[{"data":1,"prerenderedAt":896},["ShallowReactive",2],{"uc-hub-industry-government":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":23,"benchmarks":771,"topIndustries":790,"topFunctions":791,"topPatterns":810,"stageMix":831,"regionMix":843,"organizations":858,"other":859},"industry","Industry",{"id":7,"label":8,"description":9},"government","Government and public sector","National, regional and local government, tax, social security, immigration and public services delivered to citizens and businesses.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},49,132,3,92,12,30,{"A":20,"B":21,"C":22,"D":20},0,116,16,[24,54,85,113,128,149,162,182,197,213,239,253,267,281,293,311,329,342,353,364,380,393,409,422,435,444,457,473,488,510,523,534,544,554,572,585,599,611,622,638,653,666,677,688,703,713,728,740,755],{"slug":25,"title":26,"shortTitle":27,"definition":28,"status":29,"industries":30,"functions":33,"patterns":36,"audience":41,"autonomy":42,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":45,"organizations":46,"bestGrade":51,"headline":52,"lastVerified":53,"indexable":11},"outbound-reminder-and-confirmation-agent","AI agent for outbound reminders and confirmations by voice and messaging","Outbound reminders and confirmations","An AI agent that contacts customers about something they already booked or ordered (an appointment, a delivery, a reservation or a service visit) to remind them, confirm attendance and let them cancel or move it in the same conversation, by phone, SMS, WhatsApp or email. It is operational service outreach, not marketing: nothing is sold, and success is measured in kept appointments and reused slots, not in conversion.","published",[31,32,7],"cross-industry","healthcare",[34,35],"customer-service","operations",[37,38,39,40],"voice-agent","conversational-agent","agentic-workflow","prediction-and-scoring","customer-facing","supervised-agent","early-adopters",5,4,[47,48,49,50],"Sheffield Children's NHS Foundation Trust","University Hospitals Coventry and Warwickshire NHS Trust","U.S. Department of Veterans Affairs","WellSpan Health","B",null,"2026-09-26",{"slug":55,"title":56,"shortTitle":57,"definition":58,"status":29,"industries":59,"functions":60,"patterns":63,"audience":41,"autonomy":66,"adoptionStage":43,"evidenceCount":67,"publicEvidenceCount":67,"organizations":68,"bestGrade":51,"headline":76,"lastVerified":53,"indexable":11},"benefits-eligibility-and-application-assistant","AI assistant for benefits eligibility questions and applications","Benefits eligibility and application assistant","An AI assistant that helps people understand which public benefits and grants may apply to them, explains the rules and documents in plain language, guides them through the application and checks it for completeness, while the eligibility decision stays with the agency's rules and caseworkers.",[7],[61,62,34],"citizen-services","case-management",[38,64,37,65],"rag-knowledge-assistant","document-processing","copilot",7,[69,70,71,72,73,74,75],"Department for Work and Pensions","Federal Student Aid (U.S. Department of Education)","Federal Emergency Management Agency","Gemeente Nissewaard","Leeds City Council","Région Provence-Alpes-Côte d'Azur (Région Sud)","YoungWilliams",{"kpi":77,"label":78,"unit":79,"n":80,"nUpTo":20,"kind":81,"value":82,"qualifier":83,"claimant":84,"organization":69,"vendorReported":10},"accuracy","Accuracy","percent",2,"reported",97,"exact","organization",{"slug":86,"title":87,"shortTitle":88,"definition":89,"status":29,"industries":90,"functions":91,"patterns":93,"audience":41,"autonomy":42,"adoptionStage":95,"evidenceCount":96,"publicEvidenceCount":97,"organizations":98,"bestGrade":51,"headline":108,"lastVerified":112,"indexable":11},"citizen-information-assistant","AI assistant for citizen information and government services","Citizen information assistant","An AI assistant that answers residents' and businesses' questions about government services in plain language, grounded only in official guidance with links to the source, points them to the right online service or office, and hands anything personal, urgent or outside its content to a human with the context attached.",[7],[61,34,92],"knowledge-management",[64,38,37,94],"classification-and-routing","mainstream",11,9,[99,100,101,102,103,104,105,106,107],"Abu Dhabi Government (TAMM)","Driver and Vehicle Licensing Agency","Estonian Information System Authority (RIA)","Foreign, Commonwealth and Development Office","Gemeente Tilburg","Government Digital Service","Government of the City of Buenos Aires","Madrid Destino","Montgomery County Government",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":110,"qualifier":111,"claimant":84,"organization":102,"vendorReported":10},1,76,"at-least","2026-09-27",{"slug":114,"title":115,"shortTitle":116,"definition":117,"status":29,"industries":118,"functions":120,"patterns":122,"audience":123,"autonomy":42,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":15,"organizations":124,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"employee-onboarding-assistant","AI assistant for employee onboarding","Employee onboarding assistant","An assistant that guides each new employee from signed contract through the first months: it answers first week questions in plain language, tracks the personal onboarding checklist, triggers the paperwork, equipment, access and training steps in the systems that own them, and keeps the manager and HR informed of what is still open.",[31,7,119,32],"professional-services",[121,92],"human-resources",[38,64,39],"employee-facing",[125,126,127],"American Addiction Centers","KPMG","U.S. Department of Agriculture",{"slug":129,"title":130,"shortTitle":131,"definition":132,"status":29,"industries":133,"functions":137,"patterns":141,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":143,"publicEvidenceCount":44,"organizations":144,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"procurement-contract-review","AI assistant for procurement and supplier contract review","Procurement and contract review","An assistant for procurement and vendor management that reads supplier contracts and proposals, extracts the key terms, flags deviations from the organization's standard positions, drafts requests for proposal and evaluation matrices, and prepares negotiation positions, with a procurement or legal owner approving every conclusion.",[31,134,7,135,136],"banking","retail-and-ecommerce","manufacturing",[138,139,140],"procurement","legal","finance-and-accounting",[65,64,142,39],"content-generation",6,[145,146,147,148],"General Services Administration","Administration for Children and