{
  "reviewed_at": "2026-10-11",
  "methodology": "Selected headquarters-based examples, not an exhaustive company census. Public comments are paraphrased. Evidence distinguishes deployment, access, pilots, products, and hiring statements. Unknown providers are left undisclosed. Headquarters geography does not locate all employees or measure state platform popularity.",
  "companies": [
    {
      "state": "AK",
      "name": "Resource Data",
      "headquarters": "Anchorage",
      "hq_source": "https://www.resdat.com/terms/",
      "platforms": "OpenAI GPT-4; Azure AI / GPT with Vision",
      "evidence_type": "Client proof of concept",
      "statement_date": "Reviewed Oct 11, 2026",
      "comment": "Resource Data says it implemented a GPT-4 proof of concept to extract surveying requests from AllPoints emails, and used Azure AI with GPT with Vision for document processing.",
      "limitation": "Client implementations; employee chat and coding-tool preferences are not disclosed.",
      "sources": [
        {
          "url": "https://www.resourcedata.com/services/data/artificial-intelligence/",
          "label": "Resource Data \u00b7 AI implementations"
        }
      ]
    },
    {
      "state": "AL",
      "name": "Regions Financial",
      "headquarters": "Birmingham",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/1281761/000128176126000019/rf-20251231.htm",
      "platforms": "GitHub Copilot",
      "evidence_type": "Engineering rollout",
      "statement_date": "Feb 11, 2026",
      "comment": "Management described deploying GitHub Copilot to its developer community, reaching about 10% by the end of 2025.",
      "limitation": "Limited developer rollout; this does not establish a company-wide leading tool.",
      "sources": [
        {
          "url": "https://s202.q4cdn.com/476346942/files/doc_events/2026/Feb/11/Transcript.pdf",
          "label": "Regions \u00b7 conference transcript"
        }
      ]
    },
    {
      "state": "AR",
      "name": "Walmart",
      "headquarters": "Bentonville",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/104169/000010416926000111/wmt-20260604.htm",
      "platforms": "ChatGPT Enterprise",
      "evidence_type": "Employee rollout",
      "statement_date": "Oct 14, 2025",
      "comment": "Walmart says it is rolling out ChatGPT Enterprise to teams across the company and promoting AI literacy among associates.",
      "limitation": "The release describes a rollout and training; it does not rank tools or give active-user counts.",
      "sources": [
        {
          "url": "https://corporate.walmart.com/news/2025/10/14/walmart-partners-with-openai-to-create-ai-first-shopping-experiences",
          "label": "Walmart \u00b7 OpenAI partnership"
        }
      ]
    },
    {
      "state": "AZ",
      "name": "GoDaddy",
      "headquarters": "Tempe",
      "hq_source": "https://www.godaddy.com/legal/agreements",
      "platforms": "Claude Code; Codex CLI",
      "evidence_type": "Developer account",
      "statement_date": "Mar 26, 2026",
      "comment": "Developer Ying Han describes trying GitHub Copilot, Cursor, and Claude Code, then settling primarily on Claude Code and Codex CLI.",
      "limitation": "An individual developer's account published by GoDaddy; no company-wide adoption measure.",
      "sources": [
        {
          "url": "https://www.godaddy.com/resources/news/from-autocomplete-to-autopilot-how-i-adopted-full-agentic-development",
          "label": "GoDaddy \u00b7 engineering blog"
        }
      ]
    },
    {
      "state": "CA",
      "name": "Adobe",
      "headquarters": "San Jose",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/796343/000079634326000003/adbe-20251128.htm",
      "platforms": "Firefly AI Assistant (public product)",
      "evidence_type": "Product announcement",
      "statement_date": "Apr 2026",
      "comment": "Adobe describes its Firefly AI Assistant for creative workflows.",
      "limitation": "This reviewed source does not identify employees' internal chat or coding platforms.",
      "sources": [
        {
          "url": "https://news.adobe.com/news/2026/04/adobe-new-creative-agent",
          "label": "Adobe \u00b7 creative AI assistant"
        }
      ]
    },
    {
      "state": "CA",
      "name": "Alphabet / Google",
      "headquarters": "Mountain View",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/1652044/000165204426000018/goog-20251231.htm",
      "platforms": "Gemini; NotebookLM",
      "evidence_type": "Company-confirmed employee use",
      "statement_date": "Aug 18, 2025",
      "comment": "Google describes employees using Gemini and NotebookLM for work.",
      "limitation": "The source does not rank internal coding platforms or measure platform usage shares.",
      "sources": [
        {
          "url": "https://blog.google/innovation-and-ai/products/google-ai-workplace-examples/",
          "label": "Google \u00b7 employee workplace examples"
        }
      ]
    },
    {
      "state": "CA",
      "name": "Apple",
      "headquarters": "Cupertino",
      "hq_source": "https://investor.apple.com/faq/default.aspx",
      "platforms": "Enchant\u00e9; Enterprise Assistant; Claude / Gemini models; Claude Agent + Codex in Xcode",
      "evidence_type": "Reported employee use / product integration",
      "statement_date": "Jan\u2013Feb 2026",
      "comment": "Reporting describes Apple's internal Enchant\u00e9 and Enterprise Assistant. Apple confirms Claude Agent and Codex integrations in Xcode.",
      "limitation": "The employee tools are independently reported. Xcode integrations alone do not establish Apple employee adoption.",
      "sources": [
        {
          "url": "https://9to5mac.com/2026/01/21/report-details-apples-internal-ai-chatbots-used-to-boost-employee-productivity/",
          "label": "9to5Mac \u00b7 internal assistants"
        },
        {
