[{"data":1,"prerenderedAt":201},["ShallowReactive",2],{"uc-hub-industry-real-estate":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":20,"benchmarks":137,"topIndustries":138,"topFunctions":139,"topPatterns":153,"stageMix":168,"regionMix":179,"organizations":186,"other":187},"industry","Industry",{"id":7,"label":8,"description":9},"real-estate","Real estate","Property managers, developers, brokers and housing associations: tenant service, leasing and property operations.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":14,"countries":16,"outcomeDisclosureRate":17,"gradeMix":18},6,8,0,3,88,{"A":15,"B":16,"C":19,"D":15},5,[21,47,66,91,105,120],{"slug":22,"title":23,"shortTitle":24,"definition":25,"status":26,"industries":27,"functions":28,"patterns":32,"audience":37,"autonomy":38,"adoptionStage":39,"evidenceCount":16,"publicEvidenceCount":16,"organizations":40,"bestGrade":44,"headline":45,"lastVerified":46,"indexable":11},"apartment-leasing-and-resident-service-agent","AI agent for apartment leasing inquiries and resident service","Leasing and resident service agent","An AI agent that answers rental prospects and residents by chat, text, email and phone for a property manager: it answers questions about apartments and policies, books tours, takes maintenance requests, sends renewal and payment reminders, and hands anything that needs judgment to leasing or service staff.","published",[7],[29,30,31],"customer-service","sales","operations",[33,34,35,36],"conversational-agent","voice-agent","agentic-workflow","rag-knowledge-assistant","customer-facing","supervised-agent","early-adopters",[41,42,43],"Asset Living","AvalonBay Communities","Equity Residential","B",null,"2026-09-27",{"slug":48,"title":49,"shortTitle":50,"definition":51,"status":26,"industries":52,"functions":57,"patterns":58,"audience":37,"autonomy":59,"adoptionStage":39,"evidenceCount":60,"publicEvidenceCount":60,"organizations":61,"bestGrade":44,"headline":45,"lastVerified":46,"indexable":11},"branch-and-appointment-booking-agent","AI agent for branch finding and appointment booking","Branch and appointment booking","A conversational agent that finds the nearest suitable location, checks opening hours and which services it offers, books an in person or video appointment with the right specialist, and records the reason for the visit so staff are prepared. In banking it answers \"where is my nearest branch\" and books the mortgage or business banker; the same job exists in retail, healthcare and property.",[53,54,55,56,7],"cross-industry","banking","retail-and-ecommerce","healthcare",[29,30],[33,35,36,34],"autonomous",4,[62,63,64,65],"Bank of America","Best Buy","Hemominas","MOGUL.sg",{"slug":67,"title":68,"shortTitle":69,"definition":70,"status":26,"industries":71,"functions":72,"patterns":73,"audience":75,"autonomy":59,"adoptionStage":39,"segment":76,"evidenceCount":77,"publicEvidenceCount":77,"organizations":78,"bestGrade":81,"headline":82,"lastVerified":90,"indexable":11},"building-energy-optimization","AI for building HVAC and energy optimization","Building energy optimization","AI that continuously predicts a building's heating, cooling and ventilation needs and adjusts setpoints, equipment sequencing and start times in real time through the existing building management system, instead of following fixed schedules, so the building uses less energy without a person retuning it by hand.",[7,53],[31],[74],"prediction-and-scoring","back-office","hvac-optimization",2,[79,80],"Cammeby's International","Loyola University Chicago","C",{"kpi":83,"label":84,"unit":85,"n":77,"nUpTo":15,"kind":86,"value":87,"qualifier":88,"claimant":89,"organization":79,"vendorReported":11},"energy-savings","Energy savings","percent","reported",15.8,"exact","vendor","2026-09-28",{"slug":92,"title":93,"shortTitle":94,"definition":95,"status":26,"industries":96,"functions":97,"patterns":99,"audience":37,"autonomy":38,"adoptionStage":39,"segment":100,"evidenceCount":16,"publicEvidenceCount":16,"organizations":101,"bestGrade":81,"headline":45,"lastVerified":46,"indexable":11},"home-loan-assistant-and-prequalification","AI