Families","Internal Revenue Service","Walmart",{"slug":150,"title":151,"shortTitle":152,"definition":153,"status":29,"industries":154,"functions":155,"patterns":156,"audience":41,"autonomy":42,"adoptionStage":95,"evidenceCount":45,"publicEvidenceCount":45,"organizations":157,"bestGrade":51,"headline":160,"lastVerified":53,"indexable":11},"tax-questions-and-filing-assistant","AI assistant for tax questions and filing support","Tax questions and filing assistant","An AI assistant that answers taxpayers' questions about taxes, deadlines, refunds and payments, lets authenticated taxpayers check their status or set up a payment plan within set rules, and guides them through filing, while assessments, penalties and disputes stay with the tax authority's staff and systems.",[7],[61,34,140],[38,37,64,94],[158,159,147],"ClearTax","HM Revenue and Customs",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":161,"qualifier":83,"claimant":84,"organization":159,"vendorReported":10},83.03,{"slug":163,"title":164,"shortTitle":165,"definition":166,"status":29,"industries":167,"functions":169,"patterns":170,"audience":172,"autonomy":42,"adoptionStage":95,"evidenceCount":67,"publicEvidenceCount":44,"organizations":173,"bestGrade":51,"headline":179,"lastVerified":112,"indexable":11},"intelligent-document-processing","AI document intelligence for unstructured forms and documents","Intelligent document processing","AI that takes documents in any format, such as scanned forms, PDFs, photos, emails and handwritten notes, splits and classifies them, extracts the required fields with a confidence score, validates them against business rules and source systems, and sends only the uncertain cases to a person before the data enters the downstream process.",[31,7,168,136],"automotive",[35,62,140],[65,171,94],"computer-vision","back-office",[174,175,176,177,178],"Ancine","Pupuk Indonesia","U.S. Immigration and Customs Enforcement","U.S. Citizenship and Immigration Services","Volvo Group",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":180,"qualifier":111,"claimant":181,"organization":174,"vendorReported":11},90,"vendor",{"slug":183,"title":184,"shortTitle":185,"definition":186,"status":29,"industries":187,"functions":188,"patterns":189,"audience":123,"autonomy":66,"adoptionStage":191,"evidenceCount":44,"publicEvidenceCount":44,"organizations":192,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"civil-servant-drafting-copilot","AI drafting copilot for civil servants for correspondence, briefings and ministerial replies","Civil servant drafting copilot","A generative AI assistant that drafts replies to correspondence from the public and elected representatives, briefings, submissions and summaries for civil servants, grounded in the department's approved lines, policy documents and case data, with the official editing and approving every word before it is sent or cleared.",[7],[61,92,62],[142,64,190],"summarization","emerging",[193,194,195,196,104],"Cabinet Office (Government Communication Service)","Crown Prosecution Service","Department for Education","Department for Science, Innovation and Technology (Incubator for Artificial Intelligence)",{"slug":198,"title":199,"shortTitle":200,"definition":201,"status":29,"industries":202,"functions":205,"patterns":206,"audience":123,"autonomy":207,"adoptionStage":95,"evidenceCount":45,"publicEvidenceCount":45,"organizations":208,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"enterprise-knowledge-search","AI enterprise knowledge search for employees","Enterprise knowledge search","An assistant that lets any employee ask a question in plain language and get a synthesized answer from the organization's own policies, procedures, product manuals and research, with citations to the source documents and only from documents the employee is allowed to see.",[31,134,203,204,7,119],"wealth-and-asset-management","insurance",[92,35,34],[64,38,190],"assist",[209,210,211,212],"Bank of America","Morgan Stanley","SIGNAL IDUNA","Wells Fargo",{"slug":214,"title":215,"shortTitle":216,"definition":217,"status":29,"industries":218,"functions":221,"patterns":225,"audience":172,"autonomy":42,"adoptionStage":43,"segment":227,"evidenceCount":143,"publicEvidenceCount":143,"organizations":228,"bestGrade":51,"headline":234,"lastVerified":53,"indexable":11},"application-and-identity-fraud-detection","AI for application and identity fraud detection","Application and identity fraud","AI that checks incoming account and loan applications for forged or AI generated documents, synthetic and stolen identities, and coordinated application rings, by analysing documents, device and application data across the whole queue and cross checking against bureau and official sources.",[134,219,31,7,220],"payments","telecommunications",[222,223,224],"fraud-prevention","onboarding-and-kyc","lending-and-credit",[65,226,171,40],"anomaly-detection","front-office",[229,230,231,69,232,233],"BCU","Close Brothers Motor Finance","CNG Holdings","Payoneer","Telstra",{"kpi":235,"label":236,"unit":237,"n":109,"nUpTo":20,"kind":81,"value":238,"qualifier":83,"claimant":84,"organization":69,"vendorReported":10},"detection-rate-improvement","Detection improvement","multiplier",2.5,{"slug":240,"title":241,"shortTitle":242,"definition":243,"status":29,"industries":244,"functions":245,"patterns":246,"audience":172,"autonomy":207,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":44,"organizations":247,"bestGrade":51,"headline":252,"lastVerified":112,"indexable":11},"benefit-fraud-and-error-detection","AI for benefit fraud and error detection in social security","Benefit fraud and error detection","Risk models that help a social security or benefits agency decide which claims, payments and recipients to check for fraud or error, so that caseworkers verify the riskiest cases first, while every decision on entitlement stays with a person and the model is tested for fairness before and during use.",[7],[222,61,62],[40,226],[248,69,249,250,251],"Centers for Medicare and Medicaid Services","Gemeente Rotterdam","U.S. Department of the Treasury, Bureau of the Fiscal Service","Uitvoeringsinstituut Werknemersverzekeringen (UWV)",{"kpi":235,"label":236,"unit":237,"n":109,"nUpTo":20,"kind":81,"value":238,"qualifier":83,"claimant":84,"organization":69,"vendorReported":10},{"slug":254,"title":255,"shortTitle":256,"definition":257,"status":29,"industries":258,"functions":259,"patterns":262,"audience":172,"autonomy":66,"adoptionStage":191,"segment":263,"evidenceCount":15,"publicEvidenceCount":15,"organizations":264,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"complaints-root-cause-analysis","AI