[{"data":1,"prerenderedAt":1143},["ShallowReactive",2],{"uc-hub-pattern-document-processing":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":23,"benchmarks":951,"topIndustries":1072,"topFunctions":1092,"topPatterns":1111,"stageMix":1112,"regionMix":1126,"organizations":1142,"other":53},"pattern","AI pattern",{"id":7,"label":8,"description":9},"document-processing","Document processing","Reading, classifying and extracting data from documents such as forms, statements, contracts and identity papers.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},64,216,11,184,29,50,{"A":20,"B":21,"C":22,"D":20},0,115,101,[24,55,75,101,123,139,161,178,200,221,238,254,266,281,295,311,324,338,356,370,380,392,410,425,438,451,461,478,496,508,521,534,548,559,576,587,603,614,626,639,651,665,682,694,705,719,731,741,754,764,777,791,805,815,829,838,849,859,870,880,893,908,924,938],{"slug":25,"title":26,"shortTitle":27,"definition":28,"status":29,"industries":30,"functions":33,"patterns":37,"audience":42,"autonomy":43,"adoptionStage":44,"segment":45,"evidenceCount":46,"publicEvidenceCount":47,"organizations":48,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"card-dispute-and-chargeback-intake","AI agent for card dispute intake","Card dispute intake","A customer facing AI agent that handles the \"I do not recognise this charge\" moment: it finds the transaction, separates suspected fraud from merchant disputes and simple confusion, explains the customer's rights and timelines, collects the details and evidence the rules require, and opens a correctly classified dispute case for the operations team.","published",[31,32],"banking","payments",[34,35,36],"customer-service","fraud-prevention","operations",[38,39,40,7,41],"conversational-agent","voice-agent","classification-and-routing","agentic-workflow","customer-facing","supervised-agent","early-adopters","front-office",4,3,[49,50,51],"Commonwealth Bank of Australia","Klarna","Visa","B",null,"2026-09-27",{"slug":56,"title":57,"shortTitle":58,"definition":59,"status":29,"industries":60,"functions":61,"patterns":65,"audience":68,"autonomy":69,"adoptionStage":44,"segment":70,"evidenceCount":71,"publicEvidenceCount":71,"organizations":72,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"credit-memo-drafting-agent","AI agent for corporate credit analysis and credit memo drafting","Credit underwriting and memos","An AI agent that gathers a corporate borrower's documents and data, spreads the financials into the bank's template, calculates ratios and covenant headroom, pulls bureau and news information, and drafts a committee ready credit memo in which every figure links to its source, for the relationship and credit teams to challenge, complete and sign.",[31],[62,63,64],"lending-and-credit","underwriting","risk-management",[7,41,66,67],"rag-knowledge-assistant","content-generation","employee-facing","copilot","specialized-businesses",2,[73,74],"Banestes","DBS Bank",{"slug":76,"title":77,"shortTitle":78,"definition":79,"status":29,"industries":80,"functions":82,"patterns":84,"audience":42,"autonomy":43,"adoptionStage":44,"segment":83,"evidenceCount":85,"publicEvidenceCount":85,"organizations":86,"bestGrade":52,"headline":92,"lastVerified":54,"indexable":11},"claims-first-notice-of-loss-agent","AI agent for first notice of loss claims intake","First notice of loss agent","An AI agent that takes the first notice of loss from a policyholder by phone, chat or app, identifies the policy, collects the facts of the incident and the evidence the claim type needs, opens the claim in the claims system and tells the customer what happens next, handing complex, injured or vulnerable claimants to a human handler.",[81],"insurance",[83,34],"claims",[38,39,41,7],5,[87,88,89,90,91],"DOMCURA","Hippo","Lemonade","Progressive","Travelers",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":98,"qualifier":99,"claimant":100,"organization":87,"vendorReported":11},"accuracy","Accuracy","percent",1,"reported",90,"exact","vendor",{"slug":102,"title":103,"shortTitle":104,"definition":105,"status":29,"industries":106,"functions":108,"patterns":109,"audience":68,"autonomy":43,"adoptionStage":44,"segment":112,"evidenceCount":47,"publicEvidenceCount":47,"organizations":113,"bestGrade":52,"headline":117,"lastVerified":122,"indexable":11},"freight-dispatch-and-load-matching-agent","AI agent for freight dispatch and load matching","Freight dispatch and load matching","An AI agent that does the coordination work behind moving a truckload: reading an emailed quote request and replying with a price, ranking which loads to show which carriers, matching pickup and delivery details to an open dock appointment slot, and chasing the exceptions, so a broker's or carrier's own staff plan lanes and handle disputes instead of typing quotes and making appointment calls.",[107],"logistics-and-transportation",[36],[41,110,7,111],"recommendation-and-personalization","prediction-and-scoring","freight-brokerage",[114,115,116],"C.H. Robinson","J.B. Hunt Transport Services","Uber Freight",{"kpi":118,"label":119,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":120,"qualifier":99,"claimant":121,"organization":116,"vendorReported":10},"conversion-rate-uplift","Conversion uplift",12,"organization","2026-09-28",{"slug":124,"title":125,"shortTitle":126,"definition":127,"status":29,"industries":128,"functions":130,"patterns":133,"audience":68,"autonomy":69,"adoptionStage":44,"segment":45,"evidenceCount":47,"publicEvidenceCount":47,"organizations":135,"bestGrade":52,"headline":53,"lastVerified":138,"indexable":11},"source-of-wealth-diligence","AI agent for source of wealth due diligence in private banking","Source of wealth diligence","An AI agent that reads a prospective private client's