[{"data":1,"prerenderedAt":552},["ShallowReactive",2],{"uc-hub-industry-technology":3},{"type":4,"typeLabel":5,"term":6,"includeUnpublished":10,"indexable":11,"stats":12,"useCases":23,"benchmarks":431,"topIndustries":462,"topFunctions":463,"topPatterns":481,"stageMix":500,"regionMix":511,"organizations":523,"other":524},"industry","Industry",{"id":7,"label":8,"description":9},"technology","Technology and software","Software and technology companies using AI for support, sales, engineering and internal operations.",false,true,{"useCases":13,"publicDeployments":14,"blitsAiDeployments":15,"organizations":16,"countries":17,"outcomeDisclosureRate":18,"gradeMix":19},22,40,1,34,8,95,{"A":20,"B":21,"C":22,"D":20},0,13,27,[24,54,76,94,120,145,166,185,207,221,240,259,277,292,310,324,343,354,369,384,402,415],{"slug":25,"title":26,"shortTitle":27,"definition":28,"status":29,"industries":30,"functions":32,"patterns":34,"audience":38,"autonomy":39,"adoptionStage":40,"evidenceCount":41,"publicEvidenceCount":41,"organizations":42,"bestGrade":45,"headline":46,"lastVerified":53,"indexable":11},"cloud-cost-optimization-agent","AI agent for cloud cost optimization and FinOps","Cloud cost optimization agent","An AI agent that continuously reads an organization's cloud usage and billing data, uses machine learning to separate normal spend from waste, and either rightsizes resources and buys a mix of committed capacity matched to forecast usage on its own within set limits, or proposes higher risk changes for an engineer to approve.","published",[31,7],"cross-industry",[33],"it-and-engineering",[35,36,37],"anomaly-detection","prediction-and-scoring","agentic-workflow","employee-facing","supervised-agent","early-adopters",2,[43,44],"Akamai Technologies","VERMEG","C",{"kpi":47,"label":48,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":14,"qualifier":51,"claimant":52,"organization":43,"vendorReported":10},"cost-reduction","Cost reduction","percent","reported","at-least","organization","2026-09-28",{"slug":55,"title":56,"shortTitle":57,"definition":58,"status":29,"industries":59,"functions":61,"patterns":63,"audience":38,"autonomy":66,"adoptionStage":40,"evidenceCount":41,"publicEvidenceCount":41,"organizations":67,"bestGrade":45,"headline":70,"lastVerified":53,"indexable":11},"data-quality-monitoring-agent","AI agent for data quality monitoring and observability","Data quality monitoring agent","An AI agent that watches data pipelines and tables continuously, uses machine learning to learn the normal pattern of freshness, volume, schema and distribution for each one, flags anomalies before they reach a dashboard or a downstream model, and traces the lineage back to the change that caused them so an engineer can fix the source, not just the symptom.",[31,7,60],"retail-and-ecommerce",[33,62],"analytics-and-reporting",[35,64,65],"classification-and-routing","summarization","assist",[68,69],"Contentsquare","SeatGeek",{"kpi":71,"label":72,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":73,"qualifier":74,"claimant":75,"organization":69,"vendorReported":11},"productivity-gain","Productivity gain",50,"exact","vendor",{"slug":77,"title":78,"shortTitle":79,"definition":80,"status":29,"industries":81,"functions":82,"patterns":84,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":41,"publicEvidenceCount":41,"organizations":87,"bestGrade":45,"headline":90,"lastVerified":53,"indexable":11},"performance-review-drafting-agent","AI agent for drafting employee performance reviews","Performance review drafting","An assistant that gathers an employee's work history, goals and peer feedback from the systems a manager already uses, and drafts a first version of the performance review for the manager to edit, rewrite or reject, so the manager starts from a grounded summary instead of a blank form and a stack of six months of context to recall from memory.",[31,7],[83],"human-resources",[85,65,37],"content-generation","copilot",[88,89],"Case Status","Rho",{"kpi":91,"label":92,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":93,"qualifier":74,"claimant":75,"organization":88,"vendorReported":11},"processing-time-reduction","Cycle time reduction",84,{"slug":95,"title":96,"shortTitle":97,"definition":98,"status":29,"industries":99,"functions":102,"patterns":105,"audience":108,"autonomy":39,"adoptionStage":40,"evidenceCount":109,"publicEvidenceCount":109,"organizations":110,"bestGrade":45,"headline":115,"lastVerified":119,"indexable":11},"inbound-lead-qualification-agent","AI