for complaints root cause and systemic issue analysis","Complaints root cause analysis","AI that reads the free text of complaints across all channels, clusters them into themes, separates systemic causes from one off events, links each theme to the product, process or control behind it and routes the insight to the owner who can fix it, with a human validating every root cause and every remediation.",[31,134,204,219,220,7],[260,34,261],"regulatory-compliance","analytics-and-reporting",[94,190,39,64],"second-line",[248,265,266],"Board of Governors of the Federal Reserve System","Federal Trade Commission",{"slug":268,"title":269,"shortTitle":270,"definition":271,"status":29,"industries":272,"functions":274,"patterns":276,"audience":172,"autonomy":42,"adoptionStage":191,"segment":263,"evidenceCount":15,"publicEvidenceCount":15,"organizations":277,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"continuous-controls-testing","AI for continuous controls testing and control self assessment","Continuous controls testing","AI that moves control testing from periodic samples to continuous, full population assurance: it collects evidence from source systems, maps each artefact to the control it supports, tests every transaction or record against the control's rule, flags exceptions for a human to judge and prepares the risk and control self assessment from incident and loss data for the business to review.",[31,134,204,273,7],"capital-markets",[275,260,35],"risk-management",[39,65,226,94],[278,279,280],"Federal Deposit Insurance Corporation","U.S. Department of the Interior","Pension Benefit Guaranty Corporation",{"slug":282,"title":283,"shortTitle":284,"definition":285,"status":29,"industries":286,"functions":287,"patterns":288,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":289,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"court-and-case-file-summarization","AI for court and case file summarization","Case file summarization","AI that condenses court filings, case files, evidence recordings and earlier decisions into structured summaries, chronologies and draft case reports with references to the source pages, so that judges, prosecutors, tribunal staff and government lawyers find what matters faster, while the person responsible reads the underlying material and makes every legal judgment.",[7],[139,62],[190,65,64],[194,290,291,292],"U.S. Department of Justice","Gemeente Amsterdam","Supremo Tribunal Federal",{"slug":294,"title":295,"shortTitle":296,"definition":297,"status":29,"industries":298,"functions":300,"patterns":301,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":44,"organizations":303,"bestGrade":51,"headline":308,"lastVerified":112,"indexable":11},"training-content-generation","AI for creating employee training and eLearning content","Training content creation","Generative AI that helps learning and development teams turn source material such as procedures, product documentation and policies into training: course outlines, lesson text, quizzes, narration, avatar videos and translations, which instructional designers and subject matter experts review before publishing.",[31,7,299,136],"technology",[121,92],[142,302,190],"translation",[304,147,305,306,307],"Carlsberg Group","U.S. Marshals Service","Veterans Benefits Administration","Zoom",{"kpi":309,"label":310,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":180,"qualifier":83,"claimant":181,"organization":307,"vendorReported":11},"processing-time-reduction","Cycle time reduction",{"slug":312,"title":313,"shortTitle":314,"definition":315,"status":29,"industries":316,"functions":317,"patterns":320,"audience":123,"autonomy":66,"adoptionStage":43,"segment":172,"evidenceCount":44,"publicEvidenceCount":44,"organizations":321,"bestGrade":51,"headline":326,"lastVerified":53,"indexable":11},"outbound-notice-drafting","AI for drafting customer letters and outbound notices","Outbound notice drafting","AI that drafts the letters and notices operations must send at scale, such as arrears notices, decline letters, complaint responses, servicing confirmations and product change notices, from case data and approved templates and clauses, in the customer's language, for a person to approve where the notice is regulated.",[31,134,204,7,32,203],[35,34,318,260,319],"collections-and-recovery","claims",[142,64,302],[322,323,324,325],"Acentra Health","Hiscox","Health Resources and Services Administration","SS&C Technologies",{"kpi":309,"label":310,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":327,"qualifier":83,"claimant":181,"organization":328,"vendorReported":11},25,"SS&C GIDS and RS",{"slug":330,"title":331,"shortTitle":332,"definition":333,"status":29,"industries":334,"functions":335,"patterns":336,"audience":123,"autonomy":66,"adoptionStage":95,"evidenceCount":45,"publicEvidenceCount":45,"organizations":337,"bestGrade":51,"headline":340,"lastVerified":112,"indexable":11},"ediscovery-and-disclosure-document-review","AI for eDiscovery and disclosure document review","eDiscovery document review","AI that sorts, prioritises and codes large collections of emails, chats and files for relevance, issues and legal privilege in litigation, investigations and regulatory requests, so that lawyers review the documents most likely to matter and can show the court how the rest were handled.",[31,119,7],[139,62],[94,65,190],[290,266,338,339],"Purpose Legal","Serious Fraud Office",{"kpi":309,"label":310,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":341,"qualifier":83,"claimant":181,"organization":338,"vendorReported":11},85,{"slug":343,"title":344,"shortTitle":345,"definition":346,"status":29,"industries":347,"functions":348,"patterns":349,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":350,"bestGrade":51,"headline":52,"lastVerified":53,"indexable":11},"freedom-of-information-request-processing","AI for freedom of information request processing","Freedom of information requests","AI that helps a public body handle freedom of information and open government requests: logging and clarifying requests, spotting duplicates, searching and deduplicating the records in scope, proposing redactions with the exemption that applies, and drafting the response letter, with an FOI officer deciding what is released.",[7],[61,139,62],[65,94,142],[290,351,352,279],"U.S. Food and Drug Administration, Center for Drug Evaluation and Research","Provincie Noord-Holland",{"slug":354,"title":355,"shortTitle":356,"definition":357,"status":29,"industries":358,"functions":359,"patterns":360,"audience":41,"autonomy":66,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":361,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"immigration-and-visa-application-assistant","AI