home loan assistant with pre qualification","Home loan assistant","A customer facing assistant that answers home loan questions (rates, loan to value, fees, the documents needed), runs indicative affordability and borrowing estimates from the bank's published rules, and books the customer with a mortgage specialist, grounded in the bank's current, versioned product and policy documents.",[54,7],[98,30,29],"lending-and-credit",[36,33,34],"front-office",[102,103,104],"Figure","Loft","Safe Rate",{"slug":106,"title":107,"shortTitle":108,"definition":109,"status":26,"industries":110,"functions":111,"patterns":113,"audience":115,"autonomy":38,"adoptionStage":39,"segment":116,"evidenceCount":77,"publicEvidenceCount":77,"organizations":117,"bestGrade":81,"headline":45,"lastVerified":90,"indexable":11},"lease-abstraction","AI lease abstraction for commercial real estate","Lease abstraction","AI that reads a commercial lease, amendment or letter of intent and extracts the key terms, such as parties, dates, rent, escalations, options and renewal notices, into structured data, so a property owner, occupier or brokerage does not retype every clause by hand into its lease administration and portfolio systems.",[7],[31,112],"legal",[114,35,36],"document-processing","employee-facing","lease-administration",[118,119],"Cushman & Wakefield","JLL (Jones Lang LaSalle)",{"slug":121,"title":122,"shortTitle":123,"definition":124,"status":26,"industries":125,"functions":127,"patterns":129,"audience":115,"autonomy":38,"adoptionStage":131,"segment":132,"evidenceCount":16,"publicEvidenceCount":16,"organizations":133,"bestGrade":44,"headline":45,"lastVerified":90,"indexable":11},"property-valuation-support","AI support for property valuation and appraisal","Property valuation support","AI, most often an automated valuation model, that estimates a property's market value from comparable sales, property characteristics and location data, and either offers to replace a full appraisal within set limits or gives a professional valuer a first pass estimate, the closest comparable sales and a reliability score, so the valuer's time goes to the properties that need a person's judgment.",[7,54,126],"government",[98,128,31],"case-management",[74,130],"classification-and-routing","mainstream","lending",[134,135,136],"Fannie Mae","Riverside County Assessor-County Clerk-Recorder","Valuation Office Agency",[],[],[140,142,144,146,148,151],{"id":31,"label":141,"count":60},"Operations",{"id":29,"label":143,"count":16},"Customer service",{"id":30,"label":145,"count":16},"Sales",{"id":98,"label":147,"count":77},"Lending and credit",{"id":128,"label":149,"count":150},"Case management",1,{"id":112,"label":152,"count":150},"Legal",[154,156,158,160,162,164,166],{"id":36,"label":155,"count":60},"RAG knowledge assistant",{"id":35,"label":157,"count":16},"Agentic workflow",{"id":33,"label":159,"count":16},"Conversational agent",{"id":34,"label":161,"count":16},"Voice agent",{"id":74,"label":163,"count":77},"Prediction and scoring",{"id":130,"label":165,"count":150},"Classification and routing",{"id":114,"label":167,"count":150},"Document processing",[169,171,173,175,177],{"stage":170,"count":15},"announced",{"stage":172,"count":15},"pilot",{"stage":174,"count":19},"production",{"stage":176,"count":16},"scaled",{"stage":178,"count":15},"paused",[180,182,184],{"region":181,"count":13},"north-america",{"region":183,"count":150},"latin-america",{"region":185,"count":150},"asia-pacific",[41,42,79,118,43,119,103,65],{"records":188,"organizations":188,"byIndustry":189},9,[190,192,194,196,198],{"id":54,"label":191,"count":60,"hub":11},"Banking",{"id":126,"label":193,"count":77,"hub":11},"Government and public sector",{"id":56,"label":195,"count":150,"hub":11},"Healthcare",{"id":55,"label":197,"count":150,"hub":11},"Retail and ecommerce",{"id":199,"label":200,"count":150,"hub":11},"education","Education",1790598311363]