documents, extracts and corroborates how their wealth was built, checks plausibility against benchmarks and external sources, and drafts the source of wealth and enhanced due diligence narrative for the relationship manager and compliance analyst, who decide on the risk rating and the relationship.",[129,31],"wealth-and-asset-management",[131,132],"onboarding-and-kyc","financial-crime-compliance",[7,41,67,134],"summarization",[136,137],"Bank of Singapore","Deutsche Bank","2026-09-26",{"slug":140,"title":141,"shortTitle":142,"definition":143,"status":29,"industries":144,"functions":148,"patterns":150,"audience":152,"autonomy":43,"adoptionStage":44,"segment":152,"evidenceCount":71,"publicEvidenceCount":71,"organizations":153,"bestGrade":156,"headline":157,"lastVerified":122,"indexable":11},"travel-and-expense-audit-agent","AI agent for travel and expense report audit","Travel and expense audit","An AI agent that checks every travel and expense report line against policy, receipts and prior submissions instead of a small manual sample, flags duplicates, altered receipts and policy violations with the evidence attached, and auto approves the clean majority so auditors spend their time on the reports that are genuinely risky.",[145,146,147],"cross-industry","pharma-and-life-sciences","technology",[149],"finance-and-accounting",[7,151,40,41],"anomaly-detection","back-office",[154,155],"Databricks","Takeda","C",{"kpi":158,"label":159,"unit":95,"n":71,"nUpTo":20,"kind":97,"value":160,"qualifier":99,"claimant":100,"organization":154,"vendorReported":11},"automation-rate","Automation rate",72,{"slug":162,"title":163,"shortTitle":164,"definition":165,"status":29,"industries":166,"functions":168,"patterns":169,"audience":42,"autonomy":43,"adoptionStage":171,"segment":83,"evidenceCount":47,"publicEvidenceCount":71,"organizations":172,"bestGrade":52,"headline":175,"lastVerified":54,"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.",[81,167],"travel-and-hospitality",[83,34],[38,39,7,41,170],"translation","emerging",[173,174],"Allianz Partners","General Insurance Association of Singapore",{"kpi":158,"label":159,"unit":95,"n":20,"nUpTo":96,"kind":97,"value":176,"qualifier":177,"claimant":121,"organization":173,"vendorReported":10},70,"up-to",{"slug":179,"title":180,"shortTitle":181,"definition":182,"status":29,"industries":183,"functions":185,"patterns":188,"audience":42,"autonomy":69,"adoptionStage":44,"evidenceCount":189,"publicEvidenceCount":189,"organizations":190,"bestGrade":52,"headline":198,"lastVerified":138,"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.",[184],"government",[186,187,34],"citizen-services","case-management",[38,66,39,7],7,[191,192,193,194,195,196,197],"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":93,"label":94,"unit":95,"n":71,"nUpTo":20,"kind":97,"value":199,"qualifier":99,"claimant":121,"organization":191,"vendorReported":10},97,{"slug":201,"title":202,"shortTitle":203,"definition":204,"status":29,"industries":205,"functions":208,"patterns":211,"audience":68,"autonomy":69,"adoptionStage":44,"segment":45,"evidenceCount":85,"publicEvidenceCount":46,"organizations":212,"bestGrade":52,"headline":217,"lastVerified":54,"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.",[206,129,207],"capital-markets","professional-services",[209,210,64],"analytics-and-reporting","legal",[7,134,66,41,111],[213,214,215,216],"Datasite","EQT","Freshfields","Rogo",{"kpi":218,"label":219,"unit":95,"n":20,"nUpTo":96,"kind":97,"value":220,"qualifier":177,"claimant":100,"organization":213,"vendorReported":11},"productivity-gain","Productivity gain",80,{"slug":222,"title":223,"shortTitle":224,"definition":225,"status":29,"industries":226,"functions":227,"patterns":229,"audience":42,"autonomy":43,"adoptionStage":44,"segment":45,"evidenceCount":231,"publicEvidenceCount":47,"organizations":232,"bestGrade":156,"headline":235,"lastVerified":54,"indexable":11},"digital-onboarding-assistant","AI assistant for digital account onboarding and KYC","Digital onboarding","A customer facing AI assistant that guides a new applicant, a person or a small merchant, through a digital account, card or relationship application: it collects and checks identity and supporting documents, orchestrates the know your customer and anti money laundering checks, prefills what it can and sends only the unclear cases to a human reviewer with a summary. The ownership research for complex corporate clients is a separate back office job.",[31,32,129],[131,228,34],"sales",[38,7,230,41],"computer-vision",6,[233,137,234],"Albo","M-DAQ Global",{"kpi":218,"label":219,"unit":236,"n":96,"nUpTo":20,"kind":97,"value":237,"qualifier":99,"claimant":100,"organization":234,"vendorReported":11},"multiplier",30,{"slug":239,"title":240,"shortTitle":241,"definition":242,"status":29,"industries":243,"functions":246,"patterns":248,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":231,"publicEvidenceCount":85,"organizations":249,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[145,31,184,244,245],"retail-and-ecommerce","manufacturing",[247,210,149],"procurement",[7,66,67,41],[250,251,252,253],"General Services Administration","Administration for Children and Families","Internal Revenue Service","Walmart",{"slug":255,"title":256,"shortTitle":257,"definition":258,"status":29,"industries":259,"functions":260,"patterns":263,"audience":68,"autonomy":69,"adoptionStage":171,"segment":70,"evidenceCount":96,"publicEvidenceCount":96,"organizations":264,"bestGrade":52,"headline":53,"lastVerified":138,"indexable":11},"shariah-compliance-screening","AI assistant for Shariah compliance screening and review","Shariah compliance screening","An AI assistant that screens Islamic financing contracts, deal structures and investments for