          "url": "https://www.apple.com/newsroom/2026/02/xcode-26-point-3-unlocks-the-power-of-agentic-coding/",
          "label": "Apple \u00b7 Xcode integration"
        }
      ]
    },
    {
      "state": "CA",
      "name": "Meta",
      "headquarters": "Menlo Park",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/1326801/000162828025058337/meta-20251219.htm",
      "platforms": "Metamate (Llama / GPT-4); Claude Code; Codex",
      "evidence_type": "Reported employee use / team restrictions",
      "statement_date": "Dec 2024 and later reporting",
      "comment": "Fortune reported Metamate's model mix. Later reporting describes limits on Claude Code and Codex use in Meta's applied AI engineering division.",
      "limitation": "Independent reporting, including a paywalled source. The disclosures concern different teams and do not identify a company-wide leader.",
      "sources": [
        {
          "url": "https://fortune.com/2024/12/03/meta-openai-gpt-4-llama-coding-tool/",
          "label": "Fortune \u00b7 Metamate report"
        },
        {
          "url": "https://www.theinformation.com/articles/internal-docs-show-meta-putting-limits-claude-codex-fearing-distillation",
          "label": "The Information \u00b7 coding restrictions"
        }
      ]
    },
    {
      "state": "CA",
      "name": "NVIDIA",
      "headquarters": "Santa Clara",
      "hq_source": "https://investor.nvidia.com/files/doc_financials/2026/q3/13e6981b-95ed-4aac-a602-ebc5865d0590.pdf",
      "platforms": "Cursor; OpenAI Codex",
      "evidence_type": "Reported engineering deployment / vendor case study",
      "statement_date": "Feb 2026 and vendor case study",
      "comment": "Reporting describes Cursor use by more than 30,000 developers. OpenAI describes Codex as a go-to tool for NVIDIA's coding agents team.",
      "limitation": "The sources cover different user groups; neither establishes a company-wide platform ranking.",
      "sources": [
        {
          "url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/nvidia-now-produces-three-times-as-much-code-as-before-ai-specialized-version-of-cursor-is-being-used-by-over-30-000-nvidia-engineers-internally",
          "label": "Tom's Hardware \u00b7 Cursor deployment"
        },
        {
          "url": "https://openai.com/index/nvidia/",
          "label": "OpenAI \u00b7 NVIDIA case study"
        }
      ]
    },
    {
      "state": "CA",
      "name": "Salesforce",
      "headquarters": "San Francisco",
      "hq_source": "https://www.salesforce.com/company/locations/",
      "platforms": "Claude Code",
      "evidence_type": "Company-confirmed engineering rollout",
      "statement_date": "2026 engineering account",
      "comment": "Salesforce says it rolled Claude Code out to all engineers as its primary AI agent tool for software development.",
      "limitation": "The statement identifies the primary engineering agent at that time; it does not establish state-wide tool popularity.",
      "sources": [
        {
          "url": "https://www.salesforce.com/news/stories/how-engineering-became-agentic/",
          "label": "Salesforce \u00b7 engineering account"
        }
      ]
    },
    {
      "state": "CO",
      "name": "Vail Resorts",
      "headquarters": "Broomfield",
      "hq_source": "https://investors.vailresorts.com/investor-faqs",
      "platforms": "My Epic Assistant (proprietary)",
      "evidence_type": "Customer assistant announcement",
      "statement_date": "Mar 18, 2024",
      "comment": "Vail Resorts announced My Epic Assistant in its mobile app, pairing AI answers with access to resort experts.",
      "limitation": "Customer-facing assistant; underlying model provider and employee coding tools are not disclosed.",
      "sources": [
        {
          "url": "https://news.vailresorts.com/2024-03-18-Vail-Resorts-Announces-My-Epic-Assistant-in-the-My-Epic-app-Powered-by-Advanced-AI-and-Resort-Experts",
          "label": "Vail Resorts \u00b7 assistant announcement"
        }
      ]
    },
    {
      "state": "CT",
      "name": "The Hartford",
      "headquarters": "Hartford",
      "hq_source": "https://www.thehartford.com/contact-the-hartford/main",
      "platforms": "Microsoft Copilot; Google Notebook tool",
      "evidence_type": "Management statement",
      "statement_date": "Feb 9, 2026",
      "comment": "Management names Copilot and Google's Notebook tool as productivity examples and says more than 6,000 people have been trained and licensed to start using such tools.",
      "limitation": "The transcript does not break down licenses or active use by product. It calls the Google tool 'Notebook.'",
      "sources": [
        {
          "url": "https://s203.q4cdn.com/260861639/files/doc_events/2026/Feb/09/HIG-UBS-Fireside-Chat-Transcript-2026.pdf",
          "label": "The Hartford \u00b7 UBS transcript"
        }
      ]
    },
    {
      "state": "DE",
      "name": "DuPont",
      "headquarters": "Wilmington",
      "hq_source": "https://www.dupont.com/locations.html",
      "platforms": "Minerva (proprietary)",
      "evidence_type": "Customer chatbot launch",
      "statement_date": "Nov 13, 2024",
      "comment": "DuPont Water Solutions launched Minerva, a generative AI chatbot that searches and summarizes its technical library for water-sector customers.",
      "limitation": "The release names the chatbot but not its external model provider or employee tools.",
      "sources": [
        {
          "url": "https://www.dupont.com/news/dupont-water-solutions-launches-minerva.html",
          "label": "DuPont \u00b7 Minerva launch"
        }
      ]
    },
    {
      "state": "FL",
      "name": "UKG",
      "headquarters": "Weston \u00b7 dual headquarters with Lowell, MA",
      "hq_source": "https://www.ukg.com/contact",
      "platforms": "Google Gemini; Gemini Enterprise; Vertex AI; UKG Bryte AI",
      "evidence_type": "Product partnership",
      "statement_date": "Oct 9, 2025",