for immigration and visa applications, from applicant questions to case preparation","Immigration and visa application assistant","AI that helps applicants understand immigration and visa requirements and submit complete applications, and helps immigration staff prepare cases by extracting form data, classifying evidence, routing applications and supporting interviews, while every grant or refusal is decided by an officer against the immigration rules.",[7],[61,62,35],[38,65,94,302],[362,363,176,177],"Home Office (Visa, Status and Information Services)","U.S. Department of State (Bureau of Consular Affairs)",{"slug":365,"title":366,"shortTitle":367,"definition":368,"status":29,"industries":369,"functions":370,"patterns":371,"audience":172,"autonomy":42,"adoptionStage":95,"segment":172,"evidenceCount":143,"publicEvidenceCount":143,"organizations":372,"bestGrade":51,"headline":378,"lastVerified":112,"indexable":11},"correspondence-triage-and-routing","AI for inbound correspondence triage and routing","Correspondence triage and routing","AI that sorts inbound correspondence before anyone answers it: it takes every inbound letter, email, upload and secure message into one intake, identifies what it is, extracts the key fields, links it to the right customer and account, sets priority and routes it to the right team or workflow, replacing the manual sorting desk.",[31,134,204,7],[35,34,62],[94,65,190],[373,374,375,376,377,49],"Ecclesia Group","Encova Insurance","Loadsure","The Master Trust Bank of Japan","Travelers",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":379,"qualifier":83,"claimant":181,"organization":377,"vendorReported":11},91,{"slug":381,"title":382,"shortTitle":383,"definition":384,"status":29,"industries":385,"functions":386,"patterns":387,"audience":172,"autonomy":42,"adoptionStage":43,"segment":172,"evidenceCount":45,"publicEvidenceCount":45,"organizations":388,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"ledger-and-payment-reconciliation","AI for ledger and payment reconciliation","Ledger and payment reconciliation","AI that matches entries across nostro and vostro statements, card and scheme settlement files, the general ledger and suspense accounts, proposes matches and clearing journals, and routes only the genuine breaks to an operator with a plain language explanation.",[134,219,273,31,203,7],[140,35],[39,226,65],[389,390,391,392],"Comrade Trustee Services","Ginnie Mae","National Bank of Greece (Cyprus)","World Food Programme",{"slug":394,"title":395,"shortTitle":396,"definition":397,"status":29,"industries":398,"functions":399,"patterns":400,"audience":41,"autonomy":42,"adoptionStage":43,"evidenceCount":67,"publicEvidenceCount":67,"organizations":401,"bestGrade":51,"headline":407,"lastVerified":53,"indexable":11},"non-emergency-service-request-routing","AI for non emergency service requests and 311 routing","Non emergency service request routing","An AI agent on a city's 311 style phone, chat and messaging channels that answers routine municipal questions, takes service requests such as potholes, missed collections or broken street lights with the right location and details, creates the case in the work order system and routes anything urgent or complex to the right team.",[7],[61,34,62],[38,37,94,39],[99,402,403,404,107,405,406],"London Borough of Barnet","City of Kelowna","Galt Police Department","Newcastle City Council","Rio de Janeiro City Data Office (Escritório de Dados)",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":408,"qualifier":83,"claimant":181,"organization":403,"vendorReported":11},80,{"slug":410,"title":411,"shortTitle":412,"definition":413,"status":29,"industries":414,"functions":415,"patterns":416,"audience":123,"autonomy":66,"adoptionStage":191,"evidenceCount":44,"publicEvidenceCount":44,"organizations":417,"bestGrade":51,"headline":421,"lastVerified":53,"indexable":11},"permit-and-licence-application-processing","AI for permit and licence application processing","Permit and licence application processing","AI that helps applicants submit complete permit and licence applications and helps officers process them, by answering questions about requirements, checking applications for missing or inconsistent information, pulling the relevant policies, history and constraints, and drafting reports, while the grant or refusal stays with a named officer or a published rule.",[7],[61,62,260],[65,39,64,38],[418,73,419,127,420],"Intellectual Property Office","U.S. Fish and Wildlife Service","West Berkshire Council",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":341,"qualifier":111,"claimant":84,"organization":73,"vendorReported":10},{"slug":423,"title":424,"shortTitle":425,"definition":426,"status":29,"industries":427,"functions":429,"patterns":430,"audience":172,"autonomy":42,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":431,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"adverse-event-case-intake","AI for pharmacovigilance adverse event case intake","Adverse event case intake","AI that takes in adverse event reports about medicines, vaccines and devices from calls, emails, forms, literature and partner files, decides whether each is a valid case, flags seriousness, extracts and codes the case data into the safety database format, and routes it to drug safety professionals, who review medical content and regulatory reporting.",[428,7],"pharma-and-life-sciences",[260,62,35],[65,94,38],[432,351,433,434],"Bayer","U.S. Food and Drug Administration","Pfizer",{"slug":436,"title":437,"shortTitle":438,"definition":439,"status":29,"industries":440,"functions":441,"patterns":442,"audience":123,"autonomy":66,"adoptionStage":191,"segment":263,"evidenceCount":15,"publicEvidenceCount":15,"organizations":443,"bestGrade":51,"headline":52,"lastVerified":53,"indexable":11},"policy-drafting-and-gap-analysis","AI for policy drafting and policy gap analysis","Policy drafting and gaps","An assistant that takes a new or changed obligation, finds every internal policy, standard and procedure it touches, flags clauses that now conflict or are silent, and drafts the updated wording in house style as a redline for the policy owner to approve.",[31,134,204,273,7],[260,139,92],[64,142,65,190],[278,146,324],{"slug":445,"title":446,"shortTitle":447,"definition":448,"status":29,"industries":449,"functions":450,"patterns":451,"audience":172,"autonomy":66,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":44,"organizations":452,"bestGrade":51,"headline":456,"lastVerified":112,"indexable":11},"public-consultation-response-analysis","AI