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actuarial teams, from automated, transparent risk and demand model building to natural language analysis of rate filings, experience data and reserving diagnostics, while actuaries select the models, sign off the rates and own the professional judgment.",[292],[441,295,160],"product-and-pricing",[162,195,165,224],"pricing",[445,446,142,447,448],"Accelerant Holdings","Europ Assistance","Kinsale Capital Group","MAIF",{"kpi":5,"label":6,"unit":125,"n":129,"nUpTo":22,"kind":174,"value":127,"qualifier":27,"claimant":39,"organization":142,"vendorReported":11},"2026-09-26",{"kpi":5,"label":6,"unit":125,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":127,"min":127,"max":127,"byClaimant":452,"vendorOnly":11,"points":453},{"organization":129,"vendor":22,"regulator":22,"independent":22},[454],{"evidenceId":141,"organization":142,"value":127,"qualifier":27,"claimant":39,"grade":29,"pooled":8},{"useCase":456,"benchmark":470},{"slug":457,"title":458,"shortTitle":459,"definition":460,"status":150,"industries":461,"functions":463,"patterns":465,"audience":166,"autonomy":196,"adoptionStage":168,"evidenceCount":127,"publicEvidenceCount":15,"organizations":467,"bestGrade":86,"headline":469,"lastVerified":175,"indexable":8},"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.",[153,152,292,418,293,462],"pharma-and-life-sciences",[464,296,399],"marketing",[298,225,163,466],"translation",[100,37,468],"Klarna",{"kpi":5,"label":6,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":101,"qualifier":27,"claimant":39,"organization":100,"vendorReported":11},{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":101,"min":101,"max":101,"byClaimant":471,"vendorOnly":11,"points":472},{"organization":129,"vendor":22,"regulator":22,"independent":22},[473],{"evidenceId":99,"organization":100,"value":101,"qualifier":27,"claimant":39,"grade":86,"pooled":8},{"useCase":475,"benchmark":492},{"slug":476,"title":477,"shortTitle":478,"definition":479,"status":150,"industries":480,"functions":482,"patterns":484,"audience":276,"autonomy":226,"adoptionStage":197,"evidenceCount":227,"publicEvidenceCount":127,"organizations":485,"bestGrade":86,"headline":489,"lastVerified":175,"indexable":8},"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.",[153,220,481,156],"automotive",[247,483,159],"case-management",[274,423,163],[139,486,231,487,488],"Pupuk Indonesia","U.S. Citizenship and Immigration Services","Volvo Group",{"kpi":490,"label":491,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":33,"qualifier":66,"claimant":28,"organization":139,"vendorReported":8},"accuracy","Accuracy",{"kpi":5,"label":6,"unit":125,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":20,"min":20,"max":20,"byClaimant":493,"vendorOnly":8,"points":494},{"organization":22,"vendor":129,"regulator":22,"independent":22},[495],{"evidenceId":138,"organization":139,"value":20,"qualifier":27,"claimant":28,"grade":29,"pooled":8},{"useCase":497,"benchmark":514},{"slug":498,"title":499,"shortTitle":500,"definition":501,"status":150,"industries":502,"functions":503,"patterns":505,"audience":276,"autonomy":226,"adoptionStage":506,"segment":169,"evidenceCount":15,"publicEvidenceCount":15,"organizations":507,"bestGrade":29,"headline":510,"lastVerified":175,"indexable":8},"business-onboarding-and-ubo-discovery","AI for business onboarding (KYB) and beneficial ownership discovery","Business onboarding and UBO","An AI agent that builds the know your business (KYB) due diligence file for a new or reviewed corporate client, before any account is opened: it collects registry, incorporation and ownership documents, resolves the entity across sources, maps the ownership chain through holding companies, nominees and trusts to the ultimate beneficial owners, screens the entity and its owners, and presents a risk scored case for a compliance analyst to decide.",[152,418,189],[420,504],"financial-crime-compliance",[274,165,163,224],"emerging",[508,509,133],"BNY","Incore Bank",{"kpi":511,"label":512,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":513,"qualifier":27,"claimant":39,"organization":508,"vendorReported":11},"automation-rate","Automation rate",25,{"kpi":5,"label":6,"unit":125,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":105,"min":105,"max":105,"byClaimant":515,"vendorOnly":8,"points":516},{"organization":22,"vendor":129,"regulator":22,"independent":22},[517],{"evidenceId":132,"organization":133,"value":105,"qualifier":27,"claimant":28,"grade":29,"pooled":8},{"useCase":519,"benchmark":539},{"slug":520,"title":521,"shortTitle":522,"definition":523,"status":150,"industries":524,"functions":525,"patterns":527,"audience":276,"autonomy":226,"adoptionStage":168,"segment":526,"evidenceCount":528,"publicEvidenceCount":528,"organizations":529,"bestGrade":86,"headline":537,"lastVerified":175,"indexable":8},"commercial-underwriting-submission-triage","AI