      "comment": "UKG selected Google Cloud as its primary AI and data analytics provider, naming Gemini models, Gemini Enterprise, and Vertex AI for its workforce products.",
      "limitation": "Product integration and announced partnership; no company-wide employee chat or coding-tool ranking.",
      "sources": [
        {
          "url": "https://www.ukg.com/company/newsroom/ukg-and-google-cloud-partner-transform-work-agentic-ai-tens-millions-users",
          "label": "UKG \u00b7 Google Cloud partnership"
        }
      ]
    },
    {
      "state": "GA",
      "name": "The Coca-Cola Company",
      "headquarters": "Atlanta",
      "hq_source": "https://www.coca-colacompany.com/careers/location",
      "platforms": "Azure OpenAI Service; Microsoft 365 Copilot",
      "evidence_type": "Business use / productivity testing",
      "statement_date": "Apr 23, 2024",
      "comment": "Coca-Cola says it has used Azure OpenAI Service across marketing, manufacturing, and supply chain, and is testing Copilot for Microsoft 365 for workplace productivity.",
      "limitation": "Copilot is described as testing in this release; the independent bottlers are separate companies.",
      "sources": [
        {
          "url": "https://www.coca-colacompany.com/media-center/the-coca-cola-company-and-microsoft-announce-five-year-strategic-partnership-to-accelerate-cloud-and-generative-ai-initiatives",
          "label": "Coca-Cola \u00b7 Microsoft partnership"
        }
      ]
    },
    {
      "state": "HI",
      "name": "Bank of Hawaii",
      "headquarters": "Honolulu",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/46195/000004619526000015/boh-20251231.htm",
      "platforms": "Microsoft Copilot",
      "evidence_type": "Employee access / training",
      "statement_date": "2025 annual report \u00b7 filed 2026",
      "comment": "The bank says it introduced three training modules in 2025 that employees complete to gain access to Microsoft Co-Pilot.",
      "limitation": "The filing does not identify a license tier, active-user count, or coding platform.",
      "sources": [
        {
          "url": "https://www.sec.gov/Archives/edgar/data/46195/000004619526000015/boh-20251231.htm",
          "label": "Bank of Hawaii \u00b7 2025 Form 10-K"
        }
      ]
    },
    {
      "state": "IA",
      "name": "Workiva",
      "headquarters": "Ames",
      "hq_source": "https://investor.workiva.com/ir-resources/investor-faqs",
      "platforms": "Workiva generative AI; Google Cloud / Microsoft Azure model options",
      "evidence_type": "Customer product integration",
      "statement_date": "Reviewed Oct 11, 2026",
      "comment": "Workiva says generative AI is integrated into its reporting platform for authoring, editing, and free-form questions; its open ecosystem lets customers choose models from providers including Google Cloud and Microsoft Azure.",
      "limitation": "Customer model options are not evidence of employee use or a dominant internal platform.",
      "sources": [
        {
          "url": "https://newsroom.workiva.com/press-releases/workiva-strengthens-its-platform-leadership-integration-generative-ai",
          "label": "Workiva \u00b7 generative AI announcement"
        }
      ]
    },
    {
      "state": "ID",
      "name": "Clearwater Analytics",
      "headquarters": "Boise",
      "hq_source": "https://cwan.com/company/offices-locations/",
      "platforms": "Clearwater proprietary agentic AI",
      "evidence_type": "Client product in production",
      "statement_date": "Sep 15, 2026",
      "comment": "Clearwater reports agentic AI operating in production across nearly 900 clients, following its earlier Clearwater-GPT product announcement.",
      "limitation": "Client product deployment; the reviewed release does not identify the underlying external model or employee coding tools.",
      "sources": [
        {
          "url": "https://cwan.com/press-releases/clearwater-analytics-reports-agentic-ai-now-running-in-production-across-nearly-900-clients/",
          "label": "Clearwater \u00b7 production deployment"
        }
      ]
    },
    {
      "state": "IL",
      "name": "Hyatt",
      "headquarters": "Chicago",
      "hq_source": "https://newsroom.hyatt.com/contacts",
      "platforms": "ChatGPT Enterprise",
      "evidence_type": "Employee deployment",
      "statement_date": "Apr 20, 2026",
      "comment": "OpenAI's case study says Hyatt made ChatGPT Enterprise available across its global corporate and hotel workforce, with onboarding and training.",
      "limitation": "Access does not establish active use by every employee; included Codex access is not a separate coding adoption measure.",
      "sources": [
        {
          "url": "https://openai.com/index/hyatt-advances-ai-with-chatgpt-enterprise/",
          "label": "OpenAI \u00b7 Hyatt case study"
        }
      ]
    },
    {
      "state": "IN",
      "name": "Elanco",
      "headquarters": "Indianapolis",
      "hq_source": "https://www.elanco.com/us/contact",
      "platforms": "Microsoft Security Copilot; Azure OpenAI Service",
      "evidence_type": "Employee / security deployment",
      "statement_date": "Jun 6, 2025",
      "comment": "Elanco executives describe thousands of daily users of Azure OpenAI models and Security Copilot supporting security analysis and remediation.",
      "limitation": "Vendor case study with company comments; the headquarters moved to Indianapolis in October 2025.",
      "sources": [
        {
          "url": "https://www.microsoft.com/en/customers/story/24354-elanco-azure",
          "label": "Microsoft \u00b7 Elanco case study"
        }
      ]
    },
    {
      "state": "KS",
      "name": "Black & Veatch",
      "headquarters": "Overland Park",
      "hq_source": "https://www.bv.com/en-US/about-us/kansas-city",
      "platforms": "Microsoft 365 Copilot; GitHub Copilot; Copilot Studio; Microsoft Foundry",