Shariah compliance risks such as riba, gharar and exposure to prohibited activities, retrieves the relevant standards and fatwas, drafts the Shariah review documentation and flags issues for the Shariah board, which keeps sole authority over any ruling.",[31,129,81],[261,210,262],"regulatory-compliance","product-and-pricing",[66,7,40,67],[265],"Zoya",{"slug":267,"title":268,"shortTitle":269,"definition":270,"status":29,"industries":271,"functions":273,"patterns":274,"audience":42,"autonomy":43,"adoptionStage":171,"segment":45,"evidenceCount":47,"publicEvidenceCount":47,"organizations":275,"bestGrade":52,"headline":279,"lastVerified":138,"indexable":11},"order-to-activation-and-esim-onboarding-assistant","AI assistant for telecom order to activation and eSIM onboarding","Order to activation and eSIM onboarding","An AI assistant that takes a new or existing customer from order to a working service: it collects and checks the order details, guides number porting, eSIM download or SIM activation and installation appointments, tracks the order and fixes or escalates the step that is stuck, on messaging, app, web or phone.",[272],"telecommunications",[228,131,34,36],[38,41,40,7],[276,277,278],"Reliance Jio","Singtel","Verizon",{"kpi":158,"label":159,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":280,"qualifier":99,"claimant":121,"organization":277,"vendorReported":10},76,{"slug":282,"title":283,"shortTitle":284,"definition":285,"status":29,"industries":286,"functions":287,"patterns":288,"audience":152,"autonomy":43,"adoptionStage":44,"segment":289,"evidenceCount":46,"publicEvidenceCount":46,"organizations":290,"bestGrade":52,"headline":53,"lastVerified":138,"indexable":11},"sme-cash-flow-underwriting","AI cash flow underwriting for small business loans","SME cash flow underwriting","An underwriting engine that assesses a small business's repayment capacity from live bank transactions, point of sale and payment flows, receivables and accounting data instead of audited accounts, and returns a decision recommendation with the evidence and reasons behind it.",[31],[62,63,64],[111,7,41,38],"lending",[291,292,293,294],"MYbank","National Australia Bank","OakNorth Bank","Sumitomo Mitsui Banking Corporation",{"slug":296,"title":297,"shortTitle":298,"definition":299,"status":29,"industries":300,"functions":302,"patterns":303,"audience":68,"autonomy":304,"adoptionStage":44,"evidenceCount":47,"publicEvidenceCount":47,"organizations":305,"bestGrade":52,"headline":309,"lastVerified":54,"indexable":11},"clinical-trial-patient-matching","AI clinical trial patient matching and prescreening","Clinical trial patient matching","AI that reads structured data and clinical notes in the health record, compares each patient with the inclusion and exclusion criteria of open clinical trials, and gives research staff and treating clinicians a ranked list of likely eligible patients with the evidence for each criterion, so that people confirm eligibility and invite the patient.",[301,146],"healthcare",[36,209],[7,40],"assist",[306,307,308],"Cleveland Clinic","Mount Sinai Health System","Yale Cancer Center",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":310,"qualifier":99,"claimant":121,"organization":306,"vendorReported":10},100,{"slug":312,"title":313,"shortTitle":314,"definition":315,"status":29,"industries":316,"functions":317,"patterns":318,"audience":68,"autonomy":69,"adoptionStage":171,"segment":319,"evidenceCount":47,"publicEvidenceCount":47,"organizations":320,"bestGrade":52,"headline":53,"lastVerified":122,"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.",[31,81,206,129],[64,261],[41,7,67,151],"second-line",[321,322,323],"European Central Bank (ECB Banking Supervision)","Standard Chartered","United Overseas Bank (UOB)",{"slug":325,"title":326,"shortTitle":327,"definition":328,"status":29,"industries":329,"functions":330,"patterns":331,"audience":152,"autonomy":43,"adoptionStage":44,"segment":289,"evidenceCount":85,"publicEvidenceCount":85,"organizations":332,"bestGrade":52,"headline":53,"lastVerified":138,"indexable":11},"alternative-data-credit-scoring","AI credit scoring with alternative data for thin file applicants","Alternative data credit scoring","A machine learning credit model that adds consumer permissioned alternative data, such as bank account cash flow, rent, utility and telco payments or ecosystem data, to credit bureau data, so a lender can assess applicants with thin or no credit files and return a decision with specific reasons.",[31,32],[62,63,64],[111,7,38],[333,334,335,336,337],"Atlanticus","Golden 1 Credit Union","GXS Bank","Patelco Credit Union","Upstart Network",{"slug":339,"title":340,"shortTitle":341,"definition":342,"status":29,"industries":343,"functions":345,"patterns":346,"audience":152,"autonomy":43,"adoptionStage":347,"evidenceCount":189,"publicEvidenceCount":85,"organizations":348,"bestGrade":52,"headline":354,"lastVerified":54,"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.",[145,184,344,245],"automotive",[36,187,149],[7,230,40],"mainstream",[349,350,351,352,353],"Ancine","Pupuk Indonesia","U.S. Immigration and Customs Enforcement","U.S. Citizenship and Immigration Services","Volvo Group",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":98,"qualifier":355,"claimant":100,"organization":349,"vendorReported":11},"at-least",{"slug":357,"title":358,"shortTitle":359,"definition":360,"status":29,"industries":361,"functions":362,"patterns":363,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":71,"publicEvidenceCount":71,"organizations":364,"bestGrade":52,"headline":367,"lastVerified":54,"indexable":11},"clinical-and-regulatory-document-drafting","AI drafting of clinical study reports and regulatory documents","Clinical and regulatory document