[{"data":1,"prerenderedAt":1032},["ShallowReactive",2],{"uc-hub-pattern-content-generation":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":24,"benchmarks":839,"topIndustries":961,"topFunctions":980,"topPatterns":999,"stageMix":1000,"regionMix":1013,"organizations":1031,"other":80},"pattern","AI pattern",{"id":7,"label":8,"description":9},"content-generation","Content generation","Generative AI that drafts text, images or other content for a human to review or send.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},54,188,9,156,28,55,{"A":20,"B":21,"C":22,"D":23},0,100,87,1,[25,64,81,103,129,144,166,182,202,220,231,247,257,276,286,299,317,329,343,363,375,390,404,417,432,449,462,475,488,498,516,526,541,552,563,576,593,603,617,631,651,665,679,693,702,712,728,743,756,768,780,795,813,826],{"slug":26,"title":27,"shortTitle":28,"definition":29,"status":30,"industries":31,"functions":37,"patterns":41,"audience":46,"autonomy":47,"adoptionStage":48,"segment":49,"evidenceCount":50,"publicEvidenceCount":50,"organizations":51,"bestGrade":54,"headline":55,"lastVerified":63,"indexable":11},"complaints-handling-agent","AI agent for complaints recognition, investigation and response","Complaints handling","An AI agent that recognizes when a customer interaction is a complaint, logs it against the regulatory definition, classifies its root cause and severity, gathers the evidence, drafts the acknowledgement and the response for a human handler to approve, and tracks every statutory deadline until the case is closed.","published",[32,33,34,35,36],"cross-industry","banking","payments","insurance","telecommunications",[38,39,40],"case-management","customer-service","regulatory-compliance",[42,43,7,44,45],"classification-and-routing","summarization","agentic-workflow","rag-knowledge-assistant","employee-facing","copilot","early-adopters","middle-office",2,[52,53],"Lloyds Banking Group","NatWest Group","B",{"kpi":56,"label":57,"unit":58,"n":23,"nUpTo":20,"kind":59,"value":60,"qualifier":61,"claimant":62,"organization":52,"vendorReported":10},"time-saved-per-task","Time saved per task","minutes","reported",5,"approximately","organization","2026-09-27",{"slug":65,"title":66,"shortTitle":67,"definition":68,"status":30,"industries":69,"functions":70,"patterns":74,"audience":46,"autonomy":47,"adoptionStage":48,"segment":76,"evidenceCount":50,"publicEvidenceCount":50,"organizations":77,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[33],[71,72,73],"lending-and-credit","underwriting","risk-management",[75,44,45,7],"document-processing","specialized-businesses",[78,79],"Banestes","DBS Bank",null,{"slug":82,"title":83,"shortTitle":84,"definition":85,"status":30,"industries":86,"functions":88,"patterns":90,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":50,"publicEvidenceCount":50,"organizations":91,"bestGrade":94,"headline":95,"lastVerified":102,"indexable":11},"performance-review-drafting-agent","AI agent for drafting employee performance reviews","Performance review drafting","An assistant that gathers an employee's work history, goals and peer feedback from the systems a manager already uses, and drafts a first version of the performance review for the manager to edit, rewrite or reject, so the manager starts from a grounded summary instead of a blank form and a stack of six months of context to recall from memory.",[32,87],"technology",[89],"human-resources",[7,43,44],[92,93],"Case Status","Rho","C",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":99,"qualifier":100,"claimant":101,"organization":92,"vendorReported":11},"processing-time-reduction","Cycle time reduction","percent",84,"exact","vendor","2026-09-28",{"slug":104,"title":105,"shortTitle":106,"definition":107,"status":30,"industries":108,"functions":110,"patterns":112,"audience":115,"autonomy":116,"adoptionStage":48,"evidenceCount":117,"publicEvidenceCount":117,"organizations":118,"bestGrade":54,"headline":125,"lastVerified":63,"indexable":11},"flight-disruption-and-rebooking-agent","AI agent for flight disruption and rebooking","Flight disruption and rebooking","An AI agent that tells passengers proactively when their flight is delayed, cancelled or misconnected, explains why, and lets them rebook, request a refund or voucher, or claim care such as meals and hotels in one conversation on app, messaging, web or phone, within the airline's reaccommodation rules and passenger rights, handing complex itineraries and upset customers to a human with the context attached.",[109],"travel-and-hospitality",[39,111],"operations",[113,114,44,7],"conversational-agent","voice-agent","customer-facing","supervised-agent",6,[119,120,121,122,123,124],"Air India","Delta Air Lines","JetBlue","Lufthansa Group","Pegasus Airlines","United Airlines",{"kpi":126,"label":127,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":128,"qualifier":100,"claimant":101,"organization":119,"vendorReported":11},"automation-rate","Automation rate",97,{"slug":130,"title":131,"shortTitle":132,"definition":133,"status":30,"industries":134,"functions":135,"patterns":138,"audience":115,"autonomy":116,"adoptionStage":140,"segment":141,"evidenceCount":50,"publicEvidenceCount":23,"organizations":142,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"network-outage-communication-agent","AI agent for network outage detection and customer communication","Outage communication","An AI agent that turns network alarms into a clear picture of which customers are affected by an outage and why, tells them proactively by message, app or phone with a cause