2026-07","headcount":94,"headcount_basis":"WARN (sum of state notices)","headcount_display":"94 (WARN)","warn_workers":94,"warn_sites":2,"states":["IL"],"locations":"2 site(s): 25846 SW Frontage Rd., Channahon, IL 60410","country":"US","industry":"Plastics Material and Resin Manufacturing","sector":"Manufacturing & Industrial","reason":"Filed reason: Faltering Co.; Financial; Restructuring; Will","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress","reorg_consolidation"],"sources":["https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/WARN%20Report%20Monthly%20July%202026.xlsx"],"source_count":2,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-hyster-yale-materials-2026-03-31-729","company":"Hyster-Yale Materials Handling, Inc.","date":"2026-03-31","month":"2026-03","headcount":90,"headcount_basis":"WARN (sum of state notices)","headcount_display":"90 (WARN)","warn_workers":90,"warn_sites":6,"states":["IL"],"locations":"6 site(s): 1010 E. Fairchild St., Danville, IL 61832","country":"US","industry":"Industrial Machinery and Equipment Wholesalers","sector":"Manufacturing & Industrial","reason":"Filed reason: Relocation; Vermilion","ai_score":5,"ai_band":"Minimal","score_rationale":"Relocation","score_steps":"non-AI cause only (5)","evidence_tags":["relocation"],"sources":["https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/WARN%20Report%20Monthly%20July%202026.xlsx","https://www.illinoisworknet.com/DownloadPrint/May2026MonthlyWARNReport.xlsx","https://www.illinoisworknet.com/DownloadPrint/March2026MonthlyWARNReport.xlsx"],"source_count":4,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-bfg-supply-2026-08-24-92","company":"BFG Supply Co., LLC","date":"2026-08-24","month":"2026-08","headcount":74,"headcount_basis":"WARN (sum of state notices)","headcount_display":"74 (WARN)","warn_workers":74,"warn_sites":3,"states":["CA","IL"],"locations":"3 site(s): 2552 Shenandoah Way  San Bernardino CA 92407 (San Bernardino; 3740 Seaport Boulevard, Suite 10  West Sacramento CA 95691 (; 70 Eastgate Dr., Danville, IL 61834","country":"US","industry":"Wholesale Trade","sector":"Retail & Consumer","reason":"Filed reason: Financial","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn_report1.xlsx","https://www.illinoisworknet.com/DownloadPrint/Aug%202026%20Monthly%20WARN%20Report.xlsx"],"source_count":2,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-founders-insurance-2026-01-05-773","company":"Founders Insurance Company","date":"2026-01-05","month":"2026-01","headcount":43,"headcount_basis":"WARN (sum of state notices)","headcount_display":"43 (WARN)","warn_workers":43,"warn_sites":1,"states":["IL"],"locations":"1 site(s): 1350 E Touhy Ave., #200W, Des Plaines, IL 60018","country":"US","industry":"Property and Casualty Insurance Carrier","sector":"Finance & Insurance","reason":"Filed reason: Business Slowdown","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress","ai_exposed_roles"],"sources":["https://www.illinoisworknet.com/DownloadPrint/Jan2026MonthlyWARNReport.xlsx"],"source_count":1,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-heartland-human-care-2026-08-11-725","company":"Heartland Human Care Services","date":"2026-08-11","month":"2026-08","headcount":4,"headcount_basis":"WARN (sum of state notices)","headcount_display":"4 (WARN)","warn_workers":4,"warn_sites":2,"states":["IL"],"locations":"2 site(s): 2850 S Wabash Ave., Chicago, IL 60616; 407 N Kedzie Ave., Chicago, IL 60612","country":"US","industry":"Human Rights Organization","sector":"Other / Unknown","reason":"Filed reason: Financial","ai_score":5,"ai_band":"Minimal","score_rationale":"Financial losses / distress","score_steps":"non-AI cause only (5)","evidence_tags":["financial_distress"],"sources":["https://www.illinoisworknet.com/DownloadPrint/Aug%202026%20Monthly%20WARN%20Report.xlsx","https://www.illinoisworknet.com/DownloadPrint/Sept%202026%20Monthly%20WARN%20Report.xlsx"],"source_count":2,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"whitbread-2026-04","company":"Whitbread","date":"2026-04-30","month":"2026-04","headcount":3800,"headcount_basis":"announced","headcount_display":"~3,800","warn_workers":null,"warn_sites":0,"states":[],"locations":"UK / Ireland","country":"UK","industry":"Hospitality","sector":"Health Care & Pharma","reason":"Closing all 197 