for public consultation response analysis","Consultation response analysis","AI that reads every free text response to a public consultation or rulemaking comment period, proposes themes, maps each response to the themes that officials have validated, flags duplicates, campaign letters and responses that need special attention, and produces counts and summaries for the analysts who write the government's response.",[7],[61,261],[190,94,142],[453,265,454,196,455],"Centers for Disease Control and Prevention","Department for Transport","U.S. Department of Transportation, Office of the Secretary",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":16,"qualifier":111,"claimant":84,"organization":454,"vendorReported":10},{"slug":458,"title":459,"shortTitle":460,"definition":461,"status":29,"industries":462,"functions":464,"patterns":465,"audience":41,"autonomy":66,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":44,"organizations":466,"bestGrade":51,"headline":471,"lastVerified":112,"indexable":11},"recruitment-screening-and-interview-scheduling","AI for recruitment screening and interview scheduling","Recruitment screening and scheduling","AI that answers candidates' questions, collects applications in conversation, schedules interviews and, where the organization chooses, assesses applications against the job requirements for a recruiter, who makes every selection decision. In the EU, the screening part is a high risk AI system under Annex III point 4 of the AI Act.",[31,7,463,119],"travel-and-hospitality",[121],[38,94,40,39],[467,468,176,469,470],"Chipotle Mexican Grill","Gojob","Mastercard","Trace3",{"kpi":309,"label":310,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":180,"qualifier":472,"claimant":84,"organization":469,"vendorReported":10},"approximately",{"slug":474,"title":475,"shortTitle":476,"definition":477,"status":29,"industries":478,"functions":479,"patterns":480,"audience":123,"autonomy":207,"adoptionStage":43,"evidenceCount":143,"publicEvidenceCount":143,"organizations":481,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"inspection-prioritization","AI for risk based inspection prioritization in food safety, workplace and environmental regulation","Inspection prioritization","Models that predict which premises, operators or activities are most likely to be non compliant, so that inspectors in food safety, workplace safety, environmental and other regulation spend their visits where the risk is highest, ideally with inspectors choosing the visits and random inspections testing the model.",[7],[275,62,260],[40,226],[482,483,484,485,486,487],"Care Quality Commission","Driver and Vehicle Standards Agency","U.S. Environmental Protection Agency, Office of Enforcement and Compliance Assurance","Food Standards Agency","Nederlandse Arbeidsinspectie","Nederlandse Voedsel- en Warenautoriteit (NVWA)",{"slug":489,"title":490,"shortTitle":491,"definition":492,"status":29,"industries":493,"functions":494,"patterns":497,"audience":123,"autonomy":42,"adoptionStage":43,"evidenceCount":67,"publicEvidenceCount":67,"organizations":498,"bestGrade":51,"headline":505,"lastVerified":112,"indexable":11},"security-alert-triage-and-investigation","AI for security alert triage and investigation in the SOC","Security alert triage","An AI agent in the security operations centre that picks up each new alert or user reported phishing email, gathers the evidence from the SIEM, endpoint, identity and threat intelligence tools, gives a verdict with its reasoning and a draft incident summary, and closes clear false positives while an analyst approves every containment action.",[31,32,299,7,119],[495,496],"security-operations","it-and-engineering",[39,94,190,64],[499,500,501,502,503,504,176],"Avanade","Federal Housing Finance Agency","Human Managed","SEP2","St. Luke's University Health Network","TÜV SÜD",{"kpi":506,"label":507,"unit":79,"n":15,"nUpTo":20,"kind":508,"value":509,"qualifier":83,"claimant":52,"organization":52,"vendorReported":10},"productivity-gain","Productivity gain","median",60,{"slug":511,"title":512,"shortTitle":513,"definition":514,"status":29,"industries":515,"functions":517,"patterns":518,"audience":172,"autonomy":42,"adoptionStage":95,"segment":172,"evidenceCount":44,"publicEvidenceCount":45,"organizations":519,"bestGrade":51,"headline":522,"lastVerified":112,"indexable":11},"supplier-invoice-processing","AI for supplier invoice processing in accounts payable","Supplier invoice processing","AI that captures supplier invoices from any format, extracts header and line data, matches them to purchase orders and goods receipts, proposes tax and cost centre coding, flags duplicates and suspected fraud, and routes them for approval and posting, leaving only exceptions to accounts payable staff.",[31,134,7,135,516],"energy-and-utilities",[140,138],[65,39,226,94],[278,520,176,521],"Kingfisher","Veolia",{"kpi":506,"label":507,"unit":79,"n":109,"nUpTo":109,"kind":81,"value":408,"qualifier":83,"claimant":84,"organization":520,"vendorReported":10},{"slug":524,"title":525,"shortTitle":526,"definition":527,"status":29,"industries":528,"functions":529,"patterns":530,"audience":123,"autonomy":66,"adoptionStage":191,"evidenceCount":45,"publicEvidenceCount":45,"organizations":531,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"support-knowledge-article-generation","AI for support knowledge article generation and maintenance","Knowledge article generation","AI that drafts knowledge base articles from resolved tickets, cases and conversations, detects questions the knowledge base does not answer and articles that are outdated or contradict each other, and proposes new or revised articles for a knowledge owner to review and publish.",[31,7,168],[92,34,496],[142,190,94],[453,147,532,533],"U.S. National Science Foundation","Rivian",{"slug":535,"title":536,"shortTitle":537,"definition":538,"status":29,"industries":539,"functions":540,"patterns":541,"audience":172,"autonomy":207,"adoptionStage":43,"evidenceCount":15,"publicEvidenceCount":15,"organizations":542,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"tax-compliance-risk-scoring","AI for tax compliance risk scoring and audit selection","Tax compliance risk scoring","Models that score tax returns, taxpayers and transactions for the risk of error, underreporting or fraud, so that a tax administration spends its audit and compliance capacity where the risk is highest, with an officer deciding every compliance action and the selection itself monitored for