for commercial underwriting submission intake and triage","Underwriting submission triage","AI that reads incoming broker submissions for commercial insurance (emails, applications, schedules of values, loss runs and supplements), extracts the risk data into a structured record, checks clearance and appetite, enriches the risk with internal and third party data and ranks it, so underwriters open a complete, prioritized file instead of an inbox.",[292],[526,247],"underwriting",[274,163,162,165],9,[530,531,532,533,534,447,26,535,536],"American International Group","AXIS Capital","CNA Financial","Generali Global Corporate & Commercial","Hiscox","Paragon Insurance Group","Skyward Specialty Insurance Group",{"kpi":490,"label":491,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":538,"qualifier":38,"claimant":39,"organization":535,"vendorReported":11},98,{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":18,"min":18,"max":18,"byClaimant":540,"vendorOnly":8,"points":541},{"organization":22,"vendor":129,"regulator":22,"independent":22},[542],{"evidenceId":25,"organization":26,"value":18,"qualifier":27,"claimant":28,"grade":29,"pooled":8},{"useCase":544,"benchmark":550},{"slug":214,"title":215,"shortTitle":216,"definition":217,"status":150,"industries":545,"functions":546,"patterns":547,"audience":166,"autonomy":226,"adoptionStage":168,"evidenceCount":227,"publicEvidenceCount":227,"organizations":548,"bestGrade":86,"headline":549,"lastVerified":175,"indexable":8},[153,219,190,220,191],[222,193],[165,163,224,225],[53,229,64,136,230,69,231],{"kpi":5,"label":6,"unit":7,"n":15,"nUpTo":22,"kind":204,"value":65,"qualifier":27,"claimant":205,"organization":205,"vendorReported":11},{"kpi":5,"label":6,"unit":125,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":109,"min":109,"max":109,"byClaimant":551,"vendorOnly":8,"points":552},{"organization":22,"vendor":129,"regulator":22,"independent":22},[553],{"evidenceId":135,"organization":136,"value":109,"qualifier":27,"claimant":28,"grade":29,"pooled":8},{"useCase":555,"benchmark":568},{"slug":556,"title":557,"shortTitle":558,"definition":559,"status":150,"industries":560,"functions":561,"patterns":562,"audience":166,"autonomy":196,"adoptionStage":168,"evidenceCount":126,"publicEvidenceCount":126,"organizations":563,"bestGrade":86,"headline":567,"lastVerified":175,"indexable":8},"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.",[191,153,220],[399,380],[225,298,224,274],[564,84,565,566],"A&O Shearman","U.S. Department of Justice","U.S. Securities and Exchange Commission",{"kpi":5,"label":6,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":85,"qualifier":38,"claimant":39,"organization":84,"vendorReported":11},{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":85,"min":85,"max":85,"byClaimant":569,"vendorOnly":11,"points":570},{"organization":129,"vendor":22,"regulator":22,"independent":22},[571],{"evidenceId":83,"organization":84,"value":85,"qualifier":38,"claimant":39,"grade":86,"pooled":8},{"useCase":573,"benchmark":591},{"slug":574,"title":575,"shortTitle":576,"definition":577,"status":150,"industries":578,"functions":581,"patterns":582,"audience":276,"autonomy":226,"adoptionStage":197,"evidenceCount":249,"publicEvidenceCount":227,"organizations":583,"bestGrade":86,"headline":590,"lastVerified":175,"indexable":8},"personalized-marketing-at-scale","AI marketing personalization at scale","Marketing personalization at scale","AI that runs marketing campaigns at the level of the individual: it decides for each customer which product, offer, message or content to show next across email, app, web and paid media, and generates the matching copy and creative variants within brand and compliance rules. It is the marketing team's engine across many campaigns and channels, not an agent that converses with the customer.",[153,579,580,155,152],"travel-and-hospitality","media-and-entertainment",[464,421],[359,162,298],[584,585,586,78,587,588,589],"Amazon","Catchtable","Commonwealth Bank of Australia","Square Enix","Swarovski","Virgin Voyages",{"kpi":365,"label":366,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":105,"qualifier":27,"claimant":28,"organization":585,"vendorReported":8},{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":16,"min":16,"max":16,"byClaimant":592,"vendorOnly":8,"points":593},{"organization":22,"vendor":129,"regulator":22,"independent":22},[594],{"evidenceId":77,"organization":78,"value":16,"qualifier":38,"claimant":28,"grade":29,"pooled":8},{"useCase":596,"benchmark":608},{"slug":597,"title":598,"shortTitle":599,"definition":600,"status":150,"industries":601,"functions":602,"patterns":603,"audience":276,"autonomy":226,"adoptionStage":168,"evidenceCount":15,"publicEvidenceCount":15,"organizations":604,"bestGrade":86,"headline":606,"lastVerified":175,"indexable":8},"medical-coding-automation","AI