[{"data":1,"prerenderedAt":369},["ShallowReactive",2],{"uc-hub-industry-capital-markets":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":20,"benchmarks":288,"topIndustries":289,"topFunctions":290,"topPatterns":308,"stageMix":327,"regionMix":338,"organizations":349,"other":350},"industry","Industry",{"id":7,"label":8,"description":9},"capital-markets","Capital markets","Investment banks, brokers, exchanges and custodians: research, trading support, post trade operations and surveillance.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},15,12,0,9,6,67,{"A":15,"B":17,"C":17,"D":15},[21,62,89,104,121,145,159,173,193,212,223,235,246,258,274],{"slug":22,"title":23,"shortTitle":24,"definition":25,"status":26,"industries":27,"functions":30,"patterns":34,"audience":40,"autonomy":41,"adoptionStage":42,"segment":43,"evidenceCount":44,"publicEvidenceCount":45,"organizations":46,"bestGrade":51,"headline":52,"lastVerified":61,"indexable":11},"deal-sourcing-and-due-diligence-assistant","AI assistant for deal sourcing and M&A due diligence","Deal sourcing and due diligence","An AI assistant that screens the market for acquisition or investment targets, builds company profiles, and speeds up due diligence by reading data room documents, extracting key terms and risks and drafting the investment or diligence memo, for the deal team to verify and decide.","published",[7,28,29],"wealth-and-asset-management","professional-services",[31,32,33],"analytics-and-reporting","legal","risk-management",[35,36,37,38,39],"document-processing","summarization","rag-knowledge-assistant","agentic-workflow","prediction-and-scoring","employee-facing","copilot","early-adopters","front-office",5,4,[47,48,49,50],"Datasite","EQT","Freshfields","Rogo","B",{"kpi":53,"label":54,"unit":55,"n":15,"nUpTo":56,"kind":57,"value":58,"qualifier":59,"claimant":60,"organization":47,"vendorReported":11},"productivity-gain","Productivity gain","percent",1,"reported",80,"up-to","vendor","2026-09-27",{"slug":63,"title":64,"shortTitle":65,"definition":66,"status":26,"industries":67,"functions":71,"patterns":73,"audience":40,"autonomy":41,"adoptionStage":75,"evidenceCount":17,"publicEvidenceCount":17,"organizations":76,"bestGrade":51,"headline":83,"lastVerified":61,"indexable":11},"developer-coding-assistant","AI coding assistant for software developers","Developer coding assistant","An AI assistant in the developer's IDE and code review flow that completes and generates code, explains unfamiliar modules, drafts unit tests and reviews pull requests for common defects, while generated code goes through the same review, testing and change controls as any other code.",[68,69,7,70,29],"cross-industry","banking","technology",[72],"it-and-engineering",[74],"code-generation","mainstream",[77,78,79,80,81,82],"Accenture","ANZ","Bank of America","Citi","CME Group","Meta",{"kpi":53,"label":54,"unit":55,"n":84,"nUpTo":15,"kind":85,"value":86,"qualifier":87,"claimant":88,"organization":88,"vendorReported":10},3,"median",20,"exact",null,{"slug":90,"title":91,"shortTitle":92,"definition":93,"status":26,"industries":94,"functions":95,"patterns":98,"audience":40,"autonomy":41,"adoptionStage":42,"segment":100,"evidenceCount":84,"publicEvidenceCount":84,"organizations":101,"bestGrade":51,"headline":88,"lastVerified":61,"indexable":11},"client-briefing-and-call-report-copilot","AI copilot for corporate client briefings and call reports","Client briefing and call reports","An AI copilot for relationship managers, mainly in corporate and commercial banking, whose main job is preparation: before a client meeting it assembles a briefing pack from filings, news, internal notes, product holdings and upcoming maturities, and afterwards it turns the banker's notes into a structured call report and CRM update. Unlike a meeting notetaker, which centres on capturing the conversation, it centres on the credit and cross sell context around the meeting; wealth advisor tools