      "evidence_type": "Employee / engineering deployment",
      "statement_date": "Sep 8, 2026",
      "comment": "Company leaders describe Copilot use across research, sales, and engineering, GitHub Copilot for development, and custom agents built within the Microsoft ecosystem.",
      "limitation": "A vendor case study; productivity results apply to the described teams and workflows.",
      "sources": [
        {
          "url": "https://www.microsoft.com/en/customers/story/27050-black-and-veatch-microsoft-365-copilot",
          "label": "Microsoft \u00b7 Black & Veatch case study"
        }
      ]
    },
    {
      "state": "KY",
      "name": "Yum! Brands",
      "headquarters": "Louisville",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/1041061/000104106126000084/yum-20251231.htm",
      "platforms": "Byte by Yum!; NVIDIA NIM; NVIDIA Riva",
      "evidence_type": "Restaurant technology pilot",
      "statement_date": "Mar 2025",
      "comment": "Yum! says it has piloted NVIDIA-powered AI in selected Taco Bell and Pizza Hut locations, including voice ordering agents using Riva and NIM microservices.",
      "limitation": "The release includes a planned broader rollout; it does not prove completion or identify employee chat tools.",
      "sources": [
        {
          "url": "https://investors.yum.com/news-events/financial-releases/news-details/2025/Yum-Brands-to-Accelerate-AI-Innovation-in-an-Industry-First-Collaboration-With-NVIDIA/default.aspx",
          "label": "Yum! \u00b7 NVIDIA collaboration"
        }
      ]
    },
    {
      "state": "LA",
      "name": "Entergy",
      "headquarters": "New Orleans",
      "hq_source": "https://www.entergy.com/about",
      "platforms": "Microsoft Copilot Studio; Claude via AWS (posting wording)",
      "evidence_type": "Published role responsibilities",
      "statement_date": "Sep 15, 2026",
      "comment": "Entergy's AI developer internship posting lists building and testing agents with Copilot Studio and 'AWS Claude' for HR and shared-services workflows.",
      "limitation": "A role description for a spring 2027 internship; it does not establish a completed rollout or firm-wide adoption.",
      "sources": [
        {
          "url": "https://jobs.entergy.com/job/New-Orleans-Student-Intern-AI-Developer-Spring-2027-Loui/1430299700/",
          "label": "Entergy \u00b7 AI developer role"
        }
      ]
    },
    {
      "state": "MA",
      "name": "Moderna",
      "headquarters": "Cambridge",
      "hq_source": "https://investors.modernatx.com/investor-faqs",
      "platforms": "ChatGPT Enterprise",
      "evidence_type": "Employee deployment",
      "statement_date": "Apr 24, 2024",
      "comment": "Moderna and OpenAI announced an enterprise collaboration that embedded ChatGPT Enterprise across the organization to support business processes and teams.",
      "limitation": "The announcement establishes the deployment, not a current active-user count or coding-tool leader.",
      "sources": [
        {
          "url": "https://news.modernatx.com/news/news-details/2024/Moderna-and-OpenAI-Collaborate-To-Advance-mRNA-Medicine/default.aspx",
          "label": "Moderna \u00b7 OpenAI collaboration"
        }
      ]
    },
    {
      "state": "MD",
      "name": "Lockheed Martin",
      "headquarters": "Bethesda",
      "hq_source": "https://www.lockheedmartin.com/en-us/who-we-are.html/1000",
      "platforms": "LMText Navigator; Meta Llama",
      "evidence_type": "Employee deployment",
      "statement_date": "Nov 4, 2024",
      "comment": "Lockheed Martin says its AI Factory incorporated Llama into LMText Navigator and more than 40,000 U.S. employees were using the capability.",
      "limitation": "A dated company statement about a specific internal assistant; no current platform popularity ranking.",
      "sources": [
        {
          "url": "https://www.lockheedmartin.com/en-us/news/features/2024/Lockheed-Martin-Meta-Collaborate-on-Large-Language-Models-for-National-Security-Applications.html",
          "label": "Lockheed Martin \u00b7 Llama collaboration"
        }
      ]
    },
    {
      "state": "ME",
      "name": "WEX",
      "headquarters": "Portland",
      "hq_source": "https://www.wexinc.com/locations/",
      "platforms": "Named provider not disclosed",
      "evidence_type": "Employee AI community",
      "statement_date": "Jun 2, 2026",
      "comment": "WEX says its AI Accelerators community has more than 1,000 employees building AI skills, testing ideas, and applying them to business problems.",
      "limitation": "This disclosure does not name the chat, coding, or model platforms used.",
      "sources": [
        {
          "url": "https://ir.wexinc.com/news/news-details/2026/WEX-Recognized-by-Forbes-as-One-of-Americas-Best-Employers-for-Company-Culture-2026/default.aspx",
          "label": "WEX \u00b7 employee AI community"
        }
      ]
    },
    {
      "state": "MI",
      "name": "Ford Motor Company",
      "headquarters": "Dearborn",
      "hq_source": "https://wwwqa.fromtheroad.ford.com/us/en/articles/2025/new-ford-world-headquarters",
      "platforms": "Microsoft Copilot (connected-services workflows)",
      "evidence_type": "Vendor account",
      "statement_date": "Apr 10, 2024",
      "comment": "Microsoft's business applications launch account describes Ford using Copilot to produce connected services that enhance the driving experience.",
      "limitation": "The account does not name the exact Copilot edition, quantify deployment, or establish use of Copilot for Finance.",
      "sources": [
        {
          "url": "https://www.microsoft.com/en-us/dynamics-365/blog/business-leader/2024/04/10/2024-release-wave-1-kicks-off-with-hundreds-of-ai-powered-capabilities-for-microsoft-dynamics-365-and-microsoft-power-platform/",
          "label": "Microsoft \u00b7 business applications release"
        }
      ]
    },
    {
      "state": "MN",