branded restaurants (Beefeater, Brewers Fayre) and replacing them with in-hotel food service.","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","reorg_consolidation"],"sources":["https://www.reuters.com/sustainability/sustainable-finance-reporting/premier-inn-owner-whitbread-extends-restaurant-overhaul-all-sites-cut-3800-jobs-2026-04-30/","https://www.theguardian.com/business/2026/apr/30/last-beefeater-and-brewers-fayre-restaurants-to-close-with-loss-of-3800-jobs-premier-inn-owner-says"],"source_count":2,"source_types":["news"],"primary_type":"news","notes":""},{"id":"tyson-2026-08","company":"Tyson Foods (Joslin IL & Eagle Mountain UT)","date":"2026-08-13","month":"2026-08","headcount":3223,"headcount_basis":"announced","headcount_display":"~3,223 (2,500 Joslin + 723 Eagle Mountain)","warn_workers":2495,"warn_sites":1,"states":["IL"],"locations":"IL, UT","country":"US","industry":"Food Processing / Meatpacking","sector":"Food & Agriculture","reason":"Closing more beef facilities amid the cattle shortage.","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","supply_shortage"],"sources":["https://finance.yahoo.com/markets/commodities/articles/tyson-foods-close-sell-three-222623947.html","https://www.fooddive.com/news/tyson-close-beef-plants-cattle-shortage-/827918/","https://www.illinoisworknet.com/DownloadPrint/Aug%202026%20Monthly%20WARN%20Report.xlsx"],"source_count":3,"source_types":["WARN","news"],"primary_type":"news","notes":""},{"id":"zalando-2026-01","company":"Zalando","date":"2026-01-08","month":"2026-01","headcount":2700,"headcount_basis":"announced","headcount_display":"~2,700 (Erfurt site)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Germany","country":"Germany","industry":"E-commerce / Logistics","sector":"Technology","reason":"Closing Erfurt fulfilment centre to streamline logistics after acquiring About You.","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","merger_integration"],"sources":["https://corporate.zalando.com/en/convenience/zalando-reshapes-logistics-network-creating-more-value-customers-and-partners","https://www.bloomberg.com/news/articles/2026-01-08/zalando-shutting-german-logistics-center-with-2-700-employees"],"source_count":2,"source_types":["company"],"primary_type":"company","notes":""},{"id":"sec-0001193125-26-216107","company":"Autoliv INC","date":"2026-05-11","month":"2026-05","headcount":2200,"headcount_basis":"8-K text","headcount_display":"~2,200 (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Ogden, UT","country":"US","industry":"Automotive / Transportation Equipment","sector":"Automotive","reason":"On May 8, 2026, Autoliv, Inc. 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AP's ~17,000 includes indirect jobs. Totals use WARN notices only. Florida (HQ) WARN data not yet ingested."},{"id":"macys-2026-01","company":"Macy's (Connecticut distribution centers)","date":"2026-01-13","month":"2026-01","headcount":1050,"headcount_basis":"WARN (sum of state notices)","headcount_display":"1,050","warn_workers":245,"warn_sites":3,"states":["CA","NJ"],"locations":"CT","country":"US","industry":"Retail","sector":"Retail & Consumer","reason":"Closing South Windsor and Cheshire distribution/fulfilment sites to modernize the supply chain.","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","reorg_consolidation"],"sources":["https://www.usatoday.com/story/money/shopping/2026/01/21/macys-layoffs-2026/88281148007/","https://www.supplychaindive.com/news/macys-closes-units-at-connecticut-distribution-center/809632/","https://edd.ca.gov/siteassets/files/jobs_and_training/warn/warn-report-for-7-1-25-to-6-30-26.pdf","https://www.nj.gov/labor/assets/PDFs/WARN/2026_WARN_Notice_Archive.pdf"],"source_count":4,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-alan-ritchey-2026-01-06-500","company":"Alan Ritchey","date":"2026-01-06","month":"2026-01","headcount":729,"headcount_basis":"WARN (sum of state notices)","headcount_display":"729 (WARN)","warn_workers":729,"warn_sites":1,"states":["CO"],"locations":"1 site(s): Adams","country":"US","industry":"Freight Transportation","sector":"Transportation & Logistics","reason":"Filed reason: Closure","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures"],"sources":["https://docs.google.com/spreadsheets/d/19jmo4Cwj933cmSBKV1t0zZ5O-2H5IpiLIhSH9MF8WF0/export?format=csv&gid=1928499704"],"source_count":1,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"warn-liberty-home-choices-2026-03-01-705","company":"Liberty