[{"data":1,"prerenderedAt":382},["ShallowReactive",2],{"uc-hub-pattern-translation":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":22,"benchmarks":309,"topIndustries":323,"topFunctions":340,"topPatterns":357,"stageMix":358,"regionMix":370,"organizations":381,"other":172},"pattern","AI pattern",{"id":7,"label":8,"description":9},"translation","Translation","Translating text or speech between languages, including dialects.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":16,"gradeMix":18},14,55,3,51,12,{"A":19,"B":20,"C":21,"D":19},0,19,36,[23,58,90,115,136,156,173,198,211,228,244,258,280,295],{"slug":24,"title":25,"shortTitle":26,"definition":27,"status":28,"industries":29,"functions":32,"patterns":35,"audience":40,"autonomy":41,"adoptionStage":42,"segment":33,"evidenceCount":15,"publicEvidenceCount":43,"organizations":44,"bestGrade":47,"headline":48,"lastVerified":57,"indexable":11},"travel-insurance-claims-and-assistance-agent","AI agent for travel insurance claims and assistance","Travel insurance claims and assistance","An AI agent that helps insured travellers around the clock and in their own language: it answers cover questions, takes claims for delays, cancellations, lost baggage and medical costs, reads the receipts and certificates they upload, settles simple claims within set limits, and connects medical emergencies and complex cases to the assistance team at once.","published",[30,31],"insurance","travel-and-hospitality",[33,34],"claims","customer-service",[36,37,38,39,7],"conversational-agent","voice-agent","document-processing","agentic-workflow","customer-facing","supervised-agent","emerging",2,[45,46],"Allianz Partners","General Insurance Association of Singapore","B",{"kpi":49,"label":50,"unit":51,"n":19,"nUpTo":52,"kind":53,"value":54,"qualifier":55,"claimant":56,"organization":45,"vendorReported":10},"automation-rate","Automation rate","percent",1,"reported",70,"up-to","organization","2026-09-27",{"slug":59,"title":60,"shortTitle":61,"definition":62,"status":28,"industries":63,"functions":69,"patterns":73,"audience":77,"autonomy":78,"adoptionStage":79,"evidenceCount":80,"publicEvidenceCount":15,"organizations":81,"bestGrade":47,"headline":85,"lastVerified":57,"indexable":11},"marketing-content-compliance-copilot","AI copilot for marketing content with compliance pre review","Marketing content and compliance","A copilot that drafts campaign copy, product explainers and social posts on brand and in the customer's language from approved product facts, then runs a first pass compliance check against advertising rules and required disclosures, flagging unsupported claims and missing warnings before a human in marketing compliance approves publication.",[64,65,30,66,67,68],"cross-industry","banking","payments","wealth-and-asset-management","pharma-and-life-sciences",[70,71,72],"marketing","regulatory-compliance","legal",[74,75,76,7],"content-generation","rag-knowledge-assistant","classification-and-routing","employee-facing","copilot","early-adopters",5,[82,83,84],"Ally Financial","JPMorgan Chase","Klarna",{"kpi":86,"label":87,"unit":51,"n":52,"nUpTo":19,"kind":53,"value":88,"qualifier":89,"claimant":56,"organization":82,"vendorReported":10},"productivity-gain","Productivity gain",34,"exact",{"slug":91,"title":92,"shortTitle":93,"definition":94,"status":28,"industries":95,"functions":98,"patterns":101,"audience":77,"autonomy":103,"adoptionStage":79,"segment":104,"evidenceCount":15,"publicEvidenceCount":15,"organizations":105,"bestGrade":47,"headline":109,"lastVerified":57,"indexable":11},"plant-operator-and-maintenance-copilot","AI copilot for plant operators and maintenance technicians","Plant operator and maintenance copilot","A generative AI assistant for the people who run and repair machines in plants, workshops and service centres: it answers fault and procedure questions from equipment manuals, fault reports, shift logs and live