      "name": "Target",
      "headquarters": "Minneapolis",
      "hq_source": "https://corporate.target.com/about/locations",
      "platforms": "Store Companion (proprietary)",
      "evidence_type": "Store-team pilot / announced rollout",
      "statement_date": "Jun 20, 2024",
      "comment": "Target announced a pilot of Store Companion, an internal generative AI assistant for store processes, with plans to expand to nearly 2,000 stores by August 2024.",
      "limitation": "The dated announcement is not proof of rollout completion; the model provider is not named.",
      "sources": [
        {
          "url": "https://corporate.target.com/press/release/2024/06/target-to-roll-out-transformative-genai-technology-to-its-store-team-members-chainwide",
          "label": "Target \u00b7 Store Companion announcement"
        }
      ]
    },
    {
      "state": "MO",
      "name": "H&R Block",
      "headquarters": "Kansas City",
      "hq_source": "https://www.sec.gov/Archives/edgar/data/12659/000001265926000026/hrb-20260630.htm",
      "platforms": "Azure OpenAI Service",
      "evidence_type": "Customer-product development",
      "statement_date": "Jun 20, 2023",
      "comment": "H&R Block announced a Microsoft partnership to use Azure OpenAI Service for more consultative and personalized tax experiences.",
      "limitation": "Product-development announcement; no employee chat or coding-tool adoption count.",
      "sources": [
        {
          "url": "https://www.hrblock.com/tax-center/newsroom/company-news/generative-ai-to-fuel-faster-and-better-experiences-for-taxpayers/",
          "label": "H&R Block \u00b7 Microsoft partnership"
        }
      ]
    },
    {
      "state": "MS",
      "name": "C Spire",
      "headquarters": "Ridgeland",
      "hq_source": "https://www.cspire.com/cms/news/wireless/38100008/c-spire-celebrates-35-years-of-being-customer-inspired",
      "platforms": "Microsoft Copilot; ServiceNow AI; Qodo",
      "evidence_type": "Reported employee / coding use",
      "statement_date": "Oct 6, 2025",
      "comment": "In an executive interview, C Spire describes extensive Copilot and ServiceNow AI use and Qodo for coding, with savings measured for particular teams.",
      "limitation": "Independent reporting of executive comments; savings are company-reported and do not establish firm-wide tool shares.",
      "sources": [
        {
          "url": "https://www.fierce-network.com/cloud/c-spire-overcomes-ai-stigma",
          "label": "Fierce Network \u00b7 C Spire executive account"
        }
      ]
    },
    {
      "state": "MT",
      "name": "onX",
      "headquarters": "Missoula",
      "hq_source": "https://www.onxmaps.com/hunt/blog/five-onx-hunt-features-eastern-hunters-need",
      "platforms": "Named provider not disclosed",
      "evidence_type": "Company hiring statement",
      "statement_date": "Reviewed Oct 11, 2026",
      "comment": "onX's engineering posting says it expects staff to use the latest tooling, including AI, thoughtfully and responsibly to improve quality, speed, and impact.",
      "limitation": "The posting does not identify Claude Code, Codex, or another specific platform.",
      "sources": [
        {
          "url": "https://job-boards.greenhouse.io/onxmaps/jobs/4712805006",
          "label": "onX \u00b7 engineering role"
        }
      ]
    },
    {
      "state": "NC",
      "name": "Bank of America",
      "headquarters": "Charlotte",
      "hq_source": "https://www.bankofamerica.com/help/facts/",
      "platforms": "Erica for Employees; ask MERRILL; ask PRIVATE BANK",
      "evidence_type": "Employee AI deployment",
      "statement_date": "Apr 8, 2025",
      "comment": "Bank of America says more than 90% of employees use Erica for Employees; its related assistants help bankers find information and support clients.",
      "limitation": "The disclosure distinguishes existing AI from planned generative AI enhancements; external model providers are not named.",
      "sources": [
        {
          "url": "https://newsroom.bankofamerica.com/content/newsroom/press-releases/2025/04/ai-adoption-by-bofa-s-global-workforce-improves-productivity--cl.html",
          "label": "Bank of America \u00b7 workforce AI adoption"
        }
      ]
    },
    {
      "state": "ND",
      "name": "Eide Bailly",
      "headquarters": "Fargo",
      "hq_source": "https://www.bbb.org/us/nd/fargo/profile/cpa/eide-bailly-llp-0704-8001181",
      "platforms": "Microsoft Copilot",
      "evidence_type": "Author-described use",
      "statement_date": "Jan 6, 2026",
      "comment": "An Eide Bailly tax-blog author describes asking Copilot AI for help in a published roundup.",
      "limitation": "Evidence of a specific author's use; it does not establish an enterprise rollout or specify the Copilot license tier.",
      "sources": [
        {
          "url": "https://www.eidebailly.com/insights/blogs/2026/1/roundup20260106",
          "label": "Eide Bailly \u00b7 tax blog"
        }
      ]
    },
    {
      "state": "NE",
      "name": "Mutual of Omaha",
      "headquarters": "Omaha",
      "hq_source": "https://www.mutualofomaha.com/about/newsroom/article/sp-global-affirms-mutual-of-omahas-a-rating-and-upgrades-financial-strength-assessment",
      "platforms": "Named provider not disclosed",
      "evidence_type": "AI team public commentary",
      "statement_date": "Aug 5, 2026",
      "comment": "Mutual of Omaha's Tech Talk features AI development leader Mindy Chen discussing exploration of generative AI for business workflows and customer experience.",
      "limitation": "The written video introduction does not disclose a specific model, chat, or coding provider.",
      "sources": [
        {
          "url": "https://www.mutualofomaha.com/careers/life-at-mutual/careers-blog/video/exploring-ai-at-mutual-of-omaha",
          "label": "Mutual of Omaha \u00b7 AI Tech Talk"
        }
      ]
    },
    {