Home Choices","date":"2026-03-01","month":"2026-03","headcount":615,"headcount_basis":"WARN (sum of state notices)","headcount_display":"615 (WARN)","warn_workers":615,"warn_sites":1,"states":["PA"],"locations":"1 site(s): 112 North 8 th Street, Suite 600, Philadelphia, PA  19107 (P","country":"US","industry":"Unknown","sector":"Other / Unknown","reason":"Closure (WARN notice)","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures"],"sources":["https://www.pa.gov/agencies/dli/programs-services/workforce-development-home/warn-requirements/warn-notices"],"source_count":1,"source_types":["WARN"],"primary_type":"WARN","notes":""},{"id":"sec-0001794515-26-000033","company":"ZoomInfo Technologies Inc.","date":"2026-05-11","month":"2026-05","headcount":600,"headcount_basis":"8-K text","headcount_display":"~600 (8-K)","warn_workers":null,"warn_sites":0,"states":[],"locations":"Vancouver, WA","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On May 5, 2026, the Company’s Board of Directors (the \"Board\") approved a restructuring program (the “2026 Restructuring Program”) in order to reduce operating costs and drive stronger operating leverage. 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Item 2.06 Material Impairments. On March 25, 2026, EnerSys announced a plan to close its facility in Tijuana, Mexico, which focused on manufacturing lead acid batteries. 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The investment is expected to accelerate innovation, expand capacity and optimize our U.S. chemistries manufacturing and distribution network. The Consolidation Plan includes the anticipated …","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1757898/000162828026053412/ste-20260805.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001819404-26-000079","company":"Nerdy Inc.","date":"2026-08-06","month":"2026-08","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"St. Louis, MO","country":"US","industry":"Education","sector":"Education","reason":"On July 31, 2026, Nerdy Inc. (the “Company”) committed to a plan to wind down its Varsity Tutors for Schools offering and business line. The wind-down permits the Company to focus on its core Consumer business. The Company currently estimates exit-related costs in the range of $2 million to $4 million, substantially all of which it expects to recognize during the third quarter of 2026. The exit-related costs include …","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1819404/000181940426000079/nrdy-20260731.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001104659-26-103548","company":"Tela Bio, Inc.","date":"2026-08-31","month":"2026-08","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Malvern, PA","country":"US","industry":"Instruments / Medical Devices","sector":"Health Care & Pharma","reason":"On August 28, 2026, the Board of Directors (the “ Board ”) of TELA Bio, Inc. (the “ Company ”) approved a reduction in workforce (the “ Plan ”) in order to reduce the Company’s operating expenses and preserve capital to focus on improving product sales to support increasing future revenue growth. The Plan will reduce the Company’s workforce by approximately 20%, from 201 full-time employees to 160 full-time employees…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1561921/000110465926103548/tm2624299d1_8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0000931148-26-000075","company":"Graftech International LTD","date":"2026-08-31","month":"2026-08","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Brooklyn Heights, OH","country":"US","industry":"Electronics / Semiconductors","sector":"Technology","reason":"On August 6, 2026, the Board of Directors of GrafTech International Ltd. (the “Company”) approved a plan to permanently cease manufacturing operations at the Company’s graphite electrode and pin manufacturing facility located in Monterrey, Mexico (the “Monterrey Facility”). The Company began notifying affected employees on August 31, 2026. The Company is undertaking this action to better align the Company’s manufactu…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/931148/000093114826000075/gti-20260806.