that also prepare meetings overlap with it. The banker reviews every output.",[69,28,7],[96,97],"sales","knowledge-management",[37,36,99,38],"content-generation","specialized-businesses",[79,102,103],"Scotiabank","Standard Chartered",{"slug":105,"title":106,"shortTitle":107,"definition":108,"status":26,"industries":109,"functions":111,"patterns":113,"audience":40,"autonomy":41,"adoptionStage":115,"segment":116,"evidenceCount":84,"publicEvidenceCount":84,"organizations":117,"bestGrade":51,"headline":88,"lastVerified":120,"indexable":11},"model-risk-validation-copilot","AI copilot for model risk validation and monitoring","Model risk validation","A copilot for independent model validation and review, whether run by a bank's validation function, an external tester or a supervisor, that checks model documentation against the model risk standard, generates and scores challenger tests (for generative AI, often with an LLM as a judge calibrated against human experts), watches production models for drift and drafts and consistency checks the validation report. An accountable validator owns every conclusion.",[69,110,7,28],"insurance",[33,112],"regulatory-compliance",[38,35,99,114],"anomaly-detection","emerging","second-line",[118,103,119],"European Central Bank (ECB Banking Supervision)","United Overseas Bank (UOB)","2026-09-28",{"slug":122,"title":123,"shortTitle":124,"definition":125,"status":26,"industries":126,"functions":128,"patterns":131,"audience":133,"autonomy":134,"adoptionStage":115,"segment":100,"evidenceCount":84,"publicEvidenceCount":84,"organizations":135,"bestGrade":139,"headline":140,"lastVerified":61,"indexable":11},"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.",[69,127,7],"payments",[129,130],"onboarding-and-kyc","financial-crime-compliance",[35,38,132,36],"classification-and-routing","back-office","supervised-agent",[136,137,138],"BNY","Incore Bank","M-DAQ Global","C",{"kpi":141,"label":142,"unit":55,"n":56,"nUpTo":15,"kind":57,"value":143,"qualifier":87,"claimant":144,"organization":136,"vendorReported":10},"automation-rate","Automation rate",25,"organization",{"slug":146,"title":147,"shortTitle":148,"definition":149,"status":26,"industries":150,"functions":152,"patterns":154,"audience":133,"autonomy":134,"adoptionStage":115,"segment":116,"evidenceCount":84,"publicEvidenceCount":84,"organizations":155,"bestGrade":51,"headline":88,"lastVerified":61,"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.",[68,69,110,7,151],"government",[33,112,153],"operations",[38,35,114,132],[156,157,158],"Federal Deposit Insurance Corporation","U.S. Department of the Interior","Pension Benefit Guaranty Corporation",{"slug":160,"title":161,"shortTitle":162,"definition":163,"status":26,"industries":164,"functions":165,"patterns":167,"audience":133,"autonomy":134,"adoptionStage":42,"segment":133,"evidenceCount":45,"publicEvidenceCount":45,"organizations":168,"bestGrade":51,"headline":88,"lastVerified":61,"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.",[69,127,7,68,28,151],[166,153],"finance-and-accounting",[38,114,35],[169,170,171,172],"Comrade Trustee Services","Ginnie Mae","National Bank of Greece (Cyprus)","World Food Programme",{"slug":174,"title":175,"shortTitle":176,"definition":177,"status":26,"industries":178,"functions":180,"patterns":181,"audience":40,"autonomy":41,"adoptionStage":42,"evidenceCount":17,"publicEvidenceCount":44,"organizations":182,"bestGrade":51,"headline":188,"lastVerified":61,"indexable":11},"legacy-code-modernization","AI for legacy code modernization","Legacy code modernization","AI that reads legacy code such as COBOL, PL/I or old Java, explains what each program does, maps its data flows and dependencies, drafts the equivalent modern code or specification, and generates the regression tests needed to prove the new system behaves like the old one.",[68,69,7,179,70],"automotive",[72],[74,36,38],[183,184,185,186,187],"Airbnb","Amazon","Google","Morgan