      "state": "NH",
      "name": "Hypertherm Associates",
      "headquarters": "Hanover",
      "hq_source": "https://www.hyperthermassociates.com/contact-us/",
      "platforms": "AI cutting automation \u00b7 provider not named",
      "evidence_type": "Technical product commentary",
      "statement_date": "2025 technical brief",
      "comment": "Hypertherm describes camera-based AI that identifies cast-part cutting paths and generates robot programs for foundry automation.",
      "limitation": "Technical application commentary, not a named generative chat or coding deployment. Provider and internal tools are not disclosed.",
      "sources": [
        {
          "url": "https://www.hypertherm.com/globalassets/landing-pages/na/s-brief_00342-25-ics-casttrimming.pdf",
          "label": "Hypertherm \u00b7 AI in automation brief"
        }
      ]
    },
    {
      "state": "NJ",
      "name": "Cognizant",
      "headquarters": "Teaneck",
      "hq_source": "https://careers.cognizant.com/us-en/locations/",
      "platforms": "Microsoft 365 Copilot; Sales Copilot; Services Copilot",
      "evidence_type": "Employee license purchase",
      "statement_date": "May 1, 2024",
      "comment": "Cognizant reports purchasing 25,000 Microsoft 365 Copilot seats for associates, plus 500 Sales Copilot and 500 Services Copilot seats.",
      "limitation": "Purchased seats do not equal active users; this is a dated disclosure.",
      "sources": [
        {
          "url": "https://news.cognizant.com/2024-05-01-COGNIZANT-REPORTS-FIRST-QUARTER-2024-RESULTS",
          "label": "Cognizant \u00b7 Q1 2024 results"
        }
      ]
    },
    {
      "state": "NM",
      "name": "RS21",
      "headquarters": "Albuquerque",
      "hq_source": "https://rs21.io/contact-us",
      "platforms": "MOTHR; SPAICE (proprietary)",
      "evidence_type": "Company AI product statement",
      "statement_date": "Jul 18, 2023",
      "comment": "RS21's press release describes MOTHR as its AI engine and SPAICE as an AI-powered satellite failure and diagnostics tool being operationalized with the Defense Department's Space Test Program.",
      "limitation": "Company-authored release distributed by PRWeb; no employee chat/coding provider is disclosed.",
      "sources": [
        {
          "url": "https://www.prweb.com/releases/RS21_s_SPAICE_Resiliency_Tool_Accepted_into_the_U_S_Department_of_Defense_s_Tradewind_Solutions_Marketplace/prweb19445214.htm",
          "label": "RS21 \u00b7 SPAICE press release"
        }
      ]
    },
    {
      "state": "NV",
      "name": "Rimini Street",
      "headquarters": "Las Vegas",
      "hq_source": "https://investors.riministreet.com/faqs",
      "platforms": "Rimini Agentic UX; ServiceNow",
      "evidence_type": "Customer-product availability",
      "statement_date": "Jan 2026 brochure",
      "comment": "Rimini Street's Agentic UX brochure identifies ServiceNow-powered AI agents and workflow automation layered over existing ERP systems.",
      "limitation": "Customer solutions; the brochure does not establish what employee coding or chat platforms lead internally.",
      "sources": [
        {
          "url": "https://www.riministreet.com/wp-content/uploads/2026/01/Rimini-Agentic-UX%E2%84%A2-The-Next-Era-of-Enterprise-Productivity.pdf",
          "label": "Rimini Street \u00b7 Agentic UX brochure"
        }
      ]
    },
    {
      "state": "NY",
      "name": "JPMorganChase",
      "headquarters": "New York City",
      "hq_source": "https://www.jpmorganchase.com/content/dam/jpmc/jpmorgan-chase-and-co/investor-relations/documents/annualreport-2025.pdf",
      "platforms": "LLM Suite (proprietary)",
      "evidence_type": "Employee rollout",
      "statement_date": "Apr 7, 2025 \u00b7 2024 annual letter",
      "comment": "Jennifer Piepszak says the firm launched LLM Suite to more than 200,000 colleagues in 2024, giving controlled desktop access to leading generative AI capabilities.",
      "limitation": "This letter does not name the underlying external models or a leading employee coding tool.",
      "sources": [
        {
          "url": "https://www.jpmorganchase.com/ir/annual-report/2024/ar-ceo-letter-jennifer-piepszak",
          "label": "JPMorganChase \u00b7 operating committee letter"
        }
      ]
    },
    {
      "state": "OH",
      "name": "Procter & Gamble",
      "headquarters": "Cincinnati",
      "hq_source": "https://us.pg.com/cincinnati-hq/",
      "platforms": "Project Genie; four proprietary generative AI platforms",
      "evidence_type": "Employee deployment",
      "statement_date": "Reviewed Oct 11, 2026",
      "comment": "P&G describes broadly deploying four proprietary generative AI platforms. Project Genie retrieves knowledge and helps more than 800 customer service representatives compose responses.",
      "limitation": "P&G's Project Genie is its own tool; this disclosure does not identify the external model provider.",
      "sources": [
        {
          "url": "https://us.pg.com/blogs/keys-to-successful-digital-transformation/",
          "label": "P&G \u00b7 digital transformation"
        }
      ]
    },
    {
      "state": "OK",
      "name": "Williams",
      "headquarters": "Tulsa",
      "hq_source": "https://www.williams.com/our-company/operations/",
      "platforms": "Microsoft Copilot; other approved AI tools",
      "evidence_type": "Employee deployment",
      "statement_date": "Jun 1, 2026",
      "comment": "Williams says more than 90% of employees use Microsoft Copilot and other approved AI tools for routine work and decisions.",
      "limitation": "The 90% figure covers the combined approved-tool set, not Copilot alone.",
      "sources": [
        {
          "url": "https://www.williams.com/2026/06/01/williams-tops-90-ai-adoption-as-approved-tools-become-part-of-everyday-work/",
          "label": "Williams \u00b7 employee AI adoption"
        }
      ]
    },
    {