agent for inbound 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.",[31,7,100,101],"automotive","banking",[103,104],"sales","marketing",[106,107,64,37],"conversational-agent","voice-agent","customer-facing",4,[111,112,113,114],"8x8","CarMax","Rocket Mortgage","SUSE",{"kpi":116,"label":117,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":118,"qualifier":74,"claimant":75,"organization":111,"vendorReported":11},"conversion-rate-uplift","Conversion uplift",19,"2026-09-27",{"slug":121,"title":122,"shortTitle":123,"definition":124,"status":29,"industries":125,"functions":127,"patterns":129,"audience":38,"autonomy":39,"adoptionStage":131,"evidenceCount":17,"publicEvidenceCount":132,"organizations":133,"bestGrade":140,"headline":141,"lastVerified":119,"indexable":11},"it-service-desk-resolution-agent","AI agent for IT service desk resolution","IT service desk resolution","An AI agent in Microsoft Teams, Slack or the intranet that takes the high volume IT support queue, such as password and MFA resets, account unlocks, VPN, device and software requests, and resolves common requests by acting in the identity and IT service management systems, handing the rest to the right resolver group with the context attached.",[31,101,7,60,126],"healthcare",[33,128],"operations",[106,37,130,64],"rag-knowledge-assistant","mainstream",6,[134,135,136,137,138,139],"7-Eleven Vietnam","Bank of America","Equinix","IBM","Mercari US","Vituity","B",{"kpi":142,"label":143,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":144,"qualifier":74,"claimant":75,"organization":138,"vendorReported":11},"employee-adoption","Employee adoption",94,{"slug":146,"title":147,"shortTitle":148,"definition":149,"status":29,"industries":150,"functions":152,"patterns":153,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":155,"publicEvidenceCount":156,"organizations":157,"bestGrade":45,"headline":165,"lastVerified":119,"indexable":11},"outbound-sales-prospecting-agent","AI agent for outbound sales prospecting and personalized outreach","Outbound sales prospecting","An AI agent that researches target accounts and contacts, drafts personalized outbound outreach (emails, LinkedIn messages and call scripts) from the campaign, the prospect's context and the sales goals, and sequences the follow ups, with a sales development rep approving or sending every message.",[31,7,151],"professional-services",[103,104],[85,37,154,36],"recommendation-and-personalization",9,7,[158,159,160,161,162,163,164],"A-LIGN","ANS","Dun & Bradstreet","Lumen Technologies","Merge","Oyster","Unifonic",null,{"slug":167,"title":168,"shortTitle":169,"definition":170,"status":29,"industries":171,"functions":173,"patterns":175,"audience":177,"autonomy":39,"adoptionStage":40,"segment":177,"evidenceCount":41,"publicEvidenceCount":41,"organizations":178,"bestGrade":45,"headline":181,"lastVerified":53,"indexable":11},"travel-and-expense-audit-agent","AI agent for travel and expense report audit","Travel and expense audit","An AI agent that checks every travel and expense report line against policy, receipts and prior submissions instead of a small manual sample, flags duplicates, altered receipts and policy violations with the evidence attached, and auto approves the clean majority so auditors spend their time on the reports that are genuinely risky.",[31,172,7],"pharma-and-life-sciences",[174],"finance-and-accounting",[176,35,64,37],"document-processing","back-office",[179,180],"Databricks","Takeda",{"kpi":182,"label":183,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":184,"qualifier":74,"claimant":75,"organization":179,"vendorReported":11},"automation-rate","Automation rate",72,{"slug":186,"title":187,"shortTitle":188,"definition":189,"status":29,"industries":190,"functions":192,"patterns":195,"audience":108,"autonomy":66,"adoptionStage":40,"segment":197,"evidenceCount":109,"publicEvidenceCount":109,"organizations":198,"bestGrade":140,"headline":203,"lastVerified":119,"indexable":11},"developer-api-integration-assistant","AI assistant for developers integrating a company's APIs","API integration assistant","An AI assistant on a developer portal and in its documentation that answers integration questions, recommends the right endpoints, helps debug connections and generates sample calls, grounded in the API catalogue, reference docs and test material, so clients and partners integrate faster with fewer support