Stanley","Toyota Motor Europe",{"kpi":189,"label":190,"unit":55,"n":56,"nUpTo":15,"kind":57,"value":191,"qualifier":192,"claimant":144,"organization":185,"vendorReported":10},"processing-time-reduction","Cycle time reduction",50,"approximately",{"slug":194,"title":195,"shortTitle":196,"definition":197,"status":26,"industries":198,"functions":199,"patterns":200,"audience":40,"autonomy":41,"adoptionStage":42,"segment":116,"evidenceCount":44,"publicEvidenceCount":44,"organizations":201,"bestGrade":51,"headline":207,"lastVerified":211,"indexable":11},"market-abuse-surveillance-triage","AI for market abuse surveillance alert triage","Market abuse surveillance","AI that helps surveillance analysts triage market abuse and conduct alerts, such as spoofing, layering, wash trades, ramping and insider dealing, by gathering the trade, order, news and communications context, explaining in plain language what triggered each alert and drafting the investigation narrative for the analyst to disposition.",[7,69,28],[112,130],[114,38,36,132],[202,203,204,205,206],"Commodity Futures Trading Commission","Deutsche Bank","Japan Exchange Group","Nasdaq","U.S. Securities and Exchange Commission",{"kpi":208,"label":209,"unit":55,"n":56,"nUpTo":15,"kind":57,"value":210,"qualifier":192,"claimant":144,"organization":205,"vendorReported":10},"handling-time-reduction","Handling time reduction",33,"2026-09-26",{"slug":213,"title":214,"shortTitle":215,"definition":216,"status":26,"industries":217,"functions":218,"patterns":219,"audience":40,"autonomy":41,"adoptionStage":115,"segment":116,"evidenceCount":84,"publicEvidenceCount":84,"organizations":220,"bestGrade":51,"headline":88,"lastVerified":211,"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.",[68,69,110,7,151],[112,32,97],[37,99,35,36],[156,221,222],"Administration for Children and Families","Health Resources and Services Administration",{"slug":224,"title":225,"shortTitle":226,"definition":227,"status":26,"industries":228,"functions":229,"patterns":230,"audience":40,"autonomy":41,"adoptionStage":115,"segment":133,"evidenceCount":231,"publicEvidenceCount":231,"organizations":232,"bestGrade":51,"headline":88,"lastVerified":61,"indexable":11},"regulatory-report-assembly","AI for regulatory report assembly","Regulatory report assembly","AI that assembles periodic and data driven regulatory filings and returns, such as prudential and statistical returns, threshold and transaction reports and disclosure packs, by pulling data into the regulator's schema, validating it, reconciling figures to source, explaining movements against prior periods and drafting commentary, before a named officer reviews and submits. Narratives for individual suspicious activity cases are a separate use case.",[69,110,7,127],[112,166,130],[38,114,99,36],2,[233,234],"Board of Governors of the Federal Reserve System","National Credit Union Administration",{"slug":236,"title":237,"shortTitle":238,"definition":239,"status":26,"industries":240,"functions":241,"patterns":242,"audience":133,"autonomy":41,"adoptionStage":42,"segment":133,"evidenceCount":45,"publicEvidenceCount":45,"organizations":243,"bestGrade":51,"headline":88,"lastVerified":61,"indexable":11},"settlement-fail-prediction-and-exception-management","AI for settlement fail prediction and post trade exception management","Settlement fail prediction","AI that scores each pending securities settlement instruction for its likelihood of failing, names the probable cause (unmatched instruction, wrong settlement details, lack of securities or cash), and helps operations teams work the exceptions and counterparty queries before the intended settlement date, so fewer trades fail and fewer late settlement penalties are paid.",[7,69,28],[153,33],[39,132,38,99],[136,244,245],"Clearstream","Euroclear",{"slug":247,"title":248,"shortTitle":249,"definition":250,"status":26,"industries":251,"functions":252,"patterns":254,"audience":40,"autonomy":41,"adoptionStage":115,"segment":116,"evidenceCount":84,"publicEvidenceCount":84,"organizations":255,"bestGrade":51,"headline":88,"lastVerified":61,"indexable":11},"supervisory-exam-response-assembly","AI