drafting","Generative AI that drafts clinical study reports and other regulated documents, such as protocols, patient materials and submission modules, from the trial's statistical tables, listings and figures and from approved template text, for medical writers to verify, edit and approve before anything is submitted to a regulator.",[146],[261,36],[67,66,7],[365,366],"Merck & Co.","Novo Nordisk",{"kpi":368,"label":369,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":18,"qualifier":99,"claimant":121,"organization":365,"vendorReported":10},"error-reduction","Error reduction",{"slug":371,"title":372,"shortTitle":373,"definition":374,"status":29,"industries":375,"functions":376,"patterns":377,"audience":68,"autonomy":304,"adoptionStage":44,"segment":289,"evidenceCount":47,"publicEvidenceCount":47,"organizations":378,"bestGrade":156,"headline":53,"lastVerified":54,"indexable":11},"credit-early-warning-monitoring","AI early warning and covenant monitoring for loan portfolios","Credit early warning and covenants","A monitoring system that tracks covenant tests and borrower reporting across a loan book, reads financials, filings and news, and combines them with payment and sector signals to flag borrowers whose credit is deteriorating, with the evidence and a suggested next step for the relationship manager.",[31],[64,62],[151,7,41,134],[293,379,294],"PNC Financial Services",{"slug":381,"title":382,"shortTitle":383,"definition":384,"status":29,"industries":385,"functions":386,"patterns":387,"audience":152,"autonomy":43,"adoptionStage":44,"segment":70,"evidenceCount":47,"publicEvidenceCount":47,"organizations":388,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"trade-document-examination","AI examination of trade documents under letters of credit and collections","Trade document examination","AI that reads the full document presentation under a letter of credit or collection (bill of lading, commercial invoice, packing list, certificates), extracts and cross checks the data, tests it against the instructions and the ICC rules (for letters of credit, the credit terms, UCP 600 and ISBP), and lists discrepancies by severity with the rule cited, so qualified examiners focus on the genuine exceptions.",[31],[36,261],[7,40,41,134],[389,390,391],"ANZ, HSBC and Lloyds Banking Group","Rand Merchant Bank","Stanbic Bank Uganda",{"slug":393,"title":394,"shortTitle":395,"definition":396,"status":29,"industries":397,"functions":398,"patterns":399,"audience":152,"autonomy":43,"adoptionStage":44,"segment":45,"evidenceCount":231,"publicEvidenceCount":231,"organizations":400,"bestGrade":52,"headline":406,"lastVerified":138,"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.",[31,32,145,184,272],[35,131,62],[7,151,230,111],[401,402,403,191,404,405],"BCU","Close Brothers Motor Finance","CNG Holdings","Payoneer","Telstra",{"kpi":407,"label":408,"unit":236,"n":96,"nUpTo":20,"kind":97,"value":409,"qualifier":99,"claimant":121,"organization":191,"vendorReported":10},"detection-rate-improvement","Detection improvement",2.5,{"slug":411,"title":412,"shortTitle":413,"definition":414,"status":29,"industries":415,"functions":416,"patterns":417,"audience":152,"autonomy":43,"adoptionStage":44,"segment":152,"evidenceCount":47,"publicEvidenceCount":71,"organizations":418,"bestGrade":156,"headline":421,"lastVerified":54,"indexable":11},"account-servicing-execution","AI for back office account servicing execution","Account servicing execution","AI that executes the servicing requests that land in operations queues, such as address and mandate changes, standing instructions, beneficiary updates, reissues, payoff and reference letters and loan maintenance, by reading the request, checking it against policy and entitlements, and preparing or making the change in core systems under dual control.",[31,81,129],[36,62],[41,7,40],[419,420],"Banco Supervielle","SS&C Technologies",{"kpi":422,"label":423,"unit":95,"n":71,"nUpTo":20,"kind":97,"value":424,"qualifier":99,"claimant":100,"organization":420,"vendorReported":11},"processing-time-reduction","Cycle time reduction",95,{"slug":426,"title":427,"shortTitle":428,"definition":429,"status":29,"industries":430,"functions":431,"patterns":432,"audience":152,"autonomy":43,"adoptionStage":171,"segment":70,"evidenceCount":47,"publicEvidenceCount":47,"organizations":433,"bestGrade":156,"headline":436,"lastVerified":54,"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.",[31,32,206],[131,132],[7,41,40,134],[434,435,234],"BNY","Incore Bank",{"kpi":158,"label":159,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":437,"qualifier":99,"claimant":121,"organization":434,"vendorReported":10},25,{"slug":439,"title":440,"shortTitle":441,"definition":442,"status":29,"industries":443,"functions":444,"patterns":445,"audience":152,"autonomy":43,"adoptionStage":44,"segment":152,"evidenceCount":71,"publicEvidenceCount":71,"organizations":446,"bestGrade":156,"headline":449,"lastVerified":122,"indexable":11},"cash-application-and-remittance-matching","AI for cash application and remittance matching","Cash application and remittance matching","AI that reads remittance advices in many formats, matches incoming customer payments to open receivable invoices, proposes deduction and short pay reason codes from prior resolutions, and routes only the genuine exceptions to a cash application analyst, so the accounts receivable sub ledger clears itself for the clean majority of payments.",[145,245,244,301,107],[149],[7,41,151,40],[447,448],"Keurig Dr