[{"data":1,"prerenderedAt":255},["ShallowReactive",2],{"uc-hub-function-product-and-pricing":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":21,"benchmarks":193,"topIndustries":194,"topFunctions":211,"topPatterns":212,"stageMix":231,"regionMix":243,"organizations":254,"other":78},"function","Business function",{"id":7,"label":8,"description":9},"product-and-pricing","Product and pricing","Designing, pricing and managing products and offers.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":14,"countries":16,"outcomeDisclosureRate":17,"gradeMix":18},8,22,0,9,59,{"A":15,"B":19,"C":20,"D":15},10,12,[22,61,79,96,118,140,156,177],{"slug":23,"title":24,"shortTitle":25,"definition":26,"status":27,"industries":28,"functions":30,"patterns":33,"audience":39,"autonomy":40,"adoptionStage":41,"segment":42,"evidenceCount":43,"publicEvidenceCount":43,"organizations":44,"bestGrade":50,"headline":51,"lastVerified":60,"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.","published",[29],"telecommunications",[31,32,7],"sales","customer-service",[34,35,36,37,38],"conversational-agent","rag-knowledge-assistant","agentic-workflow","recommendation-and-personalization","content-generation","customer-facing","supervised-agent","early-adopters","front-office",5,[45,46,47,48,49],"Lumen Technologies","SoftBank Corp.","Telefónica España","Verizon","Vodafone Business","B",{"kpi":52,"label":53,"unit":54,"n":55,"nUpTo":15,"kind":56,"value":57,"qualifier":58,"claimant":59,"organization":46,"vendorReported":10},"containment-rate","Containment rate","percent",1,"reported",70,"exact","organization","2026-09-27",{"slug":62,"title":63,"shortTitle":64,"definition":65,"status":27,"industries":66,"functions":69,"patterns":70,"audience":71,"autonomy":72,"adoptionStage":73,"segment":42,"evidenceCount":74,"publicEvidenceCount":74,"organizations":75,"bestGrade":50,"headline":78,"lastVerified":60,"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.",[67,68],"wealth-and-asset-management","banking",[31,32,7],[34,38,36],"employee-facing","copilot","emerging",2,[76,77],"CIMB Niaga","Vanguard",null,{"slug":80,"title":81,"shortTitle":82,"definition":83,"status":27,"industries":84,"functions":86,"patterns":89,"audience":71,"autonomy":72,"adoptionStage":73,"segment":92,"evidenceCount":55,"publicEvidenceCount":55,"organizations":93,"bestGrade":50,"headline":78,"lastVerified":95,"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.",[68,67,85],"insurance",[87,88,7],"regulatory-compliance","legal",[35,90,91,38],"document-processing","classification-and-routing","specialized-businesses",[94],"Zoya","2026-09-26",{"slug":97,"title":98,"shortTitle":99,"definition":100,"status":27,"industries":101,"functions":103,"patterns":105,"audience":71,"autonomy":40,"adoptionStage":41,"segment":107,"evidenceCount":74,"publicEvidenceCount":74,"organizations":108,"bestGrade":111,"headline":112,"lastVerified":117,"indexable":11},"hotel-revenue-management-copilot","AI copilot for hotel revenue management","Hotel revenue management copilot","An employee facing AI system that forecasts demand for a hotel or portfolio by date, room type and segment, recommends or automatically adjusts room prices and availability controls within limits a revenue manager sets, and scores group and event enquiries for true profitability, so a small revenue team can run pricing that used to need daily manual adjustment in the property management system.",[102],"travel-and-hospitality",[7,104],"analytics-and-reporting",[106,36],"prediction-and-scoring","revenue-management",[109,110],"Hôtel Swexan","RIMC Hotels & Resorts Group","C",{"kpi":113,"label":114,"unit":54,"n":74,"nUpTo":15,"kind":56,"value":115,"qualifier":58,"claimant":116,"organization":109,"vendorReported":11},"revenue-uplift","Revenue uplift",33,"vendor","2026-09-28",{"slug":119,"title":120,"shortTitle":121,"definition":122,"status":27,"industries":123,"functions":124,"patterns":126,"audience":71,"autonomy":72,"adoptionStage":41,"segment":129,"evidenceCount":43,"publicEvidenceCount":43,"organizations":130,"bestGrade":50,"headline":136,"lastVerified":95,"indexable":11},"insurance-pricing-and-actuarial-copilot","AI copilot for insurance pricing and actuarial analysis","Pricing and actuarial copilot","AI that speeds up the work of pricing and actuarial teams, from automated, transparent risk and demand model building to natural language analysis of rate filings, experience data and reserving