machine data, in the technician's language, with links to the sources, so faults are diagnosed faster and expert knowledge is not lost when experienced staff retire.",[96,97],"manufacturing","automotive",[99,100],"operations","knowledge-management",[75,36,102,7],"summarization","assist","production",[106,107,108],"BMW Group","Georgia-Pacific","Textron Aviation",{"kpi":110,"label":111,"unit":112,"n":19,"nUpTo":52,"kind":53,"value":113,"qualifier":55,"claimant":114,"organization":108,"vendorReported":11},"time-saved-per-task","Time saved per task","minutes",18,"vendor",{"slug":116,"title":117,"shortTitle":118,"definition":119,"status":28,"industries":120,"functions":123,"patterns":125,"audience":77,"autonomy":78,"adoptionStage":79,"evidenceCount":80,"publicEvidenceCount":80,"organizations":126,"bestGrade":47,"headline":132,"lastVerified":57,"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.",[64,121,122,96],"government","technology",[124,100],"human-resources",[74,7,102],[127,128,129,130,131],"Carlsberg Group","Internal Revenue Service","U.S. Marshals Service","Veterans Benefits Administration","Zoom",{"kpi":133,"label":134,"unit":51,"n":52,"nUpTo":19,"kind":53,"value":135,"qualifier":89,"claimant":114,"organization":131,"vendorReported":11},"processing-time-reduction","Cycle time reduction",90,{"slug":137,"title":138,"shortTitle":139,"definition":140,"status":28,"industries":141,"functions":143,"patterns":145,"audience":77,"autonomy":78,"adoptionStage":79,"segment":146,"evidenceCount":80,"publicEvidenceCount":80,"organizations":147,"bestGrade":47,"headline":152,"lastVerified":155,"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.",[64,65,30,121,142,67],"healthcare",[99,34,144,71,33],"collections-and-recovery",[74,75,7],"back-office",[148,149,150,151],"Acentra Health","Hiscox","Health Resources and Services Administration","SS&C Technologies",{"kpi":133,"label":134,"unit":51,"n":52,"nUpTo":19,"kind":53,"value":153,"qualifier":89,"claimant":114,"organization":154,"vendorReported":11},25,"SS&C GIDS and RS","2026-09-26",{"slug":157,"title":158,"shortTitle":159,"definition":160,"status":28,"industries":161,"functions":162,"patterns":165,"audience":40,"autonomy":78,"adoptionStage":79,"evidenceCount":166,"publicEvidenceCount":166,"organizations":167,"bestGrade":47,"headline":172,"lastVerified":57,"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.",[121],[163,164,99],"citizen-services","case-management",[36,38,76,7],4,[168,169,170,171],"Home Office (Visa, Status and Information Services)","U.S. Department of State (Bureau of Consular Affairs)","U.S. Immigration and Customs Enforcement","U.S. Citizenship and Immigration Services",null,{"slug":174,"title":175,"shortTitle":176,"definition":177,"status":28,"industries":178,"functions":179,"patterns":182,"audience":77,"autonomy":78,"adoptionStage":79,"segment":183,"evidenceCount":184,"publicEvidenceCount":184,"organizations":185,"bestGrade":47,"headline":193,"lastVerified":57,"indexable":11},"pep-and-adverse-media-screening","AI for PEP and adverse media screening","PEP and adverse media screening","AI that continuously scans news, court records, registries and other open sources in many languages for negative information and political exposure linked to customers, counterparties and beneficial owners, discards look alikes, and summarises credible risk for the analyst with the sources attached.",[65,66,67],[180,181],"financial-crime-compliance","onboarding-and-kyc",[75,102,76,7],"middle-office",7,[186,187,188,189,190,191,192],"Deutsche Bank","HSBC","Mashreq","OCBC","Santander UK","Save the Children","Scotiabank",{"kpi":194,"label":195,"unit":51,"n":52,"nUpTo":52,"kind":53,"value":196,"qualifier":197,"claimant":114,"organization":191,"vendorReported":11},"handling-time-reduction","Handling time