      "state": "OR",
      "name": "C1 / ConductorOne",
      "headquarters": "Portland",
      "hq_source": "https://craft.co/conductorone/locations",
      "platforms": "Claude Code; Cursor",
      "evidence_type": "Company engineering statement",
      "statement_date": "Jun 10, 2026",
      "comment": "A company engineering posting says its team builds with AI every day and uses Claude Code and Cursor to accelerate iteration and shipping.",
      "limitation": "Company role statement hosted on its investor's job board; no seat counts or usage shares are provided. HQ source is a business directory.",
      "sources": [
        {
          "url": "https://jobs.accel.com/companies/conductorone/jobs/82246771-software-engineer-visibility",
          "label": "C1 \u00b7 engineering role via Accel"
        }
      ]
    },
    {
      "state": "PA",
      "name": "Duolingo",
      "headquarters": "Pittsburgh",
      "hq_source": "https://investors.duolingo.com/resources",
      "platforms": "OpenAI GPT-4; Duolingo Max",
      "evidence_type": "Customer-product integration",
      "statement_date": "Mar 14, 2023",
      "comment": "Duolingo announced GPT-4-powered Duolingo Max features for conversational roleplay and explanations.",
      "limitation": "Historical product integration; it does not establish the current model mix or employees' internal tools.",
      "sources": [
        {
          "url": "https://investors.duolingo.com/news-releases/news-release-details/duolingo-max-shows-future-ai-education",
          "label": "Duolingo \u00b7 Max launch"
        }
      ]
    },
    {
      "state": "RI",
      "name": "CVS Health",
      "headquarters": "Woonsocket",
      "hq_source": "https://www.cvshealth.com/contact.html",
      "platforms": "Microsoft Copilot Chat; internal digital assistant",
      "evidence_type": "Employee access / deployment",
      "statement_date": "2025 impact reporting \u00b7 reviewed Oct 11, 2026",
      "comment": "CVS says Copilot Chat is available to all colleagues and its internal AI digital assistant surpassed one million conversations in 2025.",
      "limitation": "Availability does not equal active use; the internal assistant's model provider is not named.",
      "sources": [
        {
          "url": "https://www.cvshealth.com/impact/healthy-business.html",
          "label": "CVS Health \u00b7 healthy business reporting"
        }
      ]
    },
    {
      "state": "SC",
      "name": "Blackbaud",
      "headquarters": "Charleston",
      "hq_source": "https://www.blackbaud.com/company/contact-us",
      "platforms": "Azure OpenAI Service; Blackbaud Copilot; Impact Edge",
      "evidence_type": "Product integration announcement",
      "statement_date": "Jul 29, 2024",
      "comment": "Blackbaud announced Azure OpenAI Service integration into Impact Edge and a first corporate-audience release of its generative AI chatbot, Blackbaud Copilot.",
      "limitation": "Impact Edge was under development at the announcement; no employee adoption or later rollout completion is inferred.",
      "sources": [
        {
          "url": "https://www.blackbaud.com/newsroom/article/blackbaud-strengthens-impact-edge-ai-and-reporting-capabilities",
          "label": "Blackbaud \u00b7 Microsoft integration"
        }
      ]
    },
    {
      "state": "SD",
      "name": "Sanford Health (nonprofit health system)",
      "headquarters": "Sioux Falls",
      "hq_source": "https://www.sanfordhealth.org/about",
      "platforms": "LAMP; Flexwise",
      "evidence_type": "Internal scheduling pilot",
      "statement_date": "Feb 24, 2022",
      "comment": "Sanford says it piloted its own LAMP predictive staffing tool in Fargo beginning in April 2021 and partnered with Flexwise to incorporate it into workforce optimization software.",
      "limitation": "Predictive scheduling AI, not a generative chat or coding platform. The dated article includes planned expansion.",
      "sources": [
        {
          "url": "https://news.sanfordhealth.org/news/unique-ai-tool-helps-sanford-health-schedule-nurses/",
          "label": "Sanford Health \u00b7 nurse scheduling tool"
        }
      ]
    },
    {
      "state": "TN",
      "name": "HCA Healthcare",
      "headquarters": "Nashville",
      "hq_source": "https://magazine.hcahealthcare.com/care/did-you-know/",
      "platforms": "Google Cloud generative AI; Augmedix",
      "evidence_type": "Clinical documentation pilot",
      "statement_date": "Aug 29, 2023",
      "comment": "HCA describes piloting AI-assisted clinical documentation with Augmedix and Google Cloud, and expanding collaboration on generative AI for clinical workflows.",
      "limitation": "The announcement covers pilots and planned work; it does not prove a company-wide employee chat or coding rollout.",
      "sources": [
        {
          "url": "https://investor.hcahealthcare.com/news/news-details/2023/HCA-Healthcare-Collaborates-With-Google-Cloud-to-Bring-Generative-AI-to-Hospitals/default.aspx",
          "label": "HCA Healthcare \u00b7 Google Cloud collaboration"
        }
      ]
    },
    {
      "state": "TX",
      "name": "AT&T",
      "headquarters": "Dallas",
      "hq_source": "https://about.att.com/pages/media-contacts",
      "platforms": "Ask AT&T (proprietary)",
      "evidence_type": "Employee assistant",
      "statement_date": "Sep 25, 2024",
      "comment": "AT&T describes its internal Ask AT&T platform and work to apply generative AI to employee workflows, including software development.",
      "limitation": "Ask AT&T is an internal platform, not ChatGPT consumer usage. Its adoption does not rank employees' coding tools.",
      "sources": [
        {
          "url": "https://about.att.com/blogs/2024/ask-att-drives-business-value.html",
          "label": "AT&T \u00b7 Ask AT&T business account"
        }
      ]
    },
    {
      "state": "UT",
      "name": "HealthEquity",
      "headquarters": "Draper",