fairness.",[7],[275,62,222],[40,226],[543,159,147],"Belastingdienst",{"slug":545,"title":546,"shortTitle":547,"definition":548,"status":29,"industries":549,"functions":550,"patterns":551,"audience":123,"autonomy":66,"adoptionStage":43,"segment":263,"evidenceCount":45,"publicEvidenceCount":45,"organizations":552,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"vendor-due-diligence","AI for third party and vendor risk due diligence","Vendor due diligence","AI that reviews a vendor's security questionnaires, SOC and assurance reports, contracts and model documentation against the organization's control requirements, researches the vendor's ownership, sanctions, financial health and adverse media, drafts the risk assessment for a human to approve and keeps the register of material service providers current with ongoing monitoring.",[31,134,204,7,219],[138,275,260],[65,64,39,190],[290,147,127,553],"U.S. Trade and Development Agency",{"slug":555,"title":556,"shortTitle":557,"definition":558,"status":29,"industries":559,"functions":560,"patterns":562,"audience":172,"autonomy":66,"adoptionStage":95,"evidenceCount":44,"publicEvidenceCount":44,"organizations":564,"bestGrade":51,"headline":570,"lastVerified":112,"indexable":11},"customer-feedback-analysis","AI for voice of the customer and feedback analysis","Customer feedback analysis","AI that reads every piece of free text customer feedback, such as survey verbatims, NPS comments, reviews, social posts, chat and call transcripts, and turns it into themes, sentiment, drivers and suggested actions that a named owner can act on, so the organization hears all of its customers instead of a sample.",[31,135,7,136],[34,561,261],"marketing",[94,190,563],"speech-analytics",[565,566,567,568,569],"U.S. Department of Housing and Urban Development","Majid Al Futtaim Retail","Mattel","SBF Group","U.S. Social Security Administration",{"kpi":77,"label":78,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":571,"qualifier":83,"claimant":181,"organization":568,"vendorReported":11},84,{"slug":573,"title":574,"shortTitle":575,"definition":576,"status":29,"industries":577,"functions":578,"patterns":579,"audience":123,"autonomy":207,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":581,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"internal-talent-marketplace-matching","AI internal talent marketplace for matching employees to projects, roles and mentors","Internal talent marketplace","An internal platform that uses AI to infer employees' skills and interests and recommend short term projects, open roles, mentors and learning to them, while showing managers which employees fit an opportunity, so that work is staffed from inside before hiring or contracting externally.",[31,136,219,7],[121],[580,40],"recommendation-and-personalization",[582,469,583,584],"Federal Bureau of Prisons","Schneider Electric","Unilever",{"slug":586,"title":587,"shortTitle":588,"definition":589,"status":29,"industries":590,"functions":591,"patterns":592,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":593,"bestGrade":51,"headline":597,"lastVerified":112,"indexable":11},"legal-research-and-drafting-assistant","AI legal research and drafting assistant for lawyers","Legal research and drafting","A generative AI assistant for lawyers in firms, legal departments and public bodies that finds and summarises case law, legislation and internal know how, answers legal questions with citations and drafts first versions of memos, briefings, letters and filings, which a lawyer verifies and signs off.",[119,31,7],[139,92],[64,142,190,65],[594,595,290,596],"A&O Shearman","Ashurst Perkins Coie","U.S. Securities and Exchange Commission",{"kpi":506,"label":507,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":598,"qualifier":472,"claimant":84,"organization":595,"vendorReported":10},45,{"slug":600,"title":601,"shortTitle":602,"definition":603,"status":29,"industries":604,"functions":605,"patterns":606,"audience":123,"autonomy":66,"adoptionStage":95,"evidenceCount":44,"publicEvidenceCount":44,"organizations":607,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"meeting-summarization-and-action-items","AI meeting summarization and action items","Meeting summaries and action items","AI that summarizes internal and operational meetings, such as team, project, board and case meetings: it transcribes an online or in person meeting with the participants' knowledge and produces a summary, decisions and action items with owners and dates for the organizer to check and share. It is the general purpose tool; client advice meetings and sales calls, which feed a regulated record or a sales pipeline, have their own pages.",[31,7,299,119],[92,35],[190,563],[608,609,610,470,104],"U.S. Department of Labor","Ministry of Justice","Softcat",{"slug":612,"title":613,"shortTitle":614,"definition":615,"status":29,"industries":616,"functions":617,"patterns":618,"audience":123,"autonomy":207,"adoptionStage":43,"segment":619,"evidenceCount":45,"publicEvidenceCount":80,"organizations":620,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"regulatory-horizon-scanning","AI regulatory horizon scanning and obligation mapping","Regulatory horizon scanning","An AI system that continuously reads publications from the regulators and standard setters an organization answers to, classifies each item by relevance and urgency, breaks new rules into individual obligations and maps them to the internal policies and controls that meet them, so compliance owners see what changed and where the gaps are.",[31,134,204,219,203,428,7],[260,139,275],[94,65,64,190,39],"compliance",[621,146],"Financial Conduct Authority",{"slug":623,"title":624,"shortTitle":625,"definition":626,"status":29,"industries":627,"functions":628,"patterns":629,"audience":123,"autonomy":66,"adoptionStage":95,"evidenceCount":143,"publicEvidenceCount":143,"organizations":630,"bestGrade":51,"headline":636,"lastVerified":112,"indexable":11},"email-and-ticket-reply-drafting","AI reply drafting for customer email and support tickets","Email and ticket reply drafting","A copilot for asynchronous service work that drafts the reply to an incoming customer email, message or ticket once it has reached an agent: it summarizes the request, pulls the relevant customer data and approved knowledge, and drafts a reply in the organization's tone and the customer's language for the agent to check, edit and send. Live calls and chats, and the sorting of the inbox itself, are separate use cases.",[31,7,134,220,299],[34,35],[142,190,64,94],[453,631,632,633,634,635],"First National Bank","HYPE","Nomad eSIM","Transportation Security