tickets.",[31,101,191,7],"payments",[33,193,194],"customer-service","onboarding-and-kyc",[130,106,196],"code-generation","specialized-businesses",[199,200,201,202],"CircleCI","Mapbox","monday.com","U.S. Bank",{"kpi":204,"label":205,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":206,"qualifier":74,"claimant":52,"organization":200,"vendorReported":10},"contact-deflection","Contact deflection",30,{"slug":208,"title":209,"shortTitle":210,"definition":211,"status":29,"industries":212,"functions":213,"patterns":215,"audience":38,"autonomy":39,"adoptionStage":40,"evidenceCount":216,"publicEvidenceCount":109,"organizations":217,"bestGrade":140,"headline":219,"lastVerified":119,"indexable":11},"hr-and-policy-assistant","AI assistant for HR and policy questions","HR and policy assistant","An employee self service assistant that answers questions on leave, pay and tax forms, benefits, expenses, travel and conduct policies from the organization's own HR documents, personalized to the employee's country and role, and starts simple HR transactions such as leave requests or employment letters in the HR system.",[31,101,7,126],[83,214],"knowledge-management",[130,106,37],5,[135,137,218,139],"Turing",{"kpi":142,"label":143,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":220,"qualifier":74,"claimant":52,"organization":137,"vendorReported":10},99,{"slug":222,"title":223,"shortTitle":224,"definition":225,"status":29,"industries":226,"functions":228,"patterns":229,"audience":38,"autonomy":86,"adoptionStage":131,"evidenceCount":132,"publicEvidenceCount":132,"organizations":230,"bestGrade":140,"headline":236,"lastVerified":119,"indexable":11},"developer-coding-assistant","AI coding assistant for software developers","Developer coding assistant","An AI assistant in the developer's IDE and code review flow that completes and generates code, explains unfamiliar modules, drafts unit tests and reviews pull requests for common defects, while generated code goes through the same review, testing and change controls as any other code.",[31,101,227,7,151],"capital-markets",[33],[196],[231,232,135,233,234,235],"Accenture","ANZ","Citi","CME Group","Meta",{"kpi":71,"label":72,"unit":49,"n":237,"nUpTo":20,"kind":238,"value":239,"qualifier":74,"claimant":165,"organization":165,"vendorReported":10},3,"median",20,{"slug":241,"title":242,"shortTitle":243,"definition":244,"status":29,"industries":245,"functions":248,"patterns":249,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":216,"publicEvidenceCount":216,"organizations":251,"bestGrade":140,"headline":257,"lastVerified":119,"indexable":11},"training-content-generation","AI for creating employee training and eLearning content","Training content creation","Generative AI that helps learning and development teams turn source material such as procedures, product documentation and policies into training: course outlines, lesson text, quizzes, narration, avatar videos and translations, which instructional designers and subject matter experts review before publishing.",[31,246,7,247],"government","manufacturing",[83,214],[85,250,65],"translation",[252,253,254,255,256],"Carlsberg Group","Internal Revenue Service","U.S. Marshals Service","Veterans Benefits Administration","Zoom",{"kpi":91,"label":92,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":258,"qualifier":74,"claimant":75,"organization":256,"vendorReported":11},90,{"slug":260,"title":261,"shortTitle":262,"definition":263,"status":29,"industries":264,"functions":266,"patterns":268,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":132,"publicEvidenceCount":216,"organizations":269,"bestGrade":140,"headline":274,"lastVerified":119,"indexable":11},"aiops-incident-triage","AI for IT incident triage and root cause analysis (AIOps)","AIOps incident triage","AI that turns a flood of monitoring alerts into one probable incident, routes it to the right team, proposes likely root causes and remediation from runbooks and past incidents, and drafts the stakeholder updates and the post incident review, while an engineer authorizes every change.",[31,101,7,265,191],"telecommunications",[33,128,267],"risk-management",[35,64,65,130,37],[270,235,271,272,273],"Google","Microsoft","Mizuho Financial Group","TD