reduction",60,"at-least",{"slug":199,"title":200,"shortTitle":201,"definition":202,"status":28,"industries":203,"functions":204,"patterns":206,"audience":146,"autonomy":78,"adoptionStage":79,"segment":183,"evidenceCount":15,"publicEvidenceCount":43,"organizations":207,"bestGrade":210,"headline":172,"lastVerified":57,"indexable":11},"portfolio-reporting-and-commentary","AI generated client portfolio reports and commentary","Portfolio commentary","AI that drafts each client's periodic portfolio commentary and report narrative (performance, attribution, what drove returns, positioning and outlook) in plain language and in the client's language, where every figure comes from the portfolio system of record and a reviewer approves the text before delivery.",[67,65],[205,34,99],"analytics-and-reporting",[74,102,7],[208,209],"Morgan Stanley","Quilter","C",{"slug":212,"title":213,"shortTitle":214,"definition":215,"status":28,"industries":216,"functions":219,"patterns":220,"audience":77,"autonomy":41,"adoptionStage":79,"evidenceCount":15,"publicEvidenceCount":15,"organizations":221,"bestGrade":210,"headline":225,"lastVerified":57,"indexable":11},"marketing-and-product-content-localization","AI localization of marketing, product and web content","Content localization","AI that translates and adapts an organization's commercial content, such as campaigns, emails, product pages, help content and websites, for each market and language, using the brand's glossary, style guide and past approved translations, and routes the output to human linguists and local marketers for review in proportion to how visible and risky the content is.",[64,217,218,96],"retail-and-ecommerce","professional-services",[70],[7,74],[222,223,224],"Bosch Digital","Lionbridge","Swarovski",{"kpi":133,"label":134,"unit":226,"n":52,"nUpTo":19,"kind":53,"value":227,"qualifier":89,"claimant":114,"organization":224,"vendorReported":11},"multiplier",10,{"slug":229,"title":230,"shortTitle":231,"definition":232,"status":28,"industries":233,"functions":235,"patterns":237,"audience":77,"autonomy":78,"adoptionStage":79,"segment":238,"evidenceCount":166,"publicEvidenceCount":166,"organizations":239,"bestGrade":47,"headline":242,"lastVerified":57,"indexable":11},"investment-research-summarization","AI summaries of investment research and the house view","Research summaries","An AI assistant that condenses long research reports, overnight market moves and the house view into short, sourced briefings for advisors and analysts, answers \"what is our view on X\" on demand, and adapts approved research for different client segments and languages, with every figure traced to the original research.",[67,234,65],"capital-markets",[205,236,100],"sales",[102,75,74,7],"front-office",[240,186,208,241],"Citi","UBS",{"kpi":110,"label":111,"unit":112,"n":19,"nUpTo":52,"kind":53,"value":243,"qualifier":55,"claimant":56,"organization":186,"vendorReported":10},120,{"slug":245,"title":246,"shortTitle":247,"definition":248,"status":28,"industries":249,"functions":250,"patterns":251,"audience":77,"autonomy":103,"adoptionStage":79,"evidenceCount":15,"publicEvidenceCount":15,"organizations":254,"bestGrade":47,"headline":172,"lastVerified":57,"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.",[121,142],[163,99],[252,7,102,253],"speech-analytics","prediction-and-scoring",[255,256,257],"Baltimore City 911 (Emergency Communications)","Copenhagen Emergency Medical Services","Galt Police Department",{"slug":259,"title":260,"shortTitle":261,"definition":262,"status":28,"industries":263,"functions":266,"patterns":267,"audience":146,"autonomy":78,"adoptionStage":268,"evidenceCount":269,"publicEvidenceCount":80,"organizations":270,"bestGrade":210,"headline":276,"lastVerified":155,"indexable":11},"audio-and-video-transcription-and-captioning","AI transcription, subtitles and captions for audio and video","Transcription and captioning","AI that transcribes recorded audio and video, such as podcasts, broadcasts, lessons, interviews and hearings, in several