Administration","Turing",{"kpi":309,"label":310,"unit":79,"n":80,"nUpTo":20,"kind":81,"value":637,"qualifier":472,"claimant":181,"organization":632,"vendorReported":11},50,{"slug":639,"title":640,"shortTitle":641,"definition":642,"status":29,"industries":643,"functions":644,"patterns":646,"audience":123,"autonomy":207,"adoptionStage":43,"evidenceCount":15,"publicEvidenceCount":15,"organizations":647,"bestGrade":51,"headline":649,"lastVerified":53,"indexable":11},"conversation-roleplay-training","AI roleplay training for customer conversations","Conversation roleplay training","A training simulator in which generative AI plays a realistic customer, by voice or text, so service, sales and crisis staff can rehearse difficult conversations as often as they need before they handle live ones, and receive structured feedback against the organization's own standards.",[31,134,204,220,7,32],[121,34,645],"sales",[38,37,142],[209,648,49],"GoHealth",{"kpi":650,"label":651,"unit":79,"n":109,"nUpTo":20,"kind":81,"value":652,"qualifier":83,"claimant":181,"organization":648,"vendorReported":11},"conversion-rate-uplift","Conversion uplift",21,{"slug":654,"title":655,"shortTitle":656,"definition":657,"status":29,"industries":658,"functions":660,"patterns":661,"audience":172,"autonomy":42,"adoptionStage":95,"evidenceCount":15,"publicEvidenceCount":15,"organizations":662,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"automated-scoring-of-written-responses","AI scoring of essays and written answers in assessments","Essay and written answer scoring","AI that scores students' essays and short written answers against a rubric, trained on responses scored by human raters, with human raters rescoring a sample of responses and every response the engine is unsure about. In hybrid programmes such as Texas, a human score is the score of record whenever a human scores a response.",[659,7],"education",[35],[94,40],[663,664,665],"ETS","Massachusetts Department of Elementary and Secondary Education","Texas Education Agency",{"slug":667,"title":668,"shortTitle":669,"definition":670,"status":29,"industries":671,"functions":672,"patterns":673,"audience":172,"autonomy":42,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":674,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"procurement-spend-classification","AI spend classification and spend analytics for procurement","Spend classification","AI that reads purchase orders, invoices, card transactions and contracts and assigns each line of spend to a category in the organization's taxonomy, and to the right supplier, so that procurement can see what is bought, from whom and where to consolidate or negotiate.",[31,7,136,32],[138,140,261],[94,65,190],[675,147,127,676],"U.S. General Services Administration","Veterans Health Administration",{"slug":678,"title":679,"shortTitle":680,"definition":681,"status":29,"industries":682,"functions":683,"patterns":684,"audience":123,"autonomy":207,"adoptionStage":43,"evidenceCount":15,"publicEvidenceCount":15,"organizations":685,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"emergency-call-triage-support","AI support for emergency call triage (112 and 911)","Emergency call triage support","AI that supports emergency call takers and dispatchers during 112 and 911 calls, with live transcription, translation, summaries, location cues and alerts for critical conditions such as cardiac arrest, while the call taker keeps every triage and dispatch decision.",[7,32],[61,35],[563,302,190,40],[686,687,404],"Baltimore City 911 (Emergency Communications)","Copenhagen Emergency Medical Services",{"slug":689,"title":690,"shortTitle":691,"definition":692,"status":29,"industries":693,"functions":695,"patterns":696,"audience":123,"autonomy":42,"adoptionStage":95,"segment":697,"evidenceCount":15,"publicEvidenceCount":15,"organizations":698,"bestGrade":51,"headline":52,"lastVerified":702,"indexable":11},"property-valuation-support","AI support for property valuation and appraisal","Property valuation support","AI, most often an automated valuation model, that estimates a property's market value from comparable sales, property characteristics and location data, and either offers to replace a full appraisal within set limits or gives a professional valuer a first pass estimate, the closest comparable sales and a reliability score, so the valuer's time goes to the properties that need a person's judgment.",[694,134,7],"real-estate",[224,62,35],[40,94],"lending",[699,700,701],"Fannie Mae","Riverside County Assessor-County Clerk-Recorder","Valuation Office Agency","2026-09-28",{"slug":704,"title":705,"shortTitle":706,"definition":707,"status":29,"industries":708,"functions":709,"patterns":710,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":711,"bestGrade":51,"headline":52,"lastVerified":112,"indexable":11},"ai-model-inventory","AI system and model inventory with shadow AI discovery","AI model inventory","A governed register of every AI system and model an organization builds, buys or uses, with its owner, purpose, data, risk tier and approval status, kept current by AI that discovers unregistered use, reads the documentation and assembles the evidence a board, auditor or supervisor asks for.",[31,134,204,7,136],[275,260,496],[39,65,64,94],[265,712,584,290],"Office of Management and Budget",{"slug":714,"title":715,"shortTitle":716,"definition":717,"status":29,"industries":718,"functions":719,"patterns":720,"audience":123,"autonomy":66,"adoptionStage":191,"evidenceCount":143,"publicEvidenceCount":44,"organizations":721,"bestGrade":51,"headline":726,"lastVerified":53,"indexable":11},"requirements-to-test-case-generation","AI that turns requirements into user stories, acceptance criteria and test cases","Requirements to test cases","AI that reads product requirements, specifications or recorded sessions, checks them for gaps, ambiguity and contradictions, and drafts structured user stories, acceptance criteria and test cases (for example in Gherkin) that QA engineers review, with each item traced back to the requirement it covers.",[299,7,134,31],[496],[142,65],[722,723,724,725,49],"BrowserStack","Continental AG","LTIMindtree","National Aeronautics and Space Administration",{"kpi":309,"label":310,"unit":79,"n":109,"nUpTo":109,"kind":81,"value":727,"qualifier":83,"claimant":181,"organization":724,"vendorReported":11},67,{"slug":729,"title":730,"shortTitle":731,"definition":732,"status":29,"industries":733,"functions":734,"patterns":735,"audience":41,"autonomy":66,"adoptionStage":43,"evidenceCount":736,"publicEvidenceCount":736,"organizations":737,"bestGrade":51,"headline":52,"lastVerified":53,"indexable":11},"public-service-translation","AI translation and interpretation for multilingual public