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0002039852-26-000121","company":"Bancorp, Inc.","date":"2026-09-04","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Wilmington, DE","country":"US","industry":"Banking","sector":"Finance & Insurance","reason":"On September 1, 2026, The Bancorp Bank, N.A. (the “Bank”), a wholly owned subsidiary of The Bancorp, Inc. 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As part of the Restructuring, the Bank intends to discontinue the origination of retail and wholesale Small Business Lending (“SBL”) loans by the …","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting","ai_exposed_roles"],"sources":["https://www.sec.gov/Archives/edgar/data/1295401/000203985226000121/tbbk8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001493152-26-042189","company":"CVD Equipment Corp","date":"2026-09-10","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Central Islip, NY","country":"US","industry":"Industrial Machinery / Computers","sector":"Technology","reason":"On September 3, 2026, the Board of Directors (the “Board”) of CVD Equipment Corporation (the “Company”) committed to a restructuring plan (the “Restructuring Plan”) following a thorough evaluation of strategic alternatives for its CVD equipment business. Under the Restructuring Plan, the Company will no longer pursue new system orders for its CVD equipment business. In connection with the Restructuring Plan, the Comp…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/766792/000149315226042189/form8-k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001193125-26-387279","company":"Commerce.com, Inc.","date":"2026-09-10","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Austin, TX","country":"US","industry":"Software / IT Services","sector":"Technology","reason":"On September 9, 2026, Commerce.com, Inc. (the “Company”) committed to a plan (the “Plan”) to further align the Company’s current workforce with its on-going cost structure. The decision to implement the Plan is based on continuous improvement efforts to reduce costs, increase profitability and increase the Company’s earnings and cash flow capacity. 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(the “Company”) approved a restructuring plan (the “Restructuring”) intended to focus its resources on advancing the Company’s SION-451 and SION-2222 dual combination program and extend the Company’s cash runway. The Restructuring includes a reduction of the Company’s workforce by approximately 46%, retaining core clinical, regula…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/2036042/000119312526390577/d148638d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001193125-26-393058","company":"Mission Produce, Inc.","date":"2026-09-16","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Oxnard, CA","country":"US","industry":"Other","sector":"Other / Unknown","reason":"As part of Mission Produce, Inc.’s (the “Company”) ongoing efforts to review and optimize its combined distribution network and operations following the Company’s acquisition of Calavo Growers, Inc. (“Calavo”), which was completed on May 28, 2026, the Company has decided to close three of its facilities across the Company’s distribution network and to implement workforce reductions related to the facility closures an…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","merger_integration","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1802974/000119312526393058/d162936d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001171843-26-006140","company":"Woodward, Inc.","date":"2026-09-21","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Fort Collins, CO","country":"US","industry":"Electronics / Semiconductors","sector":"Technology","reason":"On September 15, 2026, the Board of Directors of Woodward, Inc. (the “Company”) approved a plan to transition production out of its Santa Clarita, California, facility to streamline its portfolio and refine its manufacturing footprint. Production of military fixed-wing and rotorcraft flight control actuation will move to the Company's Spartanburg, South Carolina, aerospace manufacturing campus, which is currently und…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/108312/000117184326006140/f8k_092126.