medical coding for clinical encounters","Medical coding automation","AI that reads the clinical documentation of an encounter and assigns the diagnosis and procedure codes (such as ICD-10, CPT and HCPCS) needed for billing and reporting, either as suggestions for a certified coder or autonomously for encounters it can code with high confidence, sending the rest to coders with the reasons.",[219],[159,247],[163,274],[57,384,605],"Your Health",{"kpi":490,"label":491,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":607,"qualifier":27,"claimant":39,"organization":605,"vendorReported":11},98.3,{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":54,"min":54,"max":54,"byClaimant":609,"vendorOnly":11,"points":610},{"organization":129,"vendor":22,"regulator":22,"independent":22},[611],{"evidenceId":56,"organization":57,"value":54,"qualifier":27,"claimant":39,"grade":29,"pooled":8},{"useCase":613,"benchmark":627},{"slug":614,"title":615,"shortTitle":616,"definition":617,"status":150,"industries":618,"functions":619,"patterns":620,"audience":166,"autonomy":196,"adoptionStage":197,"segment":401,"evidenceCount":198,"publicEvidenceCount":198,"organizations":621,"bestGrade":86,"headline":626,"lastVerified":175,"indexable":8},"client-meeting-notes-and-crm-update","AI meeting notes and CRM update for wealth advisors","Advisor meeting notes","An AI notetaker for wealth advisors that turns a client advice meeting, recorded with the client's consent, into the file note, follow up message and CRM record the firm needs to evidence its advice; unlike a general meeting summarizer, its output becomes part of the regulated client record. It drafts a structured note with the client's goals, circumstances, decisions and action items, and writes it into the CRM once the advisor has approved it.",[293,152],[421,296,247],[224,322,165,298],[108,622,623,624,116,625],"Commerzbank","Morgan Stanley","Quilter","UniSuper",{"kpi":5,"label":6,"unit":7,"n":129,"nUpTo":22,"kind":174,"value":113,"qualifier":27,"claimant":28,"organization":116,"vendorReported":8},{"kpi":5,"label":6,"unit":7,"aggregate":8,"higherIsBetter":8,"n":129,"nUpTo":22,"median":113,"min":113,"max":113,"byClaimant":628,"vendorOnly":8,"points":629},{"organization":22,"vendor":129,"regulator":22,"independent":22},[630],{"evidenceId":115,"organization":116,"value":113,"qualifier":27,"claimant":28,"grade":29,"pooled":8},[632,635,636,639,640,643,644,647,650,651,652,653,656,659,662,663,664,667,670,673,674,675,678,681,684,687,690,693,694,697,700,703,706,709,710,713,714,717,720,723,726,729,732,735,738,741,744,747,750,753,754,757,760,761,764,767,770,773,776,777,780,781,782,783,786,789,792,795,798,801,804,805,808],{"slug":633,"title":634},"credit-memo-drafting-agent","AI agent for corporate credit analysis and credit memo drafting",{"slug":335,"title":336},{"slug":637,"title":638},"fraud-alert-triage","AI agent for fraud alert triage",{"slug":352,"title":353},{"slug":641,"title":642},"inbound-lead-qualification-agent","AI agent for inbound lead qualification and meeting booking",{"slug":241,"title":242},{"slug":645,"title":646},"outbound-sales-prospecting-agent","AI agent for outbound sales prospecting and personalized outreach",{"slug":648,"title":649},"public-transit-passenger-information-agent","AI agent for public transit passenger information and disruption reporting",{"slug":374,"title":375},{"slug":393,"title":394},{"slug":413,"title":414},{"slug":654,"title":655},"goal-based-financial-planning-assistant","AI assistant for goal based financial planning",{"slug":657,"title":658},"insurance-broker-and-agent-assistant","AI assistant for insurance brokers and agents",{"slug":660,"title":661},"shariah-compliance-screening","AI assistant for Shariah compliance screening and review",{"slug":146,"title":147},{"slug":184,"title":185},{"slug":665,"title":666},"client-briefing-and-call-report-copilot","AI copilot for corporate client briefings and call reports",{"slug":668,"title":669},"field-technician-copilot-and-dispatch","AI copilot for field technicians and dispatch optimization",{"slug":671,"title":672},"hotel-revenue-management-copilot","AI copilot for hotel revenue management",{"slug":435,"title":436},{"slug":457,"title":458},{"slug":676,"title":677},"model-risk-validation-copilot","AI copilot for model risk validation and monitoring",{"slug":679,"title":680},"network-fault-triage-copilot","AI copilot for network operations centre fault