      "hq_source": "https://ir.healthequity.com/static-files/6f4c135f-0231-44f0-8de4-d17b5f5cca66",
      "platforms": "Microsoft 365 Copilot; custom AI agents",
      "evidence_type": "Employee deployment",
      "statement_date": "May 20, 2026",
      "comment": "Microsoft's case study says HealthEquity adopted Copilot as its central AI interaction layer; more than 2,000 employees completed training and hundreds built custom agents.",
      "limitation": "Training completion is not a direct active-user measure; results are from a vendor case study.",
      "sources": [
        {
          "url": "https://www.microsoft.com/en/customers/story/26568-healthequity-microsoft-365-copilot",
          "label": "Microsoft \u00b7 HealthEquity case study"
        }
      ]
    },
    {
      "state": "VA",
      "name": "Capital One",
      "headquarters": "McLean",
      "hq_source": "https://www.capitalone.com/about/corporate-information/corporate-offices/",
      "platforms": "Context Specs (proprietary open-source framework)",
      "evidence_type": "Engineering commentary / framework release",
      "statement_date": "Jun 24, 2026",
      "comment": "Capital One engineers describe Context Specs, their open-source framework for AI-assisted software development using reusable context and agent skills.",
      "limitation": "The framework release does not establish a dominant third-party coding platform or company-wide adoption.",
      "sources": [
        {
          "url": "https://www.capitalone.com/tech/open-source/open-source-context-specs/",
          "label": "Capital One \u00b7 Context Specs"
        }
      ]
    },
    {
      "state": "VT",
      "name": "National Life Insurance Company / National Life Group",
      "headquarters": "Montpelier \u00b7 group also operates in Addison, TX",
      "hq_source": "https://www.nationallife.com/privacy-legal-information",
      "platforms": "Approved AI tools \u00b7 providers not disclosed",
      "evidence_type": "Company hiring statement",
      "statement_date": "Reviewed Oct 11, 2026",
      "comment": "National Life's actuarial posting says it uses AI to work smarter and expects applicants to use approved AI tools where appropriate, with human review of generated content.",
      "limitation": "The posting does not identify tools or quantify adoption. The Vermont home office belongs to National Life Insurance Company within the group.",
      "sources": [
        {
          "url": "https://job-boards.greenhouse.io/nationallifeinsurancecompany/jobs/4140602009",
          "label": "National Life \u00b7 AI proficiency expectations"
        }
      ]
    },
    {
      "state": "WA",
      "name": "Microsoft",
      "headquarters": "Redmond",
      "hq_source": "https://www.microsoft.com/en-us/about/office-locations",
      "platforms": "Microsoft 365 Copilot",
      "evidence_type": "Employee / vendor rollout",
      "statement_date": "Jan 29, 2026",
      "comment": "Microsoft's internal IT team describes deploying Microsoft 365 Copilot to more than 300,000 employees and vendors through phased rollout and adoption programs.",
      "limitation": "The stated population includes vendors; rollout access is not a measure of daily active use.",
      "sources": [
        {
          "url": "https://www.microsoft.com/insidetrack/blog/deploying-microsoft-365-copilot-in-five-chapters/",
          "label": "Microsoft Inside Track \u00b7 deployment guide"
        }
      ]
    },
    {
      "state": "WI",
      "name": "Kohler",
      "headquarters": "Kohler",
      "hq_source": "https://www.kohler.com/en/legal/terms-and-conditions",
      "platforms": "Microsoft 365 Copilot; GitHub Copilot; Copilot Studio",
      "evidence_type": "Employee / engineering deployment",
      "statement_date": "Aug 10, 2026",
      "comment": "Kohler's Microsoft case study describes broad Copilot adoption, custom agents in Copilot Studio, and its IT organization using GitHub Copilot to improve code releases.",
      "limitation": "Vendor case study with company comments; reported outcomes concern the described employee cohorts and workflows.",
      "sources": [
        {
          "url": "https://www.microsoft.com/en/customers/story/26948-kohler-company-microsoft-365-copilot",
          "label": "Microsoft \u00b7 Kohler case study"
        }
      ]
    },
    {
      "state": "WV",
      "name": "MVB Financial",
      "headquarters": "Fairmont",
      "hq_source": "https://ir.mvbbanking.com/resources/investor-contacts/default.aspx",
      "platforms": "Named provider not disclosed",
      "evidence_type": "Management / financial disclosure",
      "statement_date": "Jul 28, 2026",
      "comment": "MVB's quarterly release describes ongoing AI initiatives and AI-driven operational efficiency in its fintech-enabled banking model.",
      "limitation": "The release does not name a chat, coding, or model platform or quantify employee AI use.",
      "sources": [
        {
          "url": "https://www.sec.gov/Archives/edgar/data/1277902/000127790226000078/q22026earningsrelease.htm",
          "label": "MVB \u00b7 Q2 2026 results"
        }
      ]
    },
    {
      "state": "WY",
      "name": "Language IO",
      "headquarters": "Cheyenne",
      "hq_source": "https://languageio.com/contact/",
      "platforms": "Google Gemini; DeepL NextGen",
      "evidence_type": "Customer translation integration",
      "statement_date": "May 12, 2026",
      "comment": "Language IO's CEO says its translation engine now integrates LLMs from Google Gemini and DeepL NextGen directly.",
      "limitation": "Customer-product integration; no evidence here of employee chat or coding-tool preferences.",
      "sources": [
        {
          "url": "https://languageio.com/resources/blogs/better-translations-same-trust-language-io-now-delivers-llm-powered-translation/",
          "label": "Language IO \u00b7 CEO announcement"
        }
      ]
    }
  ]
}