languages, separates the speakers and produces timed transcripts, subtitles and captions for a human editor to check, delivered as files for publishing or the archive.",[264,265,64],"media-and-entertainment","education",[99,100],[252,7,74],"mainstream",6,[271,272,273,274,275],"Ateme","Comeen","Pacers Sports & Entertainment","Sveriges Television (SVT)","Warner Bros. Discovery",{"kpi":277,"label":278,"unit":51,"n":52,"nUpTo":19,"kind":53,"value":279,"qualifier":89,"claimant":114,"organization":275,"vendorReported":11},"cost-reduction","Cost reduction",50,{"slug":281,"title":282,"shortTitle":283,"definition":284,"status":28,"industries":285,"functions":286,"patterns":287,"audience":40,"autonomy":78,"adoptionStage":79,"evidenceCount":288,"publicEvidenceCount":288,"organizations":289,"bestGrade":47,"headline":172,"lastVerified":155,"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.",[121],[163,34,99],[7,36,252,38],8,[255,290,291,292,128,293,294,169],"Delaware County","European Commission","Federal Emergency Management Agency","Madrid Destino","Montgomery County Government",{"slug":296,"title":297,"shortTitle":298,"definition":299,"status":28,"industries":300,"functions":301,"patterns":302,"audience":40,"autonomy":304,"adoptionStage":79,"evidenceCount":80,"publicEvidenceCount":166,"organizations":305,"bestGrade":210,"headline":172,"lastVerified":155,"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.",[31,264,121],[34,70,100],[75,36,37,303,7],"computer-vision","autonomous",[306,307,293,308],"Art Basel","Bloomberg Connects","National Gallery Singapore",[310],{"kpi":133,"label":134,"unit":51,"aggregate":11,"higherIsBetter":11,"n":15,"nUpTo":52,"median":311,"min":153,"max":135,"byClaimant":312,"vendorOnly":11,"points":313},80,{"organization":19,"vendor":15,"regulator":19,"independent":19},[314,316,318,321],{"evidenceId":315,"organization":131,"value":135,"qualifier":89,"claimant":114,"grade":210,"pooled":11},"zoom-ai-video-sales-training",{"evidenceId":317,"organization":275,"value":311,"qualifier":89,"claimant":114,"grade":210,"pooled":11},"warner-bros-discovery-ai-captioning-tool",{"evidenceId":319,"organization":223,"value":320,"qualifier":55,"claimant":56,"grade":210,"pooled":10},"lionbridge-azure-openai-localization",30,{"evidenceId":322,"organization":154,"value":153,"qualifier":89,"claimant":114,"grade":210,"pooled":11},"ssc-gids-complaint-closing-letters",[324,326,328,330,332,334,336,338],{"id":121,"label":325,"count":269},"Government and public sector",{"id":65,"label":327,"count":80},"Banking",{"id":64,"label":329,"count":80},"Cross industry",{"id":67,"label":331,"count":80},"Wealth and asset management",{"id":30,"label":333,"count":15},"Insurance",{"id":96,"label":335,"count":15},"Manufacturing",{"id":142,"label":337,"count":43},"Healthcare",{"id":264,"label":339,"count":43},"Media and entertainment",[341,343,345,347,349,351,353,355],{"id":99,"label":342,"count":184},"Operations",{"id":34,"label":344,"count":80},"Customer service",{"id":100,"label":346,"count":80},"Knowledge management",{"id":163,"label":348,"count":15},"Citizen services",{"id":70,"label":350,"count":15},"Marketing",{"id":205,"label":352,"count":43},"Analytics and reporting",{"id":33,"label":354,"count":43},"Claims",{"id":71,"label":356,"count":43},"Regulatory compliance",[],[359,361,363,365,368],{"stage":360,"count":166},"announced",{"stage":362,"count":80},"pilot",{"stage":104,"count":364},37,{"stage":366,"count":367},"scaled",9,{"stage":369,"count":19},"paused",[371,373,375,377,379],{"region":372,"count":153},"north-america",{"region":374,"count":113},"europe",{"region":376,"count":288},"global",{"region":378,"count":15},"asia-pacific",{"region":380,"count":52},"middle-east",[148,45,82,306,271,106,255,307,222,127,240,272,256,290,186,291,292,257,46,107,187,150,149,168,128,83,84,223,293,188,294,208,308,189,273,209,151,190,191,192,274,224,108,171,169,170,129,241,130,275,131],1790598311423]