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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.",[258,230,259,260],"cross-industry","healthcare","insurance",[262,263],"it-and-engineering","analytics-and-reporting",[265,207],"synthetic-data-generation","back-office",7,[116,153,269,108,270,271,272],"Internal Revenue Service","Kin Insurance","Merkur Versicherung AG","Patterson Dental",{"kpi":274,"label":275,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":276,"qualifier":46,"claimant":70,"organization":272,"vendorReported":8},"processing-time-reduction","Cycle time 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Government",{"kpi":181,"label":182,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":465,"qualifier":26,"claimant":27,"organization":459,"vendorReported":9},76,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":65,"min":65,"max":65,"byClaimant":467,"vendorOnly":9,"points":468},{"organization":184,"vendor":15,"regulator":15,"independent":15},[469],{"evidenceId":63,"organization":64,"value":65,"qualifier":33,"claimant":27,"grade":28,"pooled":8},{"useCase":471,"benchmark":485},{"slug":472,"title":473,"shortTitle":474,"definition":475,"status":161,"industries":476,"functions":478,"patterns":479,"audience":236,"autonomy":237,"adoptionStage":175,"segment":371,"evidenceCount":211,"publicEvidenceCount":189,"organizations":480,"bestGrade":28,"headline":481,"lastVerified":187,"indexable":8},"corporate-client-servicing-assistant","AI assistant for corporate and commercial client servicing","Corporate client servicing","A conversational assistant inside the corporate banking portal, app and messaging channels that answers finance and treasury teams' servicing questions, such as payment status, balances, cut off times, fees and how to submit an instruction, resolves routine requests end to end and hands the rest to a service specialist who has an AI copilot.",[230,477],"payments",[166,315],[171,169,235,208],[31,123],{"kpi":482,"label":483,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":484,"qualifier":46,"claimant":27,"organization":31,"vendorReported":9},"contact-deflection","Contact deflection",16,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":486,"min":486,"max":486,"byClaimant":487,"vendorOnly":9,"points":488},4000,{"organization":184,"vendor":15,"regulator":15,"independent":15},[489],{"evidenceId":490,"organization":123,"value":486,"qualifier":33,"claimant":27,"grade":28,"pooled":8},"dbs-joy-corporate-virtual-assistant",{"useCase":492,"benchmark":512},{"slug":493,"title":494,"shortTitle":495,"definition":496,"status":161,"industries":497,"functions":500,"patterns":502,"audience":173,"autonomy":209,"adoptionStage":175,"segment":176,"evidenceCount":211,"publicEvidenceCount":320,"organizations":503,"bestGrade":28,"headline":507,"lastVerified":187,"indexable":8},"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.",[498,499,292],"capital-markets","wealth-and-asset-management",[263,501,368],"legal",[370,208,169,235,234],[504,505,506,93],"Datasite","EQT","Freshfields",{"kpi":508,"label":509,"unit":183,"n":15,"nUpTo":184,"kind":185,"value":510,"qualifier":511,"claimant":70,"organization":504,"vendorReported":8},"productivity-gain","Productivity gain",80,"up-to",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":16,"min":16,"max":16,"byClaimant":513,"vendorOnly":8,"points":514},{"organization":15,"vendor":184,"regulator":15,"independent":15},[515],{"evidenceId":92,"organization":93,"value":16,"qualifier":26,"claimant":70,"grade":71,"pooled":8},{"useCase":517,"benchmark":531},{"slug":518,"title":519,"shortTitle":520,"definition":521,"status":161,"industries":522,"functions":523,"patterns":524,"audience":173,"autonomy":174,"adoptionStage":175,"segment":525,"evidenceCount":211,"publicEvidenceCount":211,"organizations":526,"bestGrade":28,"headline":216,"lastVerified":187,"indexable":8},"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.",[260],[165,167],[169,172,207,208],"distribution",[527,528,529,530,139],"Manulife","Prudential