and an estimated fix time, answers their questions during the incident, and updates them until service is restored.",[36],[39,136,137],"network-operations","field-service",[139,42,7,113,114],"anomaly-detection","emerging","front-office",[143],"Comcast",{"slug":145,"title":146,"shortTitle":147,"definition":148,"status":30,"industries":149,"functions":151,"patterns":154,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":15,"publicEvidenceCount":157,"organizations":158,"bestGrade":94,"headline":80,"lastVerified":63,"indexable":11},"outbound-sales-prospecting-agent","AI agent for outbound sales prospecting and personalized outreach","Outbound sales prospecting","An AI agent that researches target accounts and contacts, drafts personalized outbound outreach (emails, LinkedIn messages and call scripts) from the campaign, the prospect's context and the sales goals, and sequences the follow ups, with a sales development rep approving or sending every message.",[32,87,150],"professional-services",[152,153],"sales","marketing",[7,44,155,156],"recommendation-and-personalization","prediction-and-scoring",7,[159,160,161,162,163,164,165],"A-LIGN","ANS","Dun & Bradstreet","Lumen Technologies","Merge","Oyster","Unifonic",{"slug":167,"title":168,"shortTitle":169,"definition":170,"status":30,"industries":171,"functions":173,"patterns":176,"audience":46,"autonomy":47,"adoptionStage":48,"segment":141,"evidenceCount":177,"publicEvidenceCount":177,"organizations":178,"bestGrade":54,"headline":80,"lastVerified":181,"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.",[172,33],"wealth-and-asset-management",[174,175],"onboarding-and-kyc","financial-crime-compliance",[75,44,7,43],3,[179,180],"Bank of Singapore","Deutsche Bank","2026-09-26",{"slug":183,"title":184,"shortTitle":185,"definition":186,"status":30,"industries":187,"functions":189,"patterns":191,"audience":46,"autonomy":47,"adoptionStage":193,"evidenceCount":177,"publicEvidenceCount":177,"organizations":194,"bestGrade":54,"headline":198,"lastVerified":63,"indexable":11},"ambient-clinical-documentation","AI ambient scribe for clinical documentation","Ambient clinical documentation","An AI scribe that listens, with the patient's consent, to the conversation between a clinician and a patient and drafts the clinical note, and often the letter or after visit summary, for the clinician to review, edit and sign in the health record. It documents; it does not diagnose or decide on treatment.",[188],"healthcare",[111,190],"knowledge-management",[192,43,7],"speech-analytics","mainstream",[195,196,197],"Great Ormond Street Hospital for Children NHS Foundation Trust","Kaiser Permanente","US Department of Veterans Affairs, Veterans Health Administration",{"kpi":199,"label":200,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":201,"qualifier":100,"claimant":62,"organization":195,"vendorReported":10},"handling-time-reduction","Handling time reduction",8.2,{"slug":203,"title":204,"shortTitle":205,"definition":206,"status":30,"industries":207,"functions":208,"patterns":210,"audience":115,"autonomy":116,"adoptionStage":48,"segment":141,"evidenceCount":60,"publicEvidenceCount":60,"organizations":211,"bestGrade":54,"headline":216,"lastVerified":63,"indexable":11},"business-connectivity-quoting-and-service-assistant","AI assistant for B2B telecom quoting, sales and service","B2B quoting and service","An AI assistant that serves business customers of a telecom operator and the sellers who look after them: it answers product, pricing and contract questions, prepares configurations and quotes for connectivity, mobile fleets and devices, drafts responses to tenders, and handles routine service requests and fault tickets, with a sales or service specialist approving anything binding.",[36],[152,39,209],"product-and-pricing",[113,45,44,155,7],[162,212,213,214,215],"SoftBank Corp.","Telefónica España","Verizon","Vodafone Business",{"kpi":217,"label":218,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":219,"qualifier":100,"claimant":62,"organization":212,"vendorReported":10},"containment-rate","Containment rate",70,{"slug":221,"title":222,"shortTitle":223,"definition":224,"status":30,"industries":225,"functions":226,"patterns":227,"audience":46,"autonomy":47,"adoptionStage":140,"segment":141,"evidenceCount":50,"publicEvidenceCount":50,"organizations":228,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"goal-based-financial-planning-assistant","AI assistant for goal based financial planning","Goal based planning","An AI assistant that turns a client's goals into projections and what if scenarios using a rules based planning engine, explains the trade offs in plain language and prepares the plan for an advisor to validate, with every assumption disclosed and reproducible.",[172,33],[152,39,209],[113,7,44],[229,230],"CIMB Niaga","Vanguard",{"slug":232,"title":233,"shortTitle":234,"definition":235,"status":30,"industries":236,"functions":237,"patterns":238,"audience":46,"autonomy":239,"adoptionStage":48,"segment":240,"evidenceCount":60,"publicEvidenceCount":60,"organizations":241,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"insurance-broker-and-agent-assistant","AI assistant for insurance brokers and agents","Broker and agent assistant","An AI assistant for tied agents, independent brokers, advisors and the insurer's own distribution staff that answers product, underwriting and process questions from approved sources, prepares personalized customer engagement and follow ups, validates and prioritizes leads, and drafts meeting notes