Bank",{"kpi":275,"label":276,"unit":49,"n":237,"nUpTo":20,"kind":238,"value":258,"qualifier":74,"claimant":165,"organization":165,"vendorReported":10},"accuracy","Accuracy",{"slug":278,"title":279,"shortTitle":280,"definition":281,"status":29,"industries":282,"functions":283,"patterns":284,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":132,"publicEvidenceCount":216,"organizations":285,"bestGrade":140,"headline":290,"lastVerified":119,"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.",[31,101,227,100,7],[33],[196,65,37],[286,287,270,288,289],"Airbnb","Amazon","Morgan Stanley","Toyota Motor Europe",{"kpi":91,"label":92,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":73,"qualifier":291,"claimant":52,"organization":270,"vendorReported":10},"approximately",{"slug":293,"title":294,"shortTitle":295,"definition":296,"status":29,"industries":297,"functions":298,"patterns":300,"audience":177,"autonomy":39,"adoptionStage":40,"evidenceCount":109,"publicEvidenceCount":109,"organizations":301,"bestGrade":140,"headline":306,"lastVerified":119,"indexable":11},"merchant-underwriting-and-risk-monitoring","AI for merchant underwriting and risk monitoring","Merchant underwriting and monitoring","AI that helps acquirers, payment facilitators and software platforms with embedded payments decide which merchants to accept and on what terms, by checking what a business really sells and how risky it is at onboarding, and then watches every active merchant for changes in behaviour, ranking the few that need an analyst so fraud, prohibited trade and credit losses are caught early.",[191,7,101],[194,299,267],"fraud-prevention",[36,35,64,65,37],[302,303,304,305],"Airwallex","Tekmetric","Visa","Weave Communications",{"kpi":307,"label":308,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":309,"qualifier":291,"claimant":75,"organization":305,"vendorReported":11},"alert-volume-reduction","Alert volume reduction",89,{"slug":311,"title":312,"shortTitle":313,"definition":314,"status":29,"industries":315,"functions":316,"patterns":317,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":109,"publicEvidenceCount":109,"organizations":318,"bestGrade":45,"headline":322,"lastVerified":119,"indexable":11},"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.",[31,151,7],[103,214],[85,130,176],[319,320,271,321],"GroupeActive","Industrialized Construction Group","Verdantas",{"kpi":91,"label":92,"unit":49,"n":15,"nUpTo":20,"kind":50,"value":323,"qualifier":74,"claimant":75,"organization":320,"vendorReported":11},80,{"slug":325,"title":326,"shortTitle":327,"definition":328,"status":29,"industries":329,"functions":330,"patterns":332,"audience":38,"autonomy":39,"adoptionStage":40,"evidenceCount":156,"publicEvidenceCount":156,"organizations":333,"bestGrade":140,"headline":341,"lastVerified":119,"indexable":11},"security-alert-triage-and-investigation","AI for security alert triage and investigation in the SOC","Security alert triage","An AI agent in the security operations centre that picks up each new alert or user reported phishing email, gathers the evidence from the SIEM, endpoint, identity and threat intelligence tools, gives a verdict with its reasoning and a draft incident summary, and closes clear false positives while an analyst approves every containment action.",[31,126,7,246,151],[331,33],"security-operations",[37,64,65,130],[334,335,336,337,338,339,340],"Avanade","Federal Housing Finance Agency","Human Managed","SEP2","St. Luke's University Health Network","TÜV SÜD","U.S. Immigration and Customs Enforcement",{"kpi":71,"label":72,"unit":49,"n":237,"nUpTo":20,"kind":238,"value":342,"qualifier":74,"claimant":165,"organization":165,"vendorReported":10},60,{"slug":344,"title":345,"shortTitle":346,"definition":347,"status":29,"industries":348,"functions":349,"patterns":350,"audience":38,"autonomy":86,"adoptionStage":40,"evidenceCount":109,"publicEvidenceCount":109,"organizations":351,"bestGrade":140,"headline":165,"lastVerified":119,"indexable":11},"software-vulnerability-remediation","AI for software vulnerability triage and remediation","Vulnerability remediation","AI that takes security findings from scanners, fuzzers and bug reports, filters out duplicates and false positives, reproduces and ranks the real ones, and drafts a code fix with a test for each, which a developer reviews and merges through the normal change process.",[31,7,126],[331,33],[196,37,64],[270,352,353],"Labelbox","PatientPoint",{"slug":355,"title":356,"shortTitle":357,"definition":358,"status":29,"industries":359,"functions":360,"patterns":361,"audience":38,"autonomy":86,"adoptionStage":131,"evidenceCount":216,"publicEvidenceCount":216,"organizations":363,"bestGrade":140,"headline":165,"lastVerified":119,"indexable":11},"meeting-summarization-and-action-items","AI