plc","Sun Life","Waterdrop",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":136,"min":136,"max":136,"byClaimant":532,"vendorOnly":8,"points":533},{"organization":15,"vendor":184,"regulator":15,"independent":15},[534],{"evidenceId":138,"organization":139,"value":136,"qualifier":46,"claimant":70,"grade":71,"pooled":8},{"useCase":536,"benchmark":547},{"slug":537,"title":538,"shortTitle":539,"definition":540,"status":161,"industries":541,"functions":542,"patterns":545,"audience":173,"autonomy":209,"adoptionStage":210,"segment":371,"evidenceCount":184,"publicEvidenceCount":184,"organizations":546,"bestGrade":28,"headline":216,"lastVerified":277,"indexable":8},"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.",[230,499,260],[543,501,544],"regulatory-compliance","product-and-pricing",[169,370,318,207],[60],{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":61,"min":61,"max":61,"byClaimant":548,"vendorOnly":9,"points":549},{"organization":184,"vendor":15,"regulator":15,"independent":15},[550],{"evidenceId":59,"organization":60,"value":61,"qualifier":26,"claimant":27,"grade":28,"pooled":8},{"useCase":552,"benchmark":564},{"slug":553,"title":554,"shortTitle":555,"definition":556,"status":161,"industries":557,"functions":558,"patterns":560,"audience":236,"autonomy":237,"adoptionStage":319,"evidenceCount":320,"publicEvidenceCount":320,"organizations":561,"bestGrade":28,"headline":562,"lastVerified":277,"indexable":8},"tax-questions-and-filing-assistant","AI assistant for tax questions and filing support","Tax questions and filing assistant","An AI assistant that answers taxpayers' questions about taxes, deadlines, refunds and payments, lets authenticated taxpayers check their status or set up a payment plan within set rules, and guides them through filing, while assessments, penalties and disputes stay with the tax authority's staff and systems.",[202],[204,166,559],"finance-and-accounting",[171,431,169,318],[68,96,269],{"kpi":181,"label":182,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":563,"qualifier":46,"claimant":27,"organization":96,"vendorReported":9},83.03,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":69,"min":69,"max":69,"byClaimant":565,"vendorOnly":8,"points":566},{"organization":15,"vendor":184,"regulator":15,"independent":15},[567],{"evidenceId":67,"organization":68,"value":69,"qualifier":26,"claimant":70,"grade":71,"pooled":8},{"useCase":569,"benchmark":587},{"slug":570,"title":571,"shortTitle":572,"definition":573,"status":161,"industries":574,"functions":575,"patterns":576,"audience":236,"autonomy":237,"adoptionStage":175,"segment":176,"evidenceCount":455,"publicEvidenceCount":455,"organizations":577,"bestGrade":28,"headline":586,"lastVerified":277,"indexable":8},"plan-upgrade-and-sales-assistant","AI assistant for telecom plan upgrades, add ons and sales","Plan upgrade and sales assistant","An AI assistant that helps existing and prospective customers choose, compare and buy the right mobile, broadband or TV plan, device or extra, in the app, in messaging, on the phone or through a human advisor, using the customer's usage and eligibility and the operator's current offers, and that completes the order or passes a ready quote to a person.",[163],[165,166,232],[172,171,169,431,235],[578,579,580,581,78,582,583,584,585],"Reliance Jio","Mobily","Orange France","Singtel","Telenet","Verizon","Virgin Media O2","Vodafone",{"kpi":348,"label":349,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":276,"qualifier":46,"claimant":70,"organization":582,"vendorReported":8},{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":79,"min":79,"max":79,"byClaimant":588,"vendorOnly":8,"points":589},{"organization":15,"vendor":184,"regulator":15,"independent":15},[590],{"evidenceId":77,"organization":78,"value":79,"qualifier":26,"claimant":70,"grade":71,"pooled":8},{"useCase":592,"benchmark":608},{"slug":593,"title":594,"shortTitle":595,"definition":596,"status":161,"industries":597,"functions":599,"patterns":601,"audience":173,"autonomy":174,"adoptionStage":175,"segment":371,"evidenceCount":211,"publicEvidenceCount":211,"organizations":602,"bestGrade":28,"headline":606,"lastVerified":187,"indexable":8},"treasury-cash-flow-forecasting","AI