and emails, so producers spend more time with customers.",[35],[152,190],[45,155,7,43],"assist","distribution",[242,243,244,245,246],"Manulife","Prudential plc","Sun Life","Waterdrop","Zurich Insurance Group",{"slug":248,"title":249,"shortTitle":250,"definition":251,"status":30,"industries":252,"functions":253,"patterns":254,"audience":46,"autonomy":47,"adoptionStage":140,"segment":141,"evidenceCount":50,"publicEvidenceCount":50,"organizations":255,"bestGrade":54,"headline":80,"lastVerified":181,"indexable":11},"suitability-assessment-assistant","AI assistant for investment suitability assessment and reports","Suitability assessment","An AI assistant that checks whether a proposed product or portfolio fits a client's risk tolerance, objectives, knowledge, experience and financial situation against the firm's rules, flags mismatches, and drafts the suitability rationale and report for the advisor to confirm, while hard rule failures are decided by deterministic checks, not by the model.",[172,33],[40,152,73],[44,7,42],[256,230],"Morgan Stanley",{"slug":258,"title":259,"shortTitle":260,"definition":261,"status":30,"industries":262,"functions":266,"patterns":270,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":117,"publicEvidenceCount":60,"organizations":271,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[32,33,263,264,265],"government","retail-and-ecommerce","manufacturing",[267,268,269],"procurement","legal","finance-and-accounting",[75,45,7,44],[272,273,274,275],"General Services Administration","Administration for Children and Families","Internal Revenue Service","Walmart",{"slug":277,"title":278,"shortTitle":279,"definition":280,"status":30,"industries":281,"functions":282,"patterns":283,"audience":46,"autonomy":47,"adoptionStage":140,"segment":76,"evidenceCount":23,"publicEvidenceCount":23,"organizations":284,"bestGrade":54,"headline":80,"lastVerified":181,"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.",[33,172,35],[40,268,209],[45,75,42,7],[285],"Zoya",{"slug":287,"title":288,"shortTitle":289,"definition":290,"status":30,"industries":291,"functions":293,"patterns":294,"audience":46,"autonomy":47,"adoptionStage":48,"segment":76,"evidenceCount":177,"publicEvidenceCount":177,"organizations":295,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[33,172,292],"capital-markets",[152,190],[45,43,7,44],[296,297,298],"Bank of America","Scotiabank","Standard Chartered",{"slug":300,"title":301,"shortTitle":302,"definition":303,"status":30,"industries":304,"functions":306,"patterns":307,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":60,"publicEvidenceCount":177,"organizations":309,"bestGrade":54,"headline":313,"lastVerified":63,"indexable":11},"marketing-content-compliance-copilot","AI copilot for marketing content with compliance pre review","Marketing content and compliance","A copilot that drafts campaign copy, product explainers and social posts on brand and in the customer's language from approved product facts, then runs a first pass compliance check against advertising rules and required disclosures, flagging unsupported claims and missing warnings before a human in marketing compliance approves publication.",[32,33,35,34,172,305],"pharma-and-life-sciences",[153,40,268],[7,45,42,308],"translation",[310,311,312],"Ally Financial","JPMorgan Chase","Klarna",{"kpi":314,"label":315,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":316,"qualifier":100,"claimant":62,"organization":310,"vendorReported":10},"productivity-gain","Productivity gain",34,{"slug":318,"title":319,"shortTitle":320,"definition":321,"status":30,"industries":322,"functions":323,"patterns":324,"audience":46,"autonomy":47,"adoptionStage":140,"segment":325,"evidenceCount":177,"publicEvidenceCount":177,"organizations":326,"bestGrade":54,"headline":80,"lastVerified":102,"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.",[33,35,292,172],[73,40],[44,75,7,139],"second-line",[327,298,328],"European Central Bank (ECB Banking Supervision)","United Overseas Bank (UOB)",{"slug":330,"title":331,"shortTitle":332,"definition":333,"status":30,"industries":334,"functions":335,"patterns":336,"audience":46,"autonomy":47,"adoptionStage":140,"segment":49,"evidenceCount":337,"publicEvidenceCount":337,"organizations":338,"bestGrade":54,"headline":80,"lastVerified":181,"indexable":11},"suspicious-activity-report-drafting","AI copilot for SAR and STR narrative drafting","SAR and STR drafting","Generative AI that drafts the narrative of a single suspicious activity or suspicious transaction report from the investigation file (who, what, when, where, why and how), with every fact linked to its source record, so the investigator verifies, edits and files instead of starting from a blank page. It works case by case, unlike the periodic data returns of regulatory reporting.",[33,34],[175,38],[7,43,45,44],4,[339,340,341,342],"Finshark","BMO and Amalgamated Bank","Nexo","Uphold",{"slug":344,"title":345,"shortTitle":346,"definition":347,"status":30,"industries":348,"functions":349,"patterns":350,"audience":46,"autonomy":47,"adoptionStage":48,"segment":72,"evidenceCount":351,"publicEvidenceCount":351,"organizations":352,"bestGrade":54,"headline":361,"lastVerified":181,"indexable":11},"underwriting-risk-assessment-copilot","AI copilot for underwriting risk assessment","Underwriting risk assessment copilot","A copilot that assembles everything relevant to a risk (the submission, loss history, internal guidelines, third party data and public information), highlights exposures and gaps against the insurer's