for supervisory exam and information request responses","Exam response assembly","An assistant for the bank's regulatory affairs team that reads a supervisory information request or exam question, retrieves the relevant evidence, policies and prior correspondence, drafts a response for legal and compliance to approve, and tracks every commitment and remediation action through to closure.",[69,110,7,127],[112,32,253],"case-management",[37,99,35,38],[256,257],"U.S. Department of Homeland Security","Federal Emergency Management Agency",{"slug":259,"title":260,"shortTitle":261,"definition":262,"status":26,"industries":263,"functions":264,"patterns":265,"audience":40,"autonomy":41,"adoptionStage":42,"segment":43,"evidenceCount":45,"publicEvidenceCount":45,"organizations":267,"bestGrade":51,"headline":269,"lastVerified":61,"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.",[28,7,69],[31,96,97],[36,37,99,266],"translation",[80,203,186,268],"UBS",{"kpi":270,"label":271,"unit":272,"n":15,"nUpTo":56,"kind":57,"value":273,"qualifier":59,"claimant":144,"organization":203,"vendorReported":10},"time-saved-per-task","Time saved per task","minutes",120,{"slug":275,"title":276,"shortTitle":277,"definition":278,"status":26,"industries":279,"functions":280,"patterns":281,"audience":40,"autonomy":41,"adoptionStage":42,"evidenceCount":84,"publicEvidenceCount":84,"organizations":282,"bestGrade":139,"headline":286,"lastVerified":61,"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.",[68,69,110,151,7,28],[33,112,166],[37,36,99,35,114],[283,284,285],"Banco Bradesco","British Columbia Investment Management Corporation","XP Inc.",{"kpi":208,"label":209,"unit":55,"n":231,"nUpTo":15,"kind":57,"value":287,"qualifier":87,"claimant":60,"organization":283,"vendorReported":11},55,[],[],[291,294,296,298,300,302,304,306],{"id":112,"label":292,"count":293},"Regulatory compliance",7,{"id":33,"label":295,"count":44},"Risk management",{"id":166,"label":297,"count":84},"Finance and accounting",{"id":130,"label":299,"count":84},"Financial crime compliance",{"id":97,"label":301,"count":84},"Knowledge management",{"id":32,"label":303,"count":84},"Legal",{"id":153,"label":305,"count":84},"Operations",{"id":31,"label":307,"count":231},"Analytics and reporting",[309,312,314,317,319,321,323,325],{"id":38,"label":310,"count":311},"Agentic workflow",11,{"id":36,"label":313,"count":16},"Summarization",{"id":99,"label":315,"count":316},"Content generation",8,{"id":35,"label":318,"count":316},"Document processing",{"id":114,"label":320,"count":17},"Anomaly detection",{"id":37,"label":322,"count":17},"RAG knowledge assistant",{"id":132,"label":324,"count":45},"Classification and routing",{"id":74,"label":326,"count":231},"Code generation",[328,330,332,334,336],{"stage":329,"count":56},"announced",{"stage":331,"count":56},"pilot",{"stage":333,"count":16},"production",{"stage":335,"count":56},"scaled",{"stage":337,"count":15},"paused",[339,341,343,345,347],{"region":340,"count":17},"north-america",{"region":342,"count":84},"europe",{"region":344,"count":56},"asia-pacific",{"region":346,"count":56},"global",{"region":348,"count":56},"latin-america",[136,81,244,203,245,204,186,205,285],{"records":351,"organizations":352,"byIndustry":353},43,38,[354,357,359,361,363,365,367],{"id":151,"label":355,"count":356,"hub":11},"Government and public sector",16,{"id":69,"label":358,"count":311,"hub":11},"Banking",{"id":28,"label":360,"count":17,"hub":11},"Wealth and asset management",{"id":70,"label":362,"count":17,"hub":11},"Technology and software",{"id":29,"label":364,"count":231,"hub":11},"Professional services",{"id":127,"label":366,"count":56,"hub":11},"Payments and cards",{"id":179,"label":368,"count":56,"hub":11},"Automotive",1790598308190]