cash flow forecasting for corporate treasury","Treasury cash forecasting","Machine learning and conversational analytics, offered by some banks inside their cash management platforms, that categorise a company's cash flows, forecast positions across accounts and currencies, and answer treasurers' questions in plain language, so the treasury team decides on funding and idle balances with better information and less spreadsheet work.",[230,258,598,291,293],"logistics-and-transportation",[600,559,263],"treasury",[234,318,171,235],[603,31,604,108,605],"Amtrak","Domino's Pizza","Prysmian",{"kpi":508,"label":509,"unit":183,"n":189,"nUpTo":184,"kind":185,"value":607,"qualifier":33,"claimant":27,"organization":108,"vendorReported":9},90,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":109,"min":109,"max":109,"byClaimant":609,"vendorOnly":9,"points":610},{"organization":184,"vendor":15,"regulator":15,"independent":15},[611],{"evidenceId":107,"organization":108,"value":109,"qualifier":33,"claimant":27,"grade":71,"pooled":8},{"useCase":613,"benchmark":626},{"slug":614,"title":615,"shortTitle":616,"definition":617,"status":161,"industries":618,"functions":619,"patterns":620,"audience":266,"autonomy":237,"adoptionStage":175,"segment":621,"evidenceCount":320,"publicEvidenceCount":320,"organizations":622,"bestGrade":28,"headline":216,"lastVerified":277,"indexable":8},"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.",[230],[366,367,368],[234,370,235,171],"lending",[25,623,624,625],"National Australia Bank","OakNorth Bank","Sumitomo Mitsui Banking Corporation",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":18,"min":18,"max":18,"byClaimant":627,"vendorOnly":9,"points":628},{"organization":184,"vendor":15,"regulator":15,"independent":15},[629],{"evidenceId":24,"organization":25,"value":18,"qualifier":26,"claimant":27,"grade":28,"pooled":8},{"useCase":631,"benchmark":644},{"slug":632,"title":633,"shortTitle":634,"definition":635,"status":161,"industries":636,"functions":637,"patterns":638,"audience":173,"autonomy":209,"adoptionStage":175,"evidenceCount":320,"publicEvidenceCount":320,"organizations":639,"bestGrade":71,"headline":643,"lastVerified":187,"indexable":8},"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.",[258,292,385],[165,167],[207,169,370],[640,641,82,642],"GroupeActive","Industrialized Construction Group","Verdantas",{"kpi":274,"label":275,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":510,"qualifier":46,"claimant":70,"organization":641,"vendorReported":8},{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":83,"min":83,"max":83,"byClaimant":645,"vendorOnly":8,"points":646},{"organization":15,"vendor":184,"regulator":15,"independent":15},[647],{"evidenceId":81,"organization":82,"value":83,"qualifier":46,"claimant":70,"grade":71,"pooled":8},{"useCase":649,"benchmark":664},{"slug":650,"title":651,"shortTitle":652,"definition":653,"status":161,"industries":654,"functions":655,"patterns":656,"audience":173,"autonomy":174,"adoptionStage":175,"evidenceCount":239,"publicEvidenceCount":239,"organizations":658,"bestGrade":28,"headline":216,"lastVerified":187,"indexable":8},"inspection-prioritization","AI for risk based inspection prioritization in food safety, workplace and environmental regulation","Inspection prioritization","Models that predict which premises, operators or activities are most likely to be non compliant, so that inspectors in food safety, workplace safety, environmental and other regulation spend their visits where the risk is highest, ideally with inspectors choosing the visits and random inspections testing