underwriting guidelines and drafts the underwriting narrative or referral note, while the underwriter makes and signs every decision.",[35],[72,73],[45,43,7,44],8,[353,354,355,356,357,358,359,360],"Accelerant Holdings","American International Group","Arch Capital Group","Bowhead Specialty","Generali Global Corporate & Commercial","Hiscox","Skyward Specialty Insurance Group","Zurich North America",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":362,"qualifier":100,"claimant":101,"organization":357,"vendorReported":11},50,{"slug":364,"title":365,"shortTitle":366,"definition":367,"status":30,"industries":368,"functions":369,"patterns":370,"audience":46,"autonomy":47,"adoptionStage":140,"segment":371,"evidenceCount":50,"publicEvidenceCount":50,"organizations":372,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"adverse-action-explanations","AI drafted explanations for credit declines and adverse actions","Adverse action explanations","An assistant that turns the reason codes of a credit model into an accurate, specific and readable explanation of a decline, reduced limit or repricing for the customer, and a matching internal rationale for the file, without adding any reason the model did not produce.",[33,34],[71,40,39],[7,45,113],"lending",[373,374],"Discover Financial Services","Wells Fargo",{"slug":376,"title":377,"shortTitle":378,"definition":379,"status":30,"industries":380,"functions":381,"patterns":383,"audience":46,"autonomy":47,"adoptionStage":140,"evidenceCount":60,"publicEvidenceCount":60,"organizations":384,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"civil-servant-drafting-copilot","AI drafting copilot for civil servants for correspondence, briefings and ministerial replies","Civil servant drafting copilot","A generative AI assistant that drafts replies to correspondence from the public and elected representatives, briefings, submissions and summaries for civil servants, grounded in the department's approved lines, policy documents and case data, with the official editing and approving every word before it is sent or cleared.",[263],[382,190,38],"citizen-services",[7,45,43],[385,386,387,388,389],"Cabinet Office (Government Communication Service)","Crown Prosecution Service","Department for Education","Department for Science, Innovation and Technology (Incubator for Artificial Intelligence)","Government Digital Service",{"slug":391,"title":392,"shortTitle":393,"definition":394,"status":30,"industries":395,"functions":396,"patterns":397,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":50,"publicEvidenceCount":50,"organizations":398,"bestGrade":54,"headline":401,"lastVerified":63,"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.",[305],[40,111],[7,45,75],[399,400],"Merck & Co.","Novo Nordisk",{"kpi":402,"label":403,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":362,"qualifier":100,"claimant":62,"organization":399,"vendorReported":10},"error-reduction","Error reduction",{"slug":405,"title":406,"shortTitle":407,"definition":408,"status":30,"industries":409,"functions":410,"patterns":412,"audience":413,"autonomy":116,"adoptionStage":48,"segment":413,"evidenceCount":177,"publicEvidenceCount":50,"organizations":414,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[34,33,264],[111,411,39],"fraud-prevention",[44,75,7,42],"back-office",[415,416],"GitHub","Visa",{"slug":418,"title":419,"shortTitle":420,"definition":421,"status":30,"industries":422,"functions":423,"patterns":424,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":60,"publicEvidenceCount":60,"organizations":425,"bestGrade":54,"headline":430,"lastVerified":63,"indexable":11},"training-content-generation","AI for creating employee training and eLearning content","Training content creation","Generative AI that helps learning and development teams turn source material such as procedures, product documentation and policies into training: course outlines, lesson text, quizzes, narration, avatar videos and translations, which instructional designers and subject matter experts review before publishing.",[32,263,87,265],[89,190],[7,308,43],[426,274,427,428,429],"Carlsberg Group","U.S. Marshals Service","Veterans Benefits Administration","Zoom",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":431,"qualifier":100,"claimant":101,"organization":429,"vendorReported":11},90,{"slug":433,"title":434,"shortTitle":435,"definition":436,"status":30,"industries":437,"functions":438,"patterns":441,"audience":46,"autonomy":47,"adoptionStage":48,"segment":413,"evidenceCount":60,"publicEvidenceCount":60,"organizations":442,"bestGrade":54,"headline":446,"lastVerified":181,"indexable":11},"outbound-notice-drafting","AI for drafting customer letters and outbound notices","Outbound notice drafting","AI that drafts the letters and notices operations must send at scale, such as arrears notices, decline letters, complaint responses, servicing confirmations and product change notices, from case data and approved templates and clauses, in the customer's language, for a person to approve where the notice is regulated.",[32,33,35,263,188,172],[111,39,439,40,440],"collections-and-recovery","claims",[7,45,308],[443,358,444,445],"Acentra Health","Health Resources and Services Administration","SS&C Technologies",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":447,"qualifier":100,"claimant":101,"organization":448,"vendorReported":11},25,"SS&C GIDS and