services","Public service translation","AI that translates government content, documents and conversations between officials and the public, in writing and in real time speech, so people can use public services in their own language, with human translators and interpreters reviewing what carries legal or safety weight.",[7],[61,34,35],[302,38,563,65],8,[686,738,739,71,147,106,107,363],"Delaware County","European Commission",{"slug":741,"title":742,"shortTitle":743,"definition":744,"status":29,"industries":745,"functions":747,"patterns":748,"audience":41,"autonomy":749,"adoptionStage":43,"evidenceCount":44,"publicEvidenceCount":45,"organizations":750,"bestGrade":754,"headline":52,"lastVerified":53,"indexable":11},"ai-visitor-and-tour-guide","AI visitor and tour guide for cities, museums and events","Visitor and tour guide","A location and context aware AI guide, often spoken, that tells visitors of cities, museums, heritage sites and events the stories behind what is around them and answers their questions in their own language, grounded in the organization's curated content and in the visitor's position or the object they scan.",[463,746,7],"media-and-entertainment",[34,561,92],[64,38,37,171,302],"autonomous",[751,752,106,753],"Art Basel","Bloomberg Connects","National Gallery Singapore","C",{"slug":756,"title":757,"shortTitle":758,"definition":759,"status":29,"industries":760,"functions":761,"patterns":762,"audience":123,"autonomy":66,"adoptionStage":43,"evidenceCount":15,"publicEvidenceCount":15,"organizations":763,"bestGrade":754,"headline":767,"lastVerified":112,"indexable":11},"internal-audit-copilot","Generative AI copilot for internal audit","Internal audit copilot","A copilot for internal auditors that drafts planning memos and document request lists from prior audits, summarises large evidence sets, builds risk and control matrices from policies and process documents, and drafts findings and reports, with every statement traceable to its evidence and a qualified auditor accountable for every conclusion.",[31,134,204,7,273,203],[275,260,140],[64,190,142,65,226],[764,765,766],"Banco Bradesco","British Columbia Investment Management Corporation","XP Inc.",{"kpi":768,"label":769,"unit":79,"n":80,"nUpTo":20,"kind":81,"value":770,"qualifier":83,"claimant":181,"organization":764,"vendorReported":11},"handling-time-reduction","Handling time reduction",55,[772],{"kpi":77,"label":78,"unit":79,"aggregate":11,"higherIsBetter":11,"n":67,"nUpTo":20,"median":161,"min":110,"max":82,"byClaimant":773,"vendorOnly":10,"points":774},{"organization":44,"vendor":80,"regulator":20,"independent":20},[775,777,779,781,783,786,788],{"evidenceId":776,"organization":69,"value":82,"qualifier":83,"claimant":84,"grade":51,"pooled":11},"dwp-conversational-platform",{"evidenceId":778,"organization":454,"value":16,"qualifier":111,"claimant":84,"grade":51,"pooled":11},"uk-department-for-transport-consultation-analysis-tool",{"evidenceId":780,"organization":174,"value":180,"qualifier":111,"claimant":181,"grade":754,"pooled":11},"ancine-tax-document-extraction",{"evidenceId":782,"organization":159,"value":161,"qualifier":83,"claimant":84,"grade":51,"pooled":11},"hmrc-ask-hmrc-digital-assistant",{"evidenceId":784,"organization":73,"value":785,"qualifier":83,"claimant":84,"grade":51,"pooled":11},"leeds-city-council-money-information-centre-chatbot",83,{"evidenceId":787,"organization":403,"value":408,"qualifier":83,"claimant":181,"grade":754,"pooled":11},"city-of-kelowna-311-ai-assistant",{"evidenceId":789,"organization":102,"value":110,"qualifier":111,"claimant":84,"grade":51,"pooled":11},"fcdo-consular-enquiry-triage",[],[792,795,797,799,801,803,806,808],{"id":62,"label":793,"count":794},"Case management",15,{"id":34,"label":796,"count":794},"Customer service",{"id":35,"label":798,"count":794},"Operations",{"id":61,"label":800,"count":17},"Citizen services",{"id":260,"label":802,"count":96},"Regulatory compliance",{"id":92,"label":804,"count":805},"Knowledge management",10,{"id":140,"label":807,"count":67},"Finance and accounting",{"id":139,"label":809,"count":67},"Legal",[811,814,816,819,821,824,826,829],{"id":94,"label":812,"count":813},"Classification and routing",23,{"id":65,"label":815,"count":813},"Document processing",{"id":64,"label":817,"count":818},"RAG knowledge assistant",20,{"id":190,"label":820,"count":818},"Summarization",{"id":39,"label":822,"count":823},"Agentic workflow",14,{"id":38,"label":825,"count":823},"Conversational agent",{"id":142,"label":827,"count":828},"Content generation",13,{"id":40,"label":830,"count":805},"Prediction and scoring",[832,834,836,839,841],{"stage":833,"count":17},"announced",{"stage":835,"count":813},"pilot",{"stage":837,"count":838},"production",70,{"stage":840,"count":652},"scaled",{"stage":842,"count":143},"paused",[844,847,850,852,854,856],{"region":845,"count":846},"north-america",82,{"region":848,"count":849},"europe",43,{"region":851,"count":45},"latin-america",{"region":853,"count":109},"middle-east",{"region":855,"count":109},"asia-pacific",{"region":857,"count":109},"global",[99,146,174,686,543,265,193,482,453,248,403,687,194,738,195,196,454,69,100,483,101,739,582,278,71,500,70,266,621,485,102,404,291,72,249,103,145,390,104,105,159,324,362,418,147,73,402,106,664,609,107,725,753,486,487,405,712,280,352,406,700,74,339,292,665,634,177,127,565,290,608,363,455,49,279,250,484,419,433,351,675,176,305,532,596,569,553,251,701,306,420,392],{"records":860,"organizations":838,"byIndustry":861},74,[862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894],{"id":134,"label":863,"count":96,"hub":11},"Banking",{"id":119,"label":865,"count":97,"hub":11},"Professional services",{"id":299,"label":867,"count":736,"hub":11},"Technology and software",{"id":204,"label":869,"count":67,"hub":11},"Insurance",{"id":32,"label":871,"count":67,"hub":11},"Healthcare",{"id":203,"label":873,"count":143,"hub":11},"Wealth and asset management",{"id":136,"label":875,"count":143,"hub":11},"Manufacturing",{"id":135,"label":877,"count":45,"hub":11},"Retail and ecommerce",{"id":219,"label":879,"count":15,"hub":11},"Payments and cards",{"id":168,"label":881,"count":15,"hub":11},"Automotive",{"id":220,"label":883,"count":80,"hub":11},"Telecommunications",{"id":428,"label":885,"count":80,"hub":11},"Pharma and life sciences",{"id":746,"label":887,"count":80,"hub":11},"Media and entertainment",{"id":273,"label":889,"count":109,"hub":11},"Capital markets",{"id":463,"label":891,"count":109,"hub":11},"Travel and hospitality",{"id":516,"label":893,"count":109,"hub":11},"Energy and utilities",{"id":659,"label":895,"count":109,"hub":11},"Education",1790598307719]