Pepper","ResMed",{"kpi":158,"label":159,"unit":95,"n":71,"nUpTo":20,"kind":97,"value":450,"qualifier":99,"claimant":100,"organization":447,"vendorReported":11},98,{"slug":452,"title":453,"shortTitle":454,"definition":455,"status":29,"industries":456,"functions":457,"patterns":458,"audience":152,"autonomy":43,"adoptionStage":44,"segment":152,"evidenceCount":47,"publicEvidenceCount":71,"organizations":459,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"chargeback-and-representment","AI for chargeback and representment operations","Chargeback and representment","AI that runs the dispute engine room for issuers, acquirers and merchants: it maps each dispute to the network reason code, gathers the matching evidence, assembles a network compliant chargeback or representment package, drafts the rebuttal, tracks every deadline and processes pre dispute alerts so a refund can be issued before a chargeback lands.",[32,31,244],[36,35,34],[41,7,67,40],[460,51],"GitHub",{"slug":462,"title":463,"shortTitle":464,"definition":465,"status":29,"industries":466,"functions":467,"patterns":468,"audience":152,"autonomy":43,"adoptionStage":44,"segment":83,"evidenceCount":469,"publicEvidenceCount":189,"organizations":470,"bestGrade":52,"headline":475,"lastVerified":138,"indexable":11},"claims-triage-and-straight-through-processing","AI for claims triage and straight through processing","Claims triage and STP","AI that reads each new insurance claim and its documents, scores its complexity, cover questions, fraud and recovery signals, sends it to the right handling path and handler, and settles simple, low risk claims end to end within set limits without a person touching them.",[81],[83,36],[40,111,7,41,134],9,[471,173,472,89,473,474,91],"Admiral Seguros","Hiscox","Sedgwick","Tokio Marine & Nichido Fire Insurance",{"kpi":158,"label":159,"unit":95,"n":96,"nUpTo":96,"kind":97,"value":476,"qualifier":477,"claimant":121,"organization":89,"vendorReported":10},55,"approximately",{"slug":479,"title":480,"shortTitle":481,"definition":482,"status":29,"industries":483,"functions":484,"patterns":485,"audience":152,"autonomy":43,"adoptionStage":44,"segment":63,"evidenceCount":469,"publicEvidenceCount":469,"organizations":486,"bestGrade":52,"headline":495,"lastVerified":54,"indexable":11},"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.",[81],[63,36],[7,40,111,41],[487,488,489,490,472,491,492,493,494],"American International Group","AXIS Capital","CNA Financial","Generali Global Corporate & Commercial","Kinsale Capital Group","Markel","Paragon Insurance Group","Skyward Specialty Insurance Group",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":450,"qualifier":477,"claimant":121,"organization":493,"vendorReported":10},{"slug":497,"title":498,"shortTitle":499,"definition":500,"status":29,"industries":501,"functions":502,"patterns":503,"audience":152,"autonomy":43,"adoptionStage":171,"segment":319,"evidenceCount":47,"publicEvidenceCount":47,"organizations":504,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[145,31,81,206,184],[64,261,36],[41,7,151,40],[505,506,507],"Federal Deposit Insurance Corporation","U.S. Department of the Interior","Pension Benefit Guaranty Corporation",{"slug":509,"title":510,"shortTitle":511,"definition":512,"status":29,"industries":513,"functions":514,"patterns":515,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":516,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[184],[210,187],[134,7,66],[517,518,519,520],"Crown Prosecution Service","U.S. Department of Justice","Gemeente Amsterdam","Supremo Tribunal Federal",{"slug":522,"title":523,"shortTitle":524,"definition":525,"status":29,"industries":526,"functions":527,"patterns":528,"audience":152,"autonomy":43,"adoptionStage":44,"evidenceCount":47,"publicEvidenceCount":47,"organizations":529,"bestGrade":52,"headline":533,"lastVerified":54,"indexable":11},"customs-classification-and-declaration","AI for customs classification and declaration preparation","Customs classification and declarations","AI that reads what is being shipped (the commercial invoice, the product data and sometimes a photo), proposes the tariff classification code with its reasoning and a confidence score, drafts the customs declaration with value, origin and parties, and sends only uncertain or high risk entries to a licensed customs specialist before filing.",[107,244,145],[36,261],[40,7,41,230],[530,531,532],"DHL Express","United Parcel Service","ZLS Zoll und Logistikservice GmbH",{"kpi":158,"label":159,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":98,"qualifier":99,"claimant":121,"organization":531,"vendorReported":10},{"slug":535,"title":536,"shortTitle":537,"definition":538,"status":29,"industries":539,"functions":540,"patterns":541,"audience":68,"autonomy":69,"adoptionStage":347,"evidenceCount":46,"publicEvidenceCount":46,"organizations":542,"bestGrade":52,"headline":546,"lastVerified":54,"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.",[145,207,184],[210,187],[40,7,134],[518,543,544,545],"Federal Trade Commission","Purpose Legal","Serious Fraud Office",{"kpi":422,"label":423,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":547,"qualifier":99,"claimant":100,"organization":544,"vendorReported":11},85,{"slug":549,"title":550,"shortTitle":551,"definition":552,"status":29,"industries":553,"functions":554,"patterns":555,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":556,"bestGrade":52,"headline":53,"lastVerified":138,"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.",[184],[186,210,187],[7,40,67],[518,557,558,506],"U.S. Food and Drug Administration, Center for Drug Evaluation and Research","Provincie Noord-Holland",{"slug":560,"title":561,"shortTitle":562,"definition":563,"status":29,"industries":564,"functions":565,"patterns":566,"audience":68,"autonomy":69,"adoptionStage":44,"segment":83,"evidenceCount":85,"publicEvidenceCount":85,"organizations":567,"bestGrade":52,"headline":573,"lastVerified":54,"indexable":11},"health-prior-authorization-and-claims-adjudication","AI