RS",{"slug":450,"title":451,"shortTitle":452,"definition":453,"status":30,"industries":454,"functions":455,"patterns":456,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":337,"publicEvidenceCount":337,"organizations":457,"bestGrade":54,"headline":80,"lastVerified":181,"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.",[263],[382,268,38],[75,42,7],[458,459,460,461],"U.S. Department of Justice","U.S. Food and Drug Administration, Center for Drug Evaluation and Research","Provincie Noord-Holland","U.S. Department of the Interior",{"slug":463,"title":464,"shortTitle":465,"definition":466,"status":30,"industries":467,"functions":468,"patterns":469,"audience":46,"autonomy":47,"adoptionStage":48,"segment":440,"evidenceCount":60,"publicEvidenceCount":60,"organizations":470,"bestGrade":54,"headline":474,"lastVerified":63,"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.",[35,188],[440,38,111],[75,43,45,42,7],[443,471,472,473,242],"AdvanceCare","Centers for Medicare and Medicaid Services","ICICI Lombard",{"kpi":199,"label":200,"unit":98,"n":50,"nUpTo":20,"kind":59,"value":362,"qualifier":61,"claimant":101,"organization":443,"vendorReported":11},{"slug":476,"title":477,"shortTitle":478,"definition":479,"status":30,"industries":480,"functions":481,"patterns":482,"audience":413,"autonomy":116,"adoptionStage":140,"segment":413,"evidenceCount":50,"publicEvidenceCount":50,"organizations":483,"bestGrade":54,"headline":485,"lastVerified":63,"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.",[33,34],[111,39],[44,75,42,7],[484,311],"BNY",{"kpi":126,"label":127,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":486,"qualifier":487,"claimant":62,"organization":484,"vendorReported":10},10,"at-least",{"slug":489,"title":490,"shortTitle":491,"definition":492,"status":30,"industries":493,"functions":494,"patterns":495,"audience":46,"autonomy":47,"adoptionStage":140,"segment":325,"evidenceCount":177,"publicEvidenceCount":177,"organizations":496,"bestGrade":54,"headline":80,"lastVerified":181,"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.",[32,33,35,292,263],[40,268,190],[45,7,75,43],[497,273,444],"Federal Deposit Insurance Corporation",{"slug":499,"title":500,"shortTitle":501,"definition":502,"status":30,"industries":503,"functions":504,"patterns":506,"audience":413,"autonomy":47,"adoptionStage":48,"evidenceCount":60,"publicEvidenceCount":60,"organizations":507,"bestGrade":54,"headline":512,"lastVerified":63,"indexable":11},"public-consultation-response-analysis","AI for public consultation response analysis","Consultation response analysis","AI that reads every free text response to a public consultation or rulemaking comment period, proposes themes, maps each response to the themes that officials have validated, flags duplicates, campaign letters and responses that need special attention, and produces counts and summaries for the analysts who write the government's response.",[263],[382,505],"analytics-and-reporting",[43,42,7],[508,509,510,388,511],"Centers for Disease Control and Prevention","Board of Governors of the Federal Reserve System","Department for Transport","U.S. Department of Transportation, Office of the Secretary",{"kpi":513,"label":514,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":515,"qualifier":487,"claimant":62,"organization":510,"vendorReported":10},"accuracy","Accuracy",92,{"slug":517,"title":518,"shortTitle":519,"definition":520,"status":30,"industries":521,"functions":522,"patterns":523,"audience":46,"autonomy":47,"adoptionStage":140,"segment":413,"evidenceCount":50,"publicEvidenceCount":50,"organizations":524,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[33,35,292,34],[40,269,175],[44,139,7,43],[509,525],"National Credit Union Administration",{"slug":527,"title":528,"shortTitle":529,"definition":530,"status":30,"industries":531,"functions":532,"patterns":533,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":337,"publicEvidenceCount":337,"organizations":534,"bestGrade":94,"headline":539,"lastVerified":63,"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.",[32,150,87],[152,190],[7,45,75],[535,536,537,538],"GroupeActive","Industrialized Construction Group","Microsoft","Verdantas",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":540,"qualifier":100,"claimant":101,"organization":536,"vendorReported":11},80,{"slug":542,"title":543,"shortTitle":544,"definition":545,"status":30,"industries":546,"functions":547,"patterns":548,"audience":413,"autonomy":47,"adoptionStage":48,"segment":413,"evidenceCount":337,"publicEvidenceCount":337,"organizations":549,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[292,33,172],[111,73],[156,42,44,7],[484,550,551],"Clearstream","Euroclear",{"slug":553,"title":554,"shortTitle":555,"definition":556,"status":30,"industries":557,"functions":558,"patterns":559,"audience":46,"autonomy":47,"adoptionStage":140,"segment":325,"evidenceCount":177,"publicEvidenceCount":177,"organizations":560,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[33,35,292,34],[40,268,38],[45,7,75,44],[561,562],"U.S. Department of Homeland Security","Federal Emergency Management Agency",{"slug":564,"title":565,"shortTitle":566,"definition":567,"status":30,"industries":568,"functions":570,"patterns":572,"audience":46,"autonomy":47,"adoptionStage":140,"evidenceCount":337,"publicEvidenceCount":337,"organizations":573,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"support-knowledge-article-generation","AI for support knowledge article generation and maintenance","Knowledge article generation","AI that drafts knowledge base articles from resolved tickets, cases and conversations, detects questions the knowledge base does not