[{"data":1,"prerenderedAt":170},["ShallowReactive",2],{"uc-hub-function-procurement":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":22,"benchmarks":115,"topIndustries":116,"topFunctions":133,"topPatterns":134,"stageMix":149,"regionMix":161,"organizations":169,"other":54},"function","Business function",{"id":7,"label":8,"description":9},"procurement","Procurement","Sourcing, supplier management, purchase to pay and third party risk.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},4,17,2,13,3,18,{"A":20,"B":21,"C":15,"D":20},0,15,[23,56,84,102],{"slug":24,"title":25,"shortTitle":26,"definition":27,"status":28,"industries":29,"functions":35,"patterns":38,"audience":43,"autonomy":44,"adoptionStage":45,"evidenceCount":46,"publicEvidenceCount":47,"organizations":48,"bestGrade":53,"headline":54,"lastVerified":55,"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.","published",[30,31,32,33,34],"cross-industry","banking","government","retail-and-ecommerce","manufacturing",[7,36,37],"legal","finance-and-accounting",[39,40,41,42],"document-processing","rag-knowledge-assistant","content-generation","agentic-workflow","employee-facing","copilot","early-adopters",6,5,[49,50,51,52],"General Services Administration","Administration for Children and Families","Internal Revenue Service","Walmart","B",null,"2026-09-27",{"slug":57,"title":58,"shortTitle":59,"definition":60,"status":28,"industries":61,"functions":63,"patterns":64,"audience":67,"autonomy":68,"adoptionStage":69,"segment":67,"evidenceCount":47,"publicEvidenceCount":13,"organizations":70,"bestGrade":53,"headline":75,"lastVerified":55,"indexable":11},"supplier-invoice-processing","AI for supplier invoice processing in accounts payable","Supplier invoice processing","AI that captures supplier invoices from any format, extracts header and line data, matches them to purchase orders and goods receipts, proposes tax and cost centre coding, flags duplicates and suspected fraud, and routes them for approval and posting, leaving only exceptions to accounts payable staff.",[30,31,32,33,62],"energy-and-utilities",[37,7],[39,42,65,66],"anomaly-detection","classification-and-routing","back-office","supervised-agent","mainstream",[71,72,73,74],"Federal Deposit Insurance Corporation","Kingfisher","U.S. Immigration and Customs Enforcement","Veolia",{"kpi":76,"label":77,"unit":78,"n":79,"nUpTo":79,"kind":80,"value":81,"qualifier":82,"claimant":83,"organization":72,"vendorReported":10},"productivity-gain","Productivity gain","percent",1,"reported",80,"exact","organization",{"slug":85,"title":86,"shortTitle":87,"definition":88,"status":28,"industries":89,"functions":92,"patterns":95,"audience":43,"autonomy":44,"adoptionStage":45,"segment":97,"evidenceCount":13,"publicEvidenceCount":13,"organizations":98,"bestGrade":53,"headline":54,"lastVerified":55,"indexable":11},"vendor-due-diligence","AI for third party and vendor risk due diligence","Vendor due diligence","AI that reviews a vendor's security questionnaires, SOC and assurance reports, contracts and model documentation against the organization's control requirements, researches the vendor's ownership, sanctions, financial health and adverse media, drafts the risk assessment for a human to approve and keeps the register of material service providers current with ongoing monitoring.",[30,31,90,32,91],"insurance","payments",[7,93,94],"risk-management","regulatory-compliance",[39,40,42,96],"summarization","second-line",[99,51,100,101],"U.S. Department of Justice","U.S. Department of Agriculture","U.S. Trade and Development Agency",{"slug":103,"title":104,"shortTitle":105,"definition":106,"status":28,"industries":107,"functions":109,"patterns":111,"audience":67,"autonomy":68,"adoptionStage":45,"evidenceCount":13,"publicEvidenceCount":13,"organizations":112,"bestGrade":53,"headline":54,"lastVerified":55,"indexable":11},"procurement-spend-classification","AI spend classification and spend analytics for procurement","Spend classification","AI that reads purchase orders, invoices, card transactions and contracts and assigns each line of spend to a category in the organization's taxonomy, and to the right supplier, so that procurement can see what is bought, from whom and where to consolidate or negotiate.",[30,32,34,108],"healthcare",[7,37,110],"analytics-and-reporting",[66,39,96],[113,51,100,114],"U.S. General Services Administration","Veterans Health Administration",[],[117,119,121,123,125,127,129,131],{"id":30,"label":118,"count":13},"Cross industry",{"id":32,"label":120,"count":13},"Government and public sector",{"id":31,"label":122,"count":17},"Banking",{"id":34,"label":124,"count":15},"Manufacturing",{"id":33,"label":126,"count":15},"Retail and ecommerce",{"id":62,"label":128,"count":79},"Energy and utilities",{"id":108,"label":130,"count":79},"Healthcare",{"id":90,"label":132,"count":79},"Insurance",[],[135,137,139,141,143,145,147],{"id":39,"label":136,"count":13},"Document processing",{"id":42,"label":138,"count":17},"Agentic workflow",{"id":66,"label":140,"count":15},"Classification and routing",{"id":40,"label":142,"count":15},"RAG knowledge assistant",{"id":96,"label":144,"count":15},"Summarization",{"id":65,"label":146,"count":79},"Anomaly detection",{"id":41,"label":148,"count":79},"Content generation",[150,152,154,157,159],{"stage":151,"count":79},"announced",{"stage":153,"count":15},"pilot",{"stage":155,"count":156},"production",11,{"stage":158,"count":15},"scaled",{"stage":160,"count":79},"paused",[162,165,167],{"region":163,"count":164},"north-america",14,{"region":166,"count":15},"europe",{"region":168,"count":79},"global",[50,71,49,51,72,100,99,113,73,101,74,114,52],1790598325427]