for health insurance prior authorization and claims adjudication support","Health prior authorization and adjudication","AI that reads prior authorization requests, medical claims and appeals with their clinical and billing documents, extracts diagnoses, treatments and costs, checks them against the policy and published clinical criteria, and prepares a summary and recommendation for a clinician or adjudicator, who makes every adverse decision.",[81,301],[83,187,36],[7,134,66,40,67],[568,569,570,571,572],"Acentra Health","AdvanceCare","Centers for Medicare and Medicaid Services","ICICI Lombard","Manulife",{"kpi":574,"label":575,"unit":95,"n":71,"nUpTo":20,"kind":97,"value":18,"qualifier":477,"claimant":100,"organization":568,"vendorReported":11},"handling-time-reduction","Handling time reduction",{"slug":577,"title":578,"shortTitle":579,"definition":580,"status":29,"industries":581,"functions":582,"patterns":583,"audience":42,"autonomy":69,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":584,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[184],[186,187,36],[38,7,40,170],[585,586,351,352],"Home Office (Visa, Status and Information Services)","U.S. Department of State (Bureau of Consular Affairs)",{"slug":588,"title":589,"shortTitle":590,"definition":591,"status":29,"industries":592,"functions":593,"patterns":594,"audience":152,"autonomy":43,"adoptionStage":347,"segment":152,"evidenceCount":231,"publicEvidenceCount":231,"organizations":595,"bestGrade":52,"headline":601,"lastVerified":54,"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.",[145,31,81,184],[36,34,187],[40,7,134],[596,597,598,599,91,600],"Ecclesia Group","Encova Insurance","Loadsure","The Master Trust Bank of Japan","U.S. Department of Veterans Affairs",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":602,"qualifier":99,"claimant":100,"organization":91,"vendorReported":11},91,{"slug":604,"title":605,"shortTitle":606,"definition":607,"status":29,"industries":608,"functions":609,"patterns":610,"audience":152,"autonomy":304,"adoptionStage":347,"segment":83,"evidenceCount":85,"publicEvidenceCount":85,"organizations":611,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"claims-fraud-detection","AI for insurance claims fraud detection","Claims fraud detection","AI that scores every insurance claim for fraud from first notice of loss onwards, combining claim, policy, document, image and network data to find suspicious claims, organised rings and inflated losses, and sends each alert with its reasons to a claims handler or special investigations unit for review.",[81],[83,35],[151,111,7,230,40],[612,613,174,89,474],"Assurant","AXA Switzerland",{"slug":615,"title":616,"shortTitle":617,"definition":618,"status":29,"industries":619,"functions":620,"patterns":621,"audience":152,"autonomy":69,"adoptionStage":171,"segment":622,"evidenceCount":47,"publicEvidenceCount":47,"organizations":623,"bestGrade":52,"headline":53,"lastVerified":138,"indexable":11},"insurance-renewal-and-retention","AI for insurance renewal processing and customer retention","Renewal and retention","AI that prepares and runs the renewal cycle: it digitizes renewal submissions and changes in risk for underwriters, flags policies at risk of lapsing or leaving, prepares the renewal conversation and answers customers' renewal questions, while renewal prices stay governed by the insurer's pricing rules and fair value obligations.",[81],[63,34,228],[111,7,38,110],"distribution",[472,624,625],"Nsure.com","Zurich Insurance Group",{"slug":627,"title":628,"shortTitle":629,"definition":630,"status":29,"industries":631,"functions":632,"patterns":633,"audience":152,"autonomy":43,"adoptionStage":44,"segment":152,"evidenceCount":46,"publicEvidenceCount":46,"organizations":634,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[31,32,206,145,129,184],[149,36],[41,151,7],[635,636,637,638],"Comrade Trustee Services","Ginnie Mae","National Bank of Greece (Cyprus)","World Food Programme",{"slug":640,"title":641,"shortTitle":642,"definition":643,"status":29,"industries":644,"functions":645,"patterns":646,"audience":152,"autonomy":43,"adoptionStage":171,"segment":152,"evidenceCount":71,"publicEvidenceCount":71,"organizations":647,"bestGrade":52,"headline":649,"lastVerified":54,"indexable":11},"payment-investigations-and-exceptions","AI for payment investigations and exceptions","Payment investigations and exceptions","AI that works the payments that fall out of straight through processing: it reads the failure, repairs or enriches the message, drafts the ISO 20022 or SWIFT investigation, chases the counterparty bank and proposes a return, recall or correction, while an operator approves anything that moves money.",[31,32],[36,34],[41,7,40,67],[434,648],"JPMorgan Chase",{"kpi":158,"label":159,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":650,"qualifier":355,"claimant":121,"organization":434,"vendorReported":10},10,{"slug":652,"title":653,"shortTitle":654,"definition":655,"status":29,"industries":656,"functions":657,"patterns":658,"audience":68,"autonomy":69,"adoptionStage":171,"evidenceCount":85,"publicEvidenceCount":85,"organizations":659,"bestGrade":52,"headline":664,"lastVerified":138,"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.",[184],[186,187,261],[7,41,66,38],[660,195,661,662,663],"Intellectual Property Office","U.S. Fish and Wildlife Service","U.S. Department of Agriculture","West Berkshire Council",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":547,"qualifier":355,"claimant":121,"organization":195,"vendorReported":10},{"slug":666,"title":667,"shortTitle":668,"definition":669,"status":29,"industries":670,"functions":671,"patterns":672,"audience":152,"autonomy":43,"adoptionStage":171,"segment":673,"evidenceCount":85,"publicEvidenceCount":85,"organizations":674,"bestGrade":52,"headline":678,"lastVerified":138,"indexable":11},"perpetual-kyc","AI