answer and articles that are outdated or contradict each other, and proposes new or revised articles for a knowledge owner to review and publish.",[32,263,569],"automotive",[190,39,571],"it-and-engineering",[7,43,42],[508,274,574,575],"U.S. National Science Foundation","Rivian",{"slug":577,"title":578,"shortTitle":579,"definition":580,"status":30,"industries":581,"functions":582,"patterns":583,"audience":413,"autonomy":116,"adoptionStage":48,"evidenceCount":351,"publicEvidenceCount":157,"organizations":585,"bestGrade":54,"headline":591,"lastVerified":181,"indexable":11},"synthetic-test-data-generation","AI for synthetic test data generation","Synthetic test data generation","AI that generates realistic synthetic datasets, such as customers, transactions, documents and conversations, which keep the structure and statistical properties of production data without containing real personal data, so teams can test software, train and validate models and run demos safely.",[32,33,188,35],[571,505],[584,7],"synthetic-data-generation",[586,587,274,311,588,589,590],"Boomi","Financial Conduct Authority","Kin Insurance","Merkur Versicherung AG","Patterson Dental",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":592,"qualifier":100,"claimant":101,"organization":590,"vendorReported":11},75,{"slug":594,"title":595,"shortTitle":596,"definition":597,"status":30,"industries":598,"functions":599,"patterns":600,"audience":413,"autonomy":47,"adoptionStage":48,"segment":49,"evidenceCount":177,"publicEvidenceCount":50,"organizations":601,"bestGrade":94,"headline":80,"lastVerified":63,"indexable":11},"portfolio-reporting-and-commentary","AI generated client portfolio reports and commentary","Portfolio commentary","AI that drafts each client's periodic portfolio commentary and report narrative (performance, attribution, what drove returns, positioning and outlook) in plain language and in the client's language, where every figure comes from the portfolio system of record and a reviewer approves the text before delivery.",[172,33],[505,39,111],[7,43,308],[256,602],"Quilter",{"slug":604,"title":605,"shortTitle":606,"definition":607,"status":30,"industries":608,"functions":609,"patterns":610,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":337,"publicEvidenceCount":337,"organizations":611,"bestGrade":54,"headline":615,"lastVerified":63,"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.",[150,32,263],[268,190],[45,7,43,75],[612,613,458,614],"A&O Shearman","Ashurst Perkins Coie","U.S. Securities and Exchange Commission",{"kpi":314,"label":315,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":616,"qualifier":61,"claimant":62,"organization":613,"vendorReported":10},45,{"slug":618,"title":619,"shortTitle":620,"definition":621,"status":30,"industries":622,"functions":623,"patterns":624,"audience":46,"autonomy":116,"adoptionStage":48,"evidenceCount":177,"publicEvidenceCount":177,"organizations":625,"bestGrade":94,"headline":629,"lastVerified":63,"indexable":11},"marketing-and-product-content-localization","AI localization of marketing, product and web content","Content localization","AI that translates and adapts an organization's commercial content, such as campaigns, emails, product pages, help content and websites, for each market and language, using the brand's glossary, style guide and past approved translations, and routes the output to human linguists and local marketers for review in proportion to how visible and risky the content is.",[32,264,150,265],[153],[308,7],[626,627,628],"Bosch Digital","Lionbridge","Swarovski",{"kpi":96,"label":97,"unit":630,"n":23,"nUpTo":20,"kind":59,"value":486,"qualifier":100,"claimant":101,"organization":628,"vendorReported":11},"multiplier",{"slug":632,"title":633,"shortTitle":634,"definition":635,"status":30,"industries":636,"functions":638,"patterns":639,"audience":413,"autonomy":116,"adoptionStage":193,"evidenceCount":351,"publicEvidenceCount":157,"organizations":640,"bestGrade":54,"headline":647,"lastVerified":63,"indexable":11},"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.",[32,109,637,264,33],"media-and-entertainment",[153,152],[155,156,7],[641,642,643,644,645,628,646],"Amazon","Catchtable","Commonwealth Bank of Australia","Radisson Hotel Group","Square Enix","Virgin Voyages",{"kpi":648,"label":649,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":650,"qualifier":100,"claimant":101,"organization":642,"vendorReported":11},"conversion-rate-uplift","Conversion uplift",30,{"slug":652,"title":653,"shortTitle":654,"definition":655,"status":30,"industries":656,"functions":657,"patterns":658,"audience":46,"autonomy":47,"adoptionStage":193,"segment":141,"evidenceCount":117,"publicEvidenceCount":117,"organizations":659,"bestGrade":54,"headline":663,"lastVerified":63,"indexable":11},"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.",[172,33],[152,40,111],[43,192,44,7],[296,660,256,602,661,662],"Commerzbank","SEB","UniSuper",{"kpi":314,"label":315,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":664,"qualifier":100,"claimant":101,"organization":661,"vendorReported":11},15,{"slug":666,"title":667,"shortTitle":668,"definition":669,"status":30,"industries":670,"functions":671,"patterns":672,"audience":46,"autonomy":47,"adoptionStage":48,"segment":673,"evidenceCount":50,"publicEvidenceCount":50,"organizations":674,"bestGrade":54,"headline":677,"lastVerified":102,"indexable":11},"ai-drug-discovery-platform","AI native platform for drug target discovery and molecule design","AI drug discovery platform","An AI native research