the model.",[202],[368,205,543],[234,657],"anomaly-detection",[659,142,660,661,662,663],"Care Quality Commission","U.S. Environmental Protection Agency, Office of Enforcement and Compliance Assurance","Food Standards Agency","Nederlandse Arbeidsinspectie","Nederlandse Voedsel- en Warenautoriteit (NVWA)",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":143,"min":143,"max":143,"byClaimant":665,"vendorOnly":9,"points":666},{"organization":184,"vendor":15,"regulator":15,"independent":15},[667],{"evidenceId":141,"organization":142,"value":143,"qualifier":33,"claimant":27,"grade":28,"pooled":8},{"useCase":669,"benchmark":680},{"slug":670,"title":671,"shortTitle":672,"definition":673,"status":161,"industries":674,"functions":675,"patterns":677,"audience":266,"autonomy":174,"adoptionStage":175,"evidenceCount":177,"publicEvidenceCount":177,"organizations":678,"bestGrade":28,"headline":216,"lastVerified":187,"indexable":8},"tax-compliance-risk-scoring","AI for tax compliance risk scoring and audit selection","Tax compliance risk scoring","Models that score tax returns, taxpayers and transactions for the risk of error, underreporting or fraud, so that a tax administration spends its audit and compliance capacity where the risk is highest, with an officer deciding every compliance action and the selection itself monitored for fairness.",[202],[368,205,676],"fraud-prevention",[234,657],[679,96,269],"Belastingdienst",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":97,"min":97,"max":97,"byClaimant":681,"vendorOnly":9,"points":682},{"organization":184,"vendor":15,"regulator":15,"independent":15},[683],{"evidenceId":95,"organization":96,"value":97,"qualifier":33,"claimant":27,"grade":28,"pooled":8},{"useCase":685,"benchmark":698},{"slug":686,"title":687,"shortTitle":688,"definition":689,"status":161,"industries":690,"functions":691,"patterns":693,"audience":173,"autonomy":174,"adoptionStage":175,"evidenceCount":320,"publicEvidenceCount":320,"organizations":694,"bestGrade":28,"headline":216,"lastVerified":187,"indexable":8},"internal-talent-marketplace-matching","AI internal talent marketplace for matching employees to projects, roles and mentors","Internal talent marketplace","An internal platform that uses AI to infer employees' skills and interests and recommend short term projects, open roles, mentors and learning to them, while showing managers which employees fit an opportunity, so that work is staffed from inside before hiring or contracting externally.",[258,293,477,202],[692],"human-resources",[172,234],[695,696,112,697],"Federal Bureau of Prisons","Mastercard","Unilever",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":113,"min":113,"max":113,"byClaimant":699,"vendorOnly":8,"points":700},{"organization":15,"vendor":184,"regulator":15,"independent":15},[701],{"evidenceId":111,"organization":112,"value":113,"qualifier":26,"claimant":70,"grade":71,"pooled":8},{"useCase":703,"benchmark":717},{"slug":704,"title":705,"shortTitle":706,"definition":707,"status":161,"industries":708,"functions":709,"patterns":710,"audience":173,"autonomy":209,"adoptionStage":175,"evidenceCount":320,"publicEvidenceCount":320,"organizations":711,"bestGrade":28,"headline":715,"lastVerified":187,"indexable":8},"legal-research-and-drafting-assistant","AI legal research and drafting assistant for lawyers","Legal research and drafting","A generative AI assistant for lawyers in firms, legal departments and public bodies that finds and summarises case law, legislation and internal know how, answers legal questions with citations and drafts first versions of memos, briefings, letters and filings, which a lawyer verifies and signs off.",[292,258,202],[501,167],[169,207,208,370],[104,712,713,714],"Ashurst Perkins Coie","U.S. Department of Justice","U.S. Securities and Exchange