triage",{"slug":682,"title":683},"suspicious-activity-report-drafting","AI copilot for SAR and STR narrative drafting",{"slug":685,"title":686},"underwriting-risk-assessment-copilot","AI copilot for underwriting risk assessment",{"slug":688,"title":689},"airline-operations-control-decision-support","AI decision support for airline operations control and disruption recovery",{"slug":691,"title":692},"retail-demand-forecasting-and-replenishment","AI demand forecasting and automated replenishment for retail",{"slug":476,"title":477},{"slug":695,"title":696},"civil-servant-drafting-copilot","AI drafting copilot for civil servants for correspondence, briefings and ministerial replies",{"slug":698,"title":699},"clinical-and-regulatory-document-drafting","AI drafting of clinical study reports and regulatory documents",{"slug":701,"title":702},"credit-early-warning-monitoring","AI early warning and covenant monitoring for loan portfolios",{"slug":704,"title":705},"enterprise-knowledge-search","AI enterprise knowledge search for employees",{"slug":707,"title":708},"aml-alert-triage","AI for AML transaction monitoring alert triage",{"slug":498,"title":499},{"slug":711,"title":712},"claims-triage-and-straight-through-processing","AI for claims triage and straight through processing",{"slug":520,"title":521},{"slug":715,"title":716},"complaints-root-cause-analysis","AI for complaints root cause and systemic issue analysis",{"slug":718,"title":719},"training-content-generation","AI for creating employee training and eLearning content",{"slug":721,"title":722},"outbound-notice-drafting","AI for drafting customer letters and outbound notices",{"slug":724,"title":725},"ledger-and-payment-reconciliation","AI for ledger and payment reconciliation",{"slug":727,"title":728},"legacy-code-modernization","AI for legacy code modernization",{"slug":730,"title":731},"market-abuse-surveillance-triage","AI for market abuse surveillance alert triage",{"slug":733,"title":734},"network-planning-and-capacity-optimization","AI for mobile network planning and capacity optimization",{"slug":736,"title":737},"pep-and-adverse-media-screening","AI for PEP and adverse media screening",{"slug":739,"title":740},"perpetual-kyc","AI for perpetual KYC and event driven customer due diligence",{"slug":742,"title":743},"policy-drafting-and-gap-analysis","AI for policy drafting and policy gap analysis",{"slug":745,"title":746},"recruitment-screening-and-interview-scheduling","AI for recruitment screening and interview scheduling",{"slug":748,"title":749},"regulatory-report-assembly","AI for regulatory report assembly",{"slug":751,"title":752},"sanctions-screening-adjudication","AI for sanctions screening alert adjudication",{"slug":214,"title":215},{"slug":755,"title":756},"software-vulnerability-remediation","AI for software vulnerability triage and remediation",{"slug":758,"title":759},"subrogation-opportunity-detection","AI for subrogation opportunity detection",{"slug":265,"title":266},{"slug":762,"title":763},"support-knowledge-article-generation","AI for support knowledge article generation and maintenance",{"slug":765,"title":766},"synthetic-test-data-generation","AI for synthetic test data generation",{"slug":768,"title":769},"vendor-due-diligence","AI for third party and vendor risk due diligence",{"slug":771,"title":772},"customer-feedback-analysis","AI for voice of the customer and feedback analysis",{"slug":774,"title":775},"lease-abstraction","AI lease abstraction for commercial real estate",{"slug":556,"title":557},{"slug":778,"title":779},"marketing-and-product-content-localization","AI localization of marketing, product and web content",{"slug":574,"title":575},{"slug":597,"title":598},{"slug":614,"title":615},{"slug":784,"title":785},"media-archive-metadata-tagging","AI metadata tagging and indexing for media archives",{"slug":787,"title":788},"ai-drug-discovery-platform","AI native platform for drug target discovery and molecule design",{"slug":790,"title":791},"product-content-and-catalog-enrichment","AI product content and catalog enrichment for online retail",{"slug":793,"title":794},"regulatory-horizon-scanning","AI regulatory horizon scanning and obligation mapping",{"slug":796,"title":797},"ai-model-inventory","AI system and model inventory with shadow AI discovery",{"slug":799,"title":800},"requirements-to-test-case-generation","AI that turns requirements into user stories, acceptance criteria and test cases",{"slug":802,"title":803},"dynamic-customer-risk-rating","Dynamic AML customer risk rating with machine learning",{"slug":287,"title":288},{"slug":806,"title":807},"governed-text-to-sql-analytics","Governed text to SQL analytics assistant",{"slug":313,"title":314},1790598311617]