platform that prioritizes disease targets from biological data, generates and optimizes candidate drug molecules computationally, and predicts their properties before a chemist synthesizes and tests them, so a pharmaceutical or biotech company reaches a validated preclinical candidate with far fewer molecules made and tested than a conventional medicinal chemistry program.",[305],[111,505],[156,7],"drug discovery",[675,676],"Insilico Medicine","Recursion Pharmaceuticals",{"kpi":96,"label":97,"unit":98,"n":50,"nUpTo":20,"kind":59,"value":678,"qualifier":61,"claimant":62,"organization":675,"vendorReported":10},60,{"slug":680,"title":681,"shortTitle":682,"definition":683,"status":30,"industries":684,"functions":685,"patterns":686,"audience":46,"autonomy":239,"adoptionStage":48,"segment":141,"evidenceCount":60,"publicEvidenceCount":60,"organizations":687,"bestGrade":54,"headline":690,"lastVerified":63,"indexable":11},"next-best-action-for-advisors","AI next best action prompts for wealth advisors","Advisor next best action","An AI engine for wealth advisors, not customers, that scans an advisor's whole book and surfaces a short, ranked list of client specific prompts, such as idle cash, a maturing deposit, a concentration to review, a life event or an early sign of attrition, each with the reasoning and data behind it, for the advisor to act on or dismiss.",[172,33],[152,153,505],[155,156,7],[229,688,311,256,689],"Citi","UBS",{"kpi":691,"label":692,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":540,"qualifier":100,"claimant":62,"organization":689,"vendorReported":10},"employee-adoption","Employee adoption",{"slug":694,"title":695,"shortTitle":696,"definition":697,"status":30,"industries":698,"functions":699,"patterns":700,"audience":115,"autonomy":47,"adoptionStage":140,"segment":76,"evidenceCount":50,"publicEvidenceCount":50,"organizations":701,"bestGrade":54,"headline":80,"lastVerified":63,"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.",[33],[174,111],[44,75,113,7],[688,298],{"slug":703,"title":704,"shortTitle":705,"definition":706,"status":30,"industries":707,"functions":708,"patterns":709,"audience":413,"autonomy":47,"adoptionStage":140,"segment":49,"evidenceCount":337,"publicEvidenceCount":177,"organizations":710,"bestGrade":54,"headline":80,"lastVerified":63,"indexable":11},"portfolio-drift-monitoring-and-rebalancing","AI portfolio drift monitoring and rebalancing proposals","Drift and rebalancing","Continuous monitoring of every client portfolio against its mandate or model, which detects drift beyond agreed bands and prepares a tax aware, low turnover rebalancing proposal with its rationale for an advisor or portfolio manager to approve before any trade is placed.",[172,33],[111,73,505],[139,44,156,7],[256,711,230],"SimCorp",{"slug":713,"title":714,"shortTitle":715,"definition":716,"status":30,"industries":717,"functions":718,"patterns":719,"audience":413,"autonomy":116,"adoptionStage":193,"evidenceCount":337,"publicEvidenceCount":337,"organizations":721,"bestGrade":54,"headline":724,"lastVerified":63,"indexable":11},"product-content-and-catalog-enrichment","AI product content and catalog enrichment for online retail","Product content and catalog enrichment","AI that writes and repairs product content at catalog scale: it drafts titles, descriptions and image alt text, and extracts missing attributes such as color, size and material from supplier text and product images, then checks its own output before the content is published to the store and to search engines. A human owns the rules, the quality thresholds and the exceptions.",[264,32],[153,111],[7,720,42],"computer-vision",[641,722,723,275],"eBay","Etsy",{"kpi":725,"label":726,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":727,"qualifier":100,"claimant":62,"organization":641,"vendorReported":10},"quality-score-uplift","Quality score uplift",40,{"slug":729,"title":730,"shortTitle":731,"definition":732,"status":30,"industries":733,"functions":734,"patterns":735,"audience":46,"autonomy":47,"adoptionStage":193,"evidenceCount":117,"publicEvidenceCount":117,"organizations":736,"bestGrade":54,"headline":742,"lastVerified":63,"indexable":11},"email-and-ticket-reply-drafting","AI reply drafting for customer email and support tickets","Email and ticket reply drafting","A copilot for asynchronous service work that drafts the reply to an incoming customer email, message or ticket once it has reached an agent: it summarizes the request, pulls the relevant customer data and approved knowledge, and drafts a reply in the organization's tone and the customer's language for the agent to check, edit and send. Live calls and chats, and the sorting of the inbox itself, are separate use cases.",[32,263,33,36,87],[39,111],[7,43,45,42],[508,737,738,739,740,741],"First National Bank","HYPE","Nomad eSIM","Transportation Security Administration","Turing",{"kpi":96,"label":97,"unit":98,"n":50,"nUpTo":20,"kind":59,"value":362,"qualifier":61,"claimant":101,"organization":738,"vendorReported":11},{"slug":744,"title":745,"shortTitle":746,"definition":747,"status":30,"industries":748,"functions":749,"patterns":750,"audience":46,"autonomy":239,"adoptionStage":48,"evidenceCount":177,"publicEvidenceCount":177,"organizations":751,"bestGrade":54,"headline":754,"lastVerified":181,"indexable":11},"conversation-roleplay-training","AI roleplay training for customer conversations","Conversation roleplay training","A training simulator in which generative AI plays a realistic customer, by voice or text, so service, sales and