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lead qualification and meeting booking","Inbound lead qualification","An AI agent that engages inbound prospects the moment they arrive on the website, chat, messaging or the sales phone line, answers their first questions, qualifies them against the organization's criteria, and books a meeting or hands a ready conversation to the right salesperson, with the context written into the CRM.",[28,67,7,29],"technology",[69,70],"sales","marketing",[39,38,41,40],[73,74,75,76],"8x8","CarMax","Rocket Mortgage","SUSE",{"kpi":78,"label":79,"unit":55,"n":80,"nUpTo":15,"kind":56,"value":81,"qualifier":58,"claimant":59,"organization":73,"vendorReported":11},"conversion-rate-uplift","Conversion 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retire.",[88,7],"manufacturing",[90,91],"operations","knowledge-management",[93,39,94,95],"rag-knowledge-assistant","summarization","translation","employee-facing","assist","production",[100,101,102],"BMW Group","Georgia-Pacific","Textron Aviation","B",{"kpi":105,"label":106,"unit":107,"n":15,"nUpTo":80,"kind":56,"value":108,"qualifier":109,"claimant":59,"organization":102,"vendorReported":11},"time-saved-per-task","Time saved per task","minutes",18,"up-to",{"slug":111,"title":112,"shortTitle":113,"definition":114,"status":26,"industries":115,"functions":117,"patterns":120,"audience":123,"autonomy":43,"adoptionStage":124,"evidenceCount":125,"publicEvidenceCount":126,"organizations":127,"bestGrade":103,"headline":133,"lastVerified":60,"indexable":11},"intelligent-document-processing","AI document intelligence for unstructured forms and documents","Intelligent document processing","AI that takes documents in any format, such as scanned forms, PDFs, photos, emails and handwritten notes, splits and classifies them, extracts the required fields with a confidence score, validates them against business rules and source systems, and sends only the uncertain cases to a person before the data enters the downstream process.",[28,116,7,88],"government",[90,118,119],"case-management","finance-and-accounting",[121,122,41],"document-processing","computer-vision","back-office","mainstream",7,5,[128,129,130,131,132],"Ancine","Pupuk Indonesia","U.S. Immigration and Customs Enforcement","U.S. Citizenship and Immigration Services","Volvo Group",{"kpi":134,"label":135,"unit":55,"n":80,"nUpTo":15,"kind":56,"value":136,"qualifier":137,"claimant":59,"organization":128,"vendorReported":11},"accuracy","Accuracy",90,"at-least",{"slug":139,"title":140,"shortTitle":141,"definition":142,"status":26,"industries":143,"functions":145,"patterns":147,"audience":96,"autonomy":149,"adoptionStage":44,"evidenceCount":19,"publicEvidenceCount":126,"organizations":150,"bestGrade":103,"headline":156,"lastVerified":60,"indexable":11},"legacy-code-modernization","AI for legacy code modernization","Legacy code modernization","AI that reads legacy code such as COBOL, PL/I or old Java, explains what each program does, maps its data flows and dependencies, drafts the equivalent modern code or specification, and generates the regression tests needed to prove the new system behaves like the old one.",[28,29,144,7,67],"capital-markets",[146],"it-and-engineering",[148,94,40],"code-generation","copilot",[151,152,153,154,155],"Airbnb","Amazon","Google","Morgan Stanley","Toyota Motor Europe",{"kpi":157,"label":158,"unit":55,"n":80,"nUpTo":15,"kind":56,"value":159,"qualifier":160,"claimant":161,"organization":153,"vendorReported":10},"processing-time-reduction","Cycle time reduction",50,"approximately","organization",{"slug":163,"title":164,"shortTitle":165,"definition":166,"status":26,"industries":167,"functions":168,"patterns":169,"audience":96,"autonomy":149,"adoptionStage":171,"evidenceCount":16,"publicEvidenceCount":16,"organizations":172,"bestGrade":103,"headline":177,"lastVerified":60,"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.",[28,116,7],[91,36,146],[170,94,41],"content-generation","emerging",[173,174,175,176],"Centers for Disease Control and Prevention","Internal Revenue Service","U.S. National Science Foundation","Rivian",null,{"slug":179,"title":180,"shortTitle":181,"definition":182,"status":26,"industries":183,"functions":184,"patterns":185,"audience":96,"autonomy":43,"adoptionStage":44,"segment":98,"evidenceCount":46,"publicEvidenceCount":46,"organizations":188,"bestGrade":103,"headline":191,"lastVerified":60,"indexable":11},"production-line-quality-inspection","AI quality inspection on the production line","Production quality inspection","AI that inspects every unit on a production line, from camera images, sound or machine process data, to find defects, missing parts and wrong variants in real time, and routes the few anomalies it flags to a quality inspector instead of relying on manual sampling at the end of the line.",[88,7],[90],[122,186,187,40],"anomaly-detection","synthetic-data-generation",[189,100,190],"Audi","Pegatron",{"kpi":53,"label":54,"unit":55,"n":80,"nUpTo":15,"kind":56,"value":125,"qualifier":58,"claimant":59,"organization":190,"vendorReported":11},{"slug":193,"title":194,"shortTitle":195,"definition":196,"status":26,"industries":197,"functions":198,"patterns":200,"audience":42,"autonomy":201,"adoptionStage":44,"segment":202,"evidenceCount":46,"publicEvidenceCount":46,"organizations":203,"bestGrade":103,"headline":177,"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.",[7],[36,199],"product-and-pricing",[38,39,93,40],"autonomous","connected-car",[100,204,205],"Mercedes-Benz Group","Volkswagen",[],[],[209,211,213,215,217,219,221,223],{"id":36,"label":210,"count":46},"Customer service",{"id":90,"label":212,"count":46},"Operations",{"id":146,"label":214,"count":47},"IT and engineering",{"id":91,"label":216,"count":47},"Knowledge management",{"id":118,"label":218,"count":80},"Case management",{"id":35,"label":220,"count":80},"Collections and recovery",{"id":119,"label":222,"count":80},"Finance and accounting",{"id":70,"label":224,"count":80},"Marketing",[226,228,230,232,234,236,238,240],{"id":40,"label":227,"count":126},"Agentic workflow",{"id":41,"label":229,"count":16},"Classification and routing",{"id":39,"label":231,"count":16},"Conversational agent",{"id":94,"label":233,"count":46},"Summarization",{"id":38,"label":235,"count":46},"Voice agent",{"id":122,"label":237,"count":47},"Computer 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