diagnostics, while actuaries select the models, sign off the rates and own the professional judgment.",[85],[7,125,104],"risk-management",[106,127,36,128],"code-generation","summarization","pricing",[131,132,133,134,135],"Accelerant Holdings","Europ Assistance","Generali France","Kinsale Capital Group","MAIF",{"kpi":137,"label":138,"unit":139,"n":55,"nUpTo":15,"kind":56,"value":43,"qualifier":58,"claimant":59,"organization":133,"vendorReported":10},"productivity-gain","Productivity gain","multiplier",{"slug":141,"title":142,"shortTitle":143,"definition":144,"status":27,"industries":145,"functions":148,"patterns":151,"audience":153,"autonomy":72,"adoptionStage":73,"segment":153,"evidenceCount":55,"publicEvidenceCount":55,"organizations":154,"bestGrade":50,"headline":78,"lastVerified":117,"indexable":11},"fee-and-interest-leakage-detection","AI for fee and interest leakage detection","Fee and interest leakage","An independent verification layer that recomputes what each fee, FX margin, spread and interest charge should have been under the contract and pricing tables, compares it with what was actually billed, and surfaces overcharges and undercharges account by account for correction, customer remediation and revenue recovery.",[68,146,147],"payments","cross-industry",[149,7,87,150],"finance-and-accounting","operations",[152,36,35],"anomaly-detection","back-office",[155],"State Bank of India",{"slug":157,"title":158,"shortTitle":159,"definition":160,"status":27,"industries":161,"functions":165,"patterns":166,"audience":71,"autonomy":72,"adoptionStage":41,"evidenceCount":168,"publicEvidenceCount":168,"organizations":169,"bestGrade":111,"headline":173,"lastVerified":60,"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.",[147,162,163,164],"manufacturing","energy-and-utilities","retail-and-ecommerce",[31,7],[90,36,167],"computer-vision",3,[170,171,172],"DeAcero","Enpal","The ODP Corporation",{"kpi":174,"label":175,"unit":54,"n":55,"nUpTo":15,"kind":56,"value":176,"qualifier":58,"claimant":116,"organization":171,"vendorReported":11},"handling-time-reduction","Handling time reduction",87.5,{"slug":178,"title":179,"shortTitle":180,"definition":181,"status":27,"industries":182,"functions":184,"patterns":185,"audience":39,"autonomy":187,"adoptionStage":41,"segment":188,"evidenceCount":168,"publicEvidenceCount":168,"organizations":189,"bestGrade":50,"headline":78,"lastVerified":60,"indexable":11},"in-car-ai-voice-assistant","Generative AI voice assistant in the car","In car voice assistant","A voice assistant built into the vehicle that uses a large language model to hold a natural conversation with the driver and passengers, controls comfort, navigation and media functions, answers questions about the car and the world, and keeps the vehicle's own commands and data under the car maker's control.",[183],"automotive",[32,7],[186,34,35,36],"voice-agent","autonomous","connected-car",[190,191,192],"BMW Group","Mercedes-Benz Group","Volkswagen",[],[195,197,199,201,203,205,207,209],{"id":68,"label":196,"count":168},"Banking",{"id":147,"label":198,"count":74},"Cross industry",{"id":85,"label":200,"count":74},"Insurance",{"id":67,"label":202,"count":74},"Wealth and asset management",{"id":183,"label":204,"count":55},"Automotive",{"id":163,"label":206,"count":55},"Energy and utilities",{"id":162,"label":208,"count":55},"Manufacturing",{"id":146,"label":210,"count":55},"Payments and cards",[],[213,216,219,221,223,225,227,229],{"id":36,"label":214,"count":215},"Agentic workflow",7,{"id":35,"label":217,"count":218},"RAG knowledge assistant",4,{"id":38,"label":220,"count":168},"Content generation",{"id":34,"label":222,"count":168},"Conversational agent",{"id":90,"label":224,"count":74},"Document processing",{"id":106,"label":226,"count":74},"Prediction and scoring",{"id":152,"label":228,"count":55},"Anomaly detection",{"id":91,"label":230,"count":55},"Classification and routing",[232,234,236,239,241],{"stage":233,"count":15},"announced",{"stage":235,"count":15},"pilot",{"stage":237,"count":238},"production",17,{"stage":240,"count":43},"scaled",{"stage":242,"count":15},"paused",[244,246,248,250,252],{"region":245,"count":19},"europe",{"region":247,"count":215},"north-america",{"region":249,"count":168},"asia-pacific",{"region":251,"count":55},"global",{"region":253,"count":55},"latin-america",[131,190,76,170,171,132,133,109,134,45,135,191,110,46,155,47,172,77,48,49,192,94],1790598325200]