crisis staff can rehearse difficult conversations as often as they need before they handle live ones, and receive structured feedback against the organization's own standards.",[32,33,35,36,263,188],[89,39,152],[113,114,7],[296,752,753],"GoHealth","U.S. Department of Veterans Affairs",{"kpi":648,"label":649,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":755,"qualifier":100,"claimant":101,"organization":752,"vendorReported":11},21,{"slug":757,"title":758,"shortTitle":759,"definition":760,"status":30,"industries":761,"functions":762,"patterns":763,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":337,"publicEvidenceCount":337,"organizations":764,"bestGrade":94,"headline":767,"lastVerified":63,"indexable":11},"sales-call-coaching-and-crm-update","AI sales call coaching and CRM update","Sales call coaching and CRM update","AI for sales teams that analyses sales calls and meetings against the team's own sales method to coach sellers and their managers, and writes the call summary, next steps and opportunity updates into the CRM for the seller to confirm. Its purpose is winning deals and building selling skill, not the regulated advice record or general meeting notes.",[32,36,265,35],[152],[192,43,7],[765,162,766,246],"Hughes Network Systems","Sandvik Coromant",{"kpi":56,"label":57,"unit":58,"n":23,"nUpTo":23,"kind":59,"value":177,"qualifier":100,"claimant":62,"organization":766,"vendorReported":10},{"slug":769,"title":770,"shortTitle":771,"definition":772,"status":30,"industries":773,"functions":774,"patterns":775,"audience":46,"autonomy":47,"adoptionStage":48,"segment":141,"evidenceCount":337,"publicEvidenceCount":337,"organizations":776,"bestGrade":54,"headline":777,"lastVerified":63,"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.",[172,292,33],[505,152,190],[43,45,7,308],[688,180,256,689],{"kpi":56,"label":57,"unit":58,"n":20,"nUpTo":23,"kind":59,"value":778,"qualifier":779,"claimant":62,"organization":180,"vendorReported":10},120,"up-to",{"slug":781,"title":782,"shortTitle":783,"definition":784,"status":30,"industries":785,"functions":786,"patterns":787,"audience":46,"autonomy":47,"adoptionStage":140,"evidenceCount":117,"publicEvidenceCount":60,"organizations":788,"bestGrade":54,"headline":793,"lastVerified":181,"indexable":11},"requirements-to-test-case-generation","AI that turns requirements into user stories, acceptance criteria and test cases","Requirements to test cases","AI that reads product requirements, specifications or recorded sessions, checks them for gaps, ambiguity and contradictions, and drafts structured user stories, acceptance criteria and test cases (for example in Gherkin) that QA engineers review, with each item traced back to the requirement it covers.",[87,263,33,32],[571],[7,75],[789,790,791,792,753],"BrowserStack","Continental AG","LTIMindtree","National Aeronautics and Space Administration",{"kpi":96,"label":97,"unit":98,"n":23,"nUpTo":23,"kind":59,"value":794,"qualifier":100,"claimant":101,"organization":791,"vendorReported":11},67,{"slug":796,"title":797,"shortTitle":798,"definition":799,"status":30,"industries":800,"functions":802,"patterns":803,"audience":413,"autonomy":47,"adoptionStage":193,"evidenceCount":117,"publicEvidenceCount":60,"organizations":804,"bestGrade":94,"headline":810,"lastVerified":181,"indexable":11},"audio-and-video-transcription-and-captioning","AI transcription, subtitles and captions for audio and video","Transcription and captioning","AI that transcribes recorded audio and video, such as podcasts, broadcasts, lessons, interviews and hearings, in several languages, separates the speakers and produces timed transcripts, subtitles and captions for a human editor to check, delivered as files for publishing or the archive.",[637,801,32],"education",[111,190],[192,308,7],[805,806,807,808,809],"Ateme","Comeen","Pacers Sports & Entertainment","Sveriges Television (SVT)","Warner Bros. Discovery",{"kpi":811,"label":812,"unit":98,"n":23,"nUpTo":20,"kind":59,"value":362,"qualifier":100,"claimant":101,"organization":809,"vendorReported":11},"cost-reduction","Cost reduction",{"slug":814,"title":815,"shortTitle":816,"definition":817,"status":30,"industries":818,"functions":819,"patterns":820,"audience":46,"autonomy":47,"adoptionStage":48,"evidenceCount":177,"publicEvidenceCount":177,"organizations":821,"bestGrade":94,"headline":825,"lastVerified":63,"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.",[32,33,35,263,292,172],[73,40,269],[45,43,7,75,139],[822,823,824],"Banco Bradesco","British Columbia Investment Management Corporation","XP Inc.",{"kpi":199,"label":200,"unit":98,"n":50,"nUpTo":20,"kind":59,"value":18,"qualifier":100,"claimant":101,"organization":822,"vendorReported":11},{"slug":827,"title":828,"shortTitle":829,"definition":830,"status":30,"industries":831,"functions":832,"patterns":833,"audience":46,"autonomy":239,"adoptionStage":193,"evidenceCount":157,"publicEvidenceCount":60,"organizations":834,"bestGrade":54,"headline":838,"lastVerified":63,"indexable":11},"live-agent-assist","Real time AI assist for contact centre agents","Live agent assist","A real time copilot for human contact centre agents during a live call or chat: it transcribes the conversation as it happens, surfaces the relevant knowledge and next step, drafts responses, and writes the after call summary and CRM notes, while the agent stays in control of what is said and done.",[32,33,35,36,188,264,87],[39,111],[192,45,43,7],[79,835,836,661,837],"Definity","Oportun","SIGNAL 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