Commission",{"kpi":508,"label":509,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":716,"qualifier":33,"claimant":27,"organization":712,"vendorReported":9},45,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":105,"min":105,"max":105,"byClaimant":718,"vendorOnly":9,"points":719},{"organization":184,"vendor":15,"regulator":15,"independent":15},[720],{"evidenceId":103,"organization":104,"value":105,"qualifier":33,"claimant":27,"grade":28,"pooled":8},{"useCase":722,"benchmark":736},{"slug":723,"title":724,"shortTitle":725,"definition":726,"status":161,"industries":727,"functions":729,"patterns":730,"audience":173,"autonomy":209,"adoptionStage":175,"evidenceCount":177,"publicEvidenceCount":177,"organizations":731,"bestGrade":71,"headline":734,"lastVerified":187,"indexable":8},"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.",[258,293,728,291],"energy-and-utilities",[165,544],[370,235,317],[732,146,733],"DeAcero","The ODP Corporation",{"kpi":415,"label":416,"unit":183,"n":184,"nUpTo":15,"kind":185,"value":735,"qualifier":46,"claimant":70,"organization":146,"vendorReported":8},87.5,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":143,"min":143,"max":143,"byClaimant":737,"vendorOnly":8,"points":738},{"organization":15,"vendor":184,"regulator":15,"independent":15},[739],{"evidenceId":145,"organization":146,"value":143,"qualifier":46,"claimant":70,"grade":71,"pooled":8},{"useCase":741,"benchmark":757},{"slug":742,"title":743,"shortTitle":744,"definition":745,"status":161,"industries":746,"functions":747,"patterns":748,"audience":173,"autonomy":209,"adoptionStage":175,"evidenceCount":320,"publicEvidenceCount":320,"organizations":749,"bestGrade":71,"headline":753,"lastVerified":187,"indexable":8},"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.",[258,163,293,260],[165],[410,208,207],[750,751,752,139],"Hughes Network Systems","Lumen Technologies","Sandvik Coromant",{"kpi":754,"label":755,"unit":756,"n":184,"nUpTo":184,"kind":185,"value":177,"qualifier":46,"claimant":27,"organization":752,"vendorReported":9},"time-saved-per-task","Time saved per task","minutes",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":136,"min":136,"max":136,"byClaimant":758,"vendorOnly":8,"points":759},{"organization":15,"vendor":184,"regulator":15,"independent":15},[760],{"evidenceId":138,"organization":139,"value":136,"qualifier":46,"claimant":70,"grade":71,"pooled":8},{"useCase":762,"benchmark":774},{"slug":763,"title":764,"shortTitle":765,"definition":766,"status":161,"industries":767,"functions":768,"patterns":769,"audience":236,"autonomy":343,"adoptionStage":319,"segment":770,"evidenceCount":211,"publicEvidenceCount":211,"organizations":771,"bestGrade":28,"headline":216,"lastVerified":277,"indexable":8},"spam-and-scam-call-blocking","AI spam and scam call blocking for mobile and landline subscribers","Spam and scam call blocking","AI in the operator's network that protects subscribers from unwanted calls: it analyses incoming calls in real time, blocks known fraudulent calls, and labels suspected scam, spam and spoofed calls on the customer's screen before they answer, so subscribers can decide whether to pick up. Fraud against the operator itself, such as SIM swap or revenue share fraud, is a separate use case.",[163],[676,166],[657,318,234],"customer-protection",[772,44,773,584],"Bell Canada","Telstra",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":45,"min":45,"max":45,"byClaimant":775,"vendorOnly":9,"points":776},{"organization":184,"vendor":15,"regulator":15,"independent":15},[777],{"evidenceId":43,"organization":44,"value":45,"qualifier":46,"claimant":27,"grade":28,"pooled":8},{"useCase":779,"benchmark":793},{"slug":780,"title":781,"shortTitle":782,"definition":783,"status":161,"industries":784,"functions":785,"patterns":786,"audience":173,"autonomy":209,"adoptionStage":175,"segment":176,"evidenceCount":320,"publicEvidenceCount":320,"organizations":787,"bestGrade":28,"headline":791,"lastVerified":187,"indexable":8},"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.",[499,498,230],[263,165,167],[208,169,207,296],[788,100,789,790],"Citi","Morgan