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001193125-26-408874","company":"Leslie's, Inc.","date":"2026-09-30","month":"2026-09","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Phoenix, AZ","country":"US","industry":"Retail","sector":"Retail & Consumer","reason":"On September 27, 2026, the Company approved a plan to streamline operations and improve long-term profitability (the “Strategic Plan”). As part of the Strategic Plan, on September 29, 2026, the Company closed approximately 76 U.S. stores identified as under- or non-performing. The Company expects to vacate the closed stores within the next two weeks. The Company cannot currently estimate in good faith the amount or r…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1821806/000119312526408874/d175109d8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001628280-26-064270","company":"Goodyear Tire & Rubber CO /Oh/","date":"2026-10-01","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Akron, OH","country":"US","industry":"Rubber / Plastics","sector":"Manufacturing & Industrial","reason":"On September 29, 2026, The Goodyear Tire & Rubber Company (the “Company”) approved a plan to close its chemical manufacturing facilities in Niagara Falls, New York (“Niagara Falls”) and Bayport, Texas (“Bayport”). The plan includes approximately 85 job reductions. The Company expects to substantially complete this rationalization plan by the end of 2027 and estimates the total pre-tax charges associated with this act…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/42582/000162828026064270/gt-20260929.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001628280-26-065292","company":"Azenta, Inc.","date":"2026-10-07","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Burlington, MA","country":"US","industry":"Industrial Machinery / Computers","sector":"Technology","reason":". On October 5, 2026, the Board of Directors of Azenta, Inc. (the “Company”) approved, and the Company committed to, a restructuring plan (the “Plan”) within the Company’s Multiomics reportable segment. The Plan is intended primarily to consolidate the Company’s North American laboratory network, simplify its organizational structure and improve operating efficiency, and consists of workforce reductions and the closu…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/933974/000162828026065292/azta-20261005.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001683168-26-007816","company":"Premier Air Charter Holdings Inc.","date":"2026-10-13","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Carlsbad, CA","country":"US","industry":"Instruments / Medical Devices","sector":"Health Care & Pharma","reason":"As a result of the return of the CJ3 Aircraft and the termination of the management arrangement for the CJ2 aircraft described in Item 8.01 below, Premier no longer operates any Cessna Citation CJ-series aircraft. On October 2, 2026, management of the Company committed to a reduction in force under which five of Premier’s ten Citation CJ-rated pilots will be separated from employment and the remaining five will be re…","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","merger_integration","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/1570937/000168316826007816/prem_8k.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""},{"id":"sec-0001628280-26-065837","company":"Daktronics INC /Sd/","date":"2026-10-14","month":"2026-10","headcount":null,"headcount_basis":null,"headcount_display":"Not stated in 8-K","warn_workers":null,"warn_sites":0,"states":[],"locations":"Brookings, SD","country":"US","industry":"Consumer Products","sector":"Retail & Consumer","reason":"On October 12, 2026, the Board of Directors (the “ Board ”) of Daktronics, Inc., a Delaware corporation (the “ Company ”), approved certain manufacturing network optimization initiatives (the “ Optimization Initiatives ”). The Optimization Initiatives are intended to improve factory utilization, increase manufacturing flexibility, and reduce structural costs across the Company’s global manufacturing network. As part …","ai_score":3,"ai_band":"Minimal","score_rationale":"Plant, store or site closure","score_steps":"non-AI cause only (3)","evidence_tags":["facility_closures","cost_cutting"],"sources":["https://www.sec.gov/Archives/edgar/data/915779/000162828026065837/dakt-20261012.htm"],"source_count":1,"source_types":["SEC"],"primary_type":"SEC","notes":""}]}