for perpetual KYC and event driven customer due diligence","Perpetual KYC","AI that keeps each customer's due diligence file current by replacing calendar driven KYC reviews with continuous, event driven refreshes: it watches for trigger events such as a change of ownership, address, behaviour or a new adverse finding, refreshes the file automatically where it can, and involves an analyst only when something material has changed. The risk rating itself and the first file for a new business client are separate use cases.",[31,32,129],[131,132],[41,7,66,134],"middle-office",[137,675,648,676,677],"First National Bank of Omaha (FNBO)","OCBC","Origin Bank",{"kpi":679,"label":680,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":681,"qualifier":99,"claimant":121,"organization":648,"vendorReported":10},"cost-reduction","Cost reduction",40,{"slug":683,"title":684,"shortTitle":685,"definition":686,"status":29,"industries":687,"functions":688,"patterns":689,"audience":152,"autonomy":43,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":690,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[146,184],[261,187,36],[7,40,38],[691,557,692,693],"Bayer","U.S. Food and Drug Administration","Pfizer",{"slug":695,"title":696,"shortTitle":697,"definition":698,"status":29,"industries":699,"functions":700,"patterns":702,"audience":68,"autonomy":69,"adoptionStage":171,"segment":319,"evidenceCount":47,"publicEvidenceCount":47,"organizations":703,"bestGrade":52,"headline":53,"lastVerified":138,"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.",[145,31,81,206,184],[261,210,701],"knowledge-management",[66,67,7,134],[505,251,704],"Health Resources and Services Administration",{"slug":706,"title":707,"shortTitle":708,"definition":709,"status":29,"industries":710,"functions":711,"patterns":712,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":713,"bestGrade":156,"headline":718,"lastVerified":54,"indexable":11},"rfp-and-proposal-response-drafting","AI for RFP, tender and sales proposal response drafting","RFP and proposal drafting","AI that helps sales and bid teams answer requests for proposal, tenders, security questionnaires and sales proposals: it breaks the request into questions and requirements, retrieves approved answers and past proposals, drafts the response and a compliance matrix, and routes open points to subject matter experts, with a proposal manager reviewing everything before submission.",[145,207,147],[228,701],[67,66,7],[714,715,716,717],"GroupeActive","Industrialized Construction Group","Microsoft","Verdantas",{"kpi":422,"label":423,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":220,"qualifier":99,"claimant":100,"organization":715,"vendorReported":11},{"slug":720,"title":721,"shortTitle":722,"definition":723,"status":29,"industries":724,"functions":725,"patterns":727,"audience":152,"autonomy":304,"adoptionStage":44,"segment":83,"evidenceCount":46,"publicEvidenceCount":71,"organizations":728,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"subrogation-opportunity-detection","AI for subrogation opportunity detection","Subrogation detection","AI that reads open and closed claims to find cases where a third party is wholly or partly liable, estimates liability and the recoverable amount under the applicable negligence and recovery rules, and sends scored recovery opportunities with their reasons to the subrogation team.",[81],[83,726],"collections-and-recovery",[40,111,7,134],[729,730],"Central Insurance","Elephant Insurance",{"slug":732,"title":733,"shortTitle":734,"definition":735,"status":29,"industries":736,"functions":737,"patterns":738,"audience":68,"autonomy":69,"adoptionStage":171,"segment":319,"evidenceCount":47,"publicEvidenceCount":47,"organizations":739,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[31,81,206,32],[261,210,187],[66,67,7,41],[740,193],"U.S. Department of Homeland Security",{"slug":742,"title":743,"shortTitle":744,"definition":745,"status":29,"industries":746,"functions":748,"patterns":749,"audience":152,"autonomy":43,"adoptionStage":347,"segment":152,"evidenceCount":85,"publicEvidenceCount":46,"organizations":750,"bestGrade":52,"headline":753,"lastVerified":54,"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.",[145,31,184,244,747],"energy-and-utilities",[149,247],[7,41,151,40],[505,751,351,752],"Kingfisher","Veolia",{"kpi":218,"label":219,"unit":95,"n":96,"nUpTo":96,"kind":97,"value":220,"qualifier":99,"claimant":121,"organization":751,"vendorReported":10},{"slug":755,"title":756,"shortTitle":757,"definition":758,"status":29,"industries":759,"functions":760,"patterns":761,"audience":68,"autonomy":69,"adoptionStage":44,"segment":319,"evidenceCount":46,"publicEvidenceCount":46,"organizations":762,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[145,31,81,184,32],[247,64,261],[7,66,41,134],[518,252,662,763],"U.S. Trade and Development Agency",{"slug":765,"title":766,"shortTitle":767,"definition":768,"status":29,"industries":769,"functions":771,"patterns":772,"audience":68,"autonomy":43,"adoptionStage":44,"segment":773,"evidenceCount":71,"publicEvidenceCount":71,"organizations":774,"bestGrade":156,"headline":53,"lastVerified":122,"indexable":11},"lease-abstraction","AI lease abstraction for commercial real estate","Lease abstraction","AI that reads a commercial lease, amendment or letter of intent and extracts the key terms, such as parties, dates, rent, escalations, options and renewal notices, into structured data, so a property owner, occupier or brokerage does not retype every clause by hand into its lease administration and portfolio