Stanley","UBS",{"kpi":754,"label":755,"unit":756,"n":15,"nUpTo":184,"kind":185,"value":792,"qualifier":511,"claimant":27,"organization":100,"vendorReported":9},120,{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":101,"min":101,"max":101,"byClaimant":794,"vendorOnly":9,"points":795},{"organization":184,"vendor":15,"regulator":15,"independent":15},[796],{"evidenceId":99,"organization":100,"value":101,"qualifier":33,"claimant":27,"grade":71,"pooled":8},{"useCase":798,"benchmark":811},{"slug":799,"title":800,"shortTitle":801,"definition":802,"status":161,"industries":803,"functions":805,"patterns":806,"audience":173,"autonomy":174,"adoptionStage":175,"evidenceCount":177,"publicEvidenceCount":177,"organizations":808,"bestGrade":28,"headline":216,"lastVerified":187,"indexable":8},"governed-text-to-sql-analytics","Governed text to SQL analytics assistant","Governed SQL analytics","An assistant that turns a business user's plain language question into a query against governed data, runs it under that user's own data permissions and returns the table or chart together with the SQL and the tables used, so routine ad hoc questions no longer queue for the data team.",[258,230,260,291,385,804],"pharma-and-life-sciences",[263,262],[171,807,169],"code-generation",[809,810,135],"Bayer","LinkedIn",{"kpi":5,"label":6,"unit":7,"aggregate":9,"higherIsBetter":8,"n":184,"nUpTo":15,"median":136,"min":136,"max":136,"byClaimant":812,"vendorOnly":9,"points":813},{"organization":184,"vendor":15,"regulator":15,"independent":15},[814],{"evidenceId":134,"organization":135,"value":136,"qualifier":33,"claimant":27,"grade":28,"pooled":8},[816,817,818,821,822,825,826,827,828,829,832,833,834,837,838,841,842,843,844,845,848,851,854,855,856,857,858,859,860,861,862,863,864,865,868,871,872,873,874,875,878,881,884,887,890,893],{"slug":360,"title":361},{"slug":380,"title":381},{"slug":819,"title":820},"agentic-payment-initiation","AI agent for payment initiation within a customer mandate",{"slug":403,"title":404},{"slug":823,"title":824},"publisher-archive-answer-engine","AI answer engine for readers built on a publisher's own journalism",{"slug":424,"title":425},{"slug":447,"title":448},{"slug":472,"title":473},{"slug":493,"title":494},{"slug":830,"title":831},"goal-based-financial-planning-assistant","AI assistant for goal based financial planning",{"slug":518,"title":519},{"slug":537,"title":538},{"slug":835,"title":836},"student-enrollment-and-services-assistant","AI assistant for student enrollment and student services",{"slug":553,"title":554},{"slug":839,"title":840},"order-to-activation-and-esim-onboarding-assistant","AI assistant for telecom order to activation and eSIM onboarding",{"slug":570,"title":571},{"slug":157,"title":158},{"slug":593,"title":594},{"slug":614,"title":615},{"slug":846,"title":847},"developer-coding-assistant","AI coding assistant for software developers",{"slug":849,"title":850},"client-briefing-and-call-report-copilot","AI copilot for corporate client briefings and call reports",{"slug":852,"title":853},"alternative-data-credit-scoring","AI credit scoring with alternative data for thin file applicants",{"slug":197,"title":198},{"slug":225,"title":226},{"slug":632,"title":633},{"slug":650,"title":651},{"slug":253,"title":254},{"slug":670,"title":671},{"slug":686,"title":687},{"slug":704,"title":705},{"slug":286,"title":287},{"slug":309,"title":310},{"slug":723,"title":724},{"slug":866,"title":867},"content-recommendation-and-personalization","AI recommendation and personalization engine for streaming and media",{"slug":869,"title":870},"conversation-roleplay-training","AI roleplay training for customer conversations",{"slug":742,"title":743},{"slug":336,"title":337},{"slug":763,"title":764},{"slug":780,"title":781},{"slug":876,"title":877},"public-service-translation","AI translation and interpretation for multilingual 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