systems.",[770],"real-estate",[36,210],[7,41,66],"lease-administration",[775,776],"Cushman & Wakefield","JLL (Jones Lang LaSalle)",{"slug":778,"title":779,"shortTitle":780,"definition":781,"status":29,"industries":782,"functions":783,"patterns":784,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":785,"bestGrade":52,"headline":789,"lastVerified":54,"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.",[207,145,184],[210,701],[66,67,134,7],[786,787,518,788],"A&O Shearman","Ashurst Perkins Coie","U.S. Securities and Exchange Commission",{"kpi":218,"label":219,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":790,"qualifier":477,"claimant":121,"organization":787,"vendorReported":10},45,{"slug":792,"title":793,"shortTitle":794,"definition":795,"status":29,"industries":796,"functions":797,"patterns":798,"audience":152,"autonomy":43,"adoptionStage":44,"evidenceCount":47,"publicEvidenceCount":47,"organizations":799,"bestGrade":52,"headline":803,"lastVerified":54,"indexable":11},"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.",[301],[149,36],[40,7],[800,801,802],"Mass General Brigham","US Department of Veterans Affairs, Veterans Health Administration","Your Health",{"kpi":93,"label":94,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":804,"qualifier":99,"claimant":121,"organization":802,"vendorReported":10},98.3,{"slug":806,"title":807,"shortTitle":808,"definition":809,"status":29,"industries":810,"functions":811,"patterns":812,"audience":42,"autonomy":69,"adoptionStage":171,"segment":70,"evidenceCount":71,"publicEvidenceCount":71,"organizations":813,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"corporate-account-onboarding-orchestration","AI orchestration of corporate account opening and channel setup","Corporate onboarding operations","An AI agent that runs the operational setup of a corporate client after the due diligence has been approved: it reads mandates, board resolutions and signatory documents, prepares accounts, users, roles and payment entitlements for approval, configures channel access, and chases outstanding items with the client, turning a manual setup that passes between several teams into a tracked, guided flow.",[31],[131,36],[41,7,38,67],[814,322],"Citi",{"slug":816,"title":817,"shortTitle":818,"definition":819,"status":29,"industries":820,"functions":821,"patterns":822,"audience":68,"autonomy":69,"adoptionStage":44,"evidenceCount":47,"publicEvidenceCount":47,"organizations":823,"bestGrade":156,"headline":827,"lastVerified":54,"indexable":11},"sales-quote-and-estimate-generation","AI quote and estimate generation from customer requirements","Quote and estimate generation","AI that turns what a customer sends, such as a product list, a drawing, a roof photo or a request for quotation, into a draft quote: it reads the input, matches items to the catalog, calculates quantities and applies the organization's price rules, and hands the draft to a seller or estimator who checks and sends it.",[145,245,747,244],[228,262],[7,41,230],[824,825,826],"DeAcero","Enpal","The ODP Corporation",{"kpi":574,"label":575,"unit":95,"n":96,"nUpTo":20,"kind":97,"value":828,"qualifier":99,"claimant":100,"organization":825,"vendorReported":11},87.5,{"slug":830,"title":831,"shortTitle":832,"definition":833,"status":29,"industries":834,"functions":835,"patterns":836,"audience":68,"autonomy":69,"adoptionStage":171,"segment":289,"evidenceCount":71,"publicEvidenceCount":96,"organizations":837,"bestGrade":52,"headline":53,"lastVerified":54,"indexable":11},"loan-restructuring-recommendations","AI recommendations for loan restructuring and hardship arrangements","Restructuring recommendations","An assistant that assembles a stressed borrower's position, tests restructuring options such as a term extension, rate relief, payment holiday or due date change against policy and affordability, and recommends the best fit with a written rationale for a person to approve.",[31],[726,62,64],[41,66,7,110],[49],{"slug":839,"title":840,"shortTitle":841,"definition":842,"status":29,"industries":843,"functions":844,"patterns":845,"audience":68,"autonomy":304,"adoptionStage":44,"segment":846,"evidenceCount":46,"publicEvidenceCount":71,"organizations":847,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[145,31,81,32,129,146,184],[261,210,64],[40,7,66,134,41],"compliance",[848,251],"Financial Conduct Authority",{"slug":850,"title":851,"shortTitle":852,"definition":853,"status":29,"industries":854,"functions":855,"patterns":856,"audience":152,"autonomy":43,"adoptionStage":171,"segment":70,"evidenceCount":47,"publicEvidenceCount":47,"organizations":857,"bestGrade":156,"headline":53,"lastVerified":54,"indexable":11},"trade-finance-crime-screening","AI screening of trade finance transactions for trade based money laundering","Trade crime screening","AI that screens every trade finance transaction for financial crime risk: it checks parties, vessels and ports against sanctions and watchlists, tests goods descriptions against dual use and controlled goods lists, compares unit prices with benchmarks for over or under invoicing, and reads trade documents and messages for laundering red flags, then prepares a case narrative for a human investigator.",[31],[132,36],[7,151,40,134],[389,391,858],"United Bank Limited",{"slug":860,"title":861,"shortTitle":862,"definition":863,"status":29,"industries":864,"functions":865,"patterns":866,"audience":152,"autonomy":43,"adoptionStage":44,"evidenceCount":46,"publicEvidenceCount":46,"organizations":867,"bestGrade":52,"headline":53,"lastVerified":54,"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.",[145,184,245,301],[247,149,209],[40,7,134],[868,252,662,869],"U.S. General Services Administration","Veterans Health 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