meeting summarization and action items","Meeting summaries and action items","AI that summarizes internal and operational meetings, such as team, project, board and case meetings: it transcribes an online or in person meeting with the participants' knowledge and produces a summary, decisions and action items with owners and dates for the organizer to check and share. It is the general purpose tool; client advice meetings and sales calls, which feed a regulated record or a sales pipeline, have their own pages.",[31,246,7,151],[214,128],[65,362],"speech-analytics",[364,365,366,367,368],"U.S. Department of Labor","Ministry of Justice","Softcat","Trace3","Government Digital Service",{"slug":370,"title":371,"shortTitle":372,"definition":373,"status":29,"industries":374,"functions":375,"patterns":376,"audience":38,"autonomy":86,"adoptionStage":131,"evidenceCount":132,"publicEvidenceCount":132,"organizations":377,"bestGrade":140,"headline":383,"lastVerified":119,"indexable":11},"email-and-ticket-reply-drafting","AI reply drafting for customer email and support tickets","Email and ticket reply drafting","A copilot for asynchronous service work that drafts the reply to an incoming customer email, message or ticket once it has reached an agent: it summarizes the request, pulls the relevant customer data and approved knowledge, and drafts a reply in the organization's tone and the customer's language for the agent to check, edit and send. Live calls and chats, and the sorting of the inbox itself, are separate use cases.",[31,246,101,265,7],[193,128],[85,65,130,64],[378,379,380,381,382,218],"Centers for Disease Control and Prevention","First National Bank","HYPE","Nomad eSIM","Transportation Security Administration",{"kpi":91,"label":92,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":73,"qualifier":291,"claimant":75,"organization":380,"vendorReported":11},{"slug":385,"title":386,"shortTitle":387,"definition":388,"status":29,"industries":389,"functions":390,"patterns":391,"audience":38,"autonomy":86,"adoptionStage":392,"evidenceCount":132,"publicEvidenceCount":216,"organizations":393,"bestGrade":140,"headline":399,"lastVerified":401,"indexable":11},"requirements-to-test-case-generation","AI that turns requirements into user stories, acceptance criteria and test cases","Requirements to test cases","AI that reads product requirements, specifications or recorded sessions, checks them for gaps, ambiguity and contradictions, and drafts structured user stories, acceptance criteria and test cases (for example in Gherkin) that QA engineers review, with each item traced back to the requirement it covers.",[7,246,101,31],[33],[85,176],"emerging",[394,395,396,397,398],"BrowserStack","Continental AG","LTIMindtree","National Aeronautics and Space Administration","U.S. Department of Veterans Affairs",{"kpi":91,"label":92,"unit":49,"n":15,"nUpTo":15,"kind":50,"value":400,"qualifier":74,"claimant":75,"organization":396,"vendorReported":11},67,"2026-09-26",{"slug":403,"title":404,"shortTitle":405,"definition":406,"status":29,"industries":407,"functions":409,"patterns":410,"audience":38,"autonomy":66,"adoptionStage":40,"evidenceCount":237,"publicEvidenceCount":237,"organizations":411,"bestGrade":140,"headline":165,"lastVerified":119,"indexable":11},"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.",[31,101,408,60,7,172],"insurance",[62,33],[106,196,130],[412,413,414],"Bayer","LinkedIn","Uber Technologies",{"slug":416,"title":417,"shortTitle":418,"definition":419,"status":29,"industries":420,"functions":421,"patterns":422,"audience":38,"autonomy":66,"adoptionStage":131,"evidenceCount":156,"publicEvidenceCount":216,"organizations":423,"bestGrade":140,"headline":429,"lastVerified":119,"indexable":11},"live-agent-assist","Real time AI assist for contact centre agents","Live agent assist","A real time copilot for human contact centre agents during a live call or chat: it transcribes the conversation as it happens, surfaces the relevant knowledge and next step, drafts responses, and writes the after call summary and CRM notes, while the agent stays in control of what is said and done.",[31,101,408,265,126,60,7],[193,128],[362,130,65,85],[424,425,426,427,428],"DBS Bank","Definity","Oportun","SEB","SIGNAL IDUNA",{"kpi":71,"label":72,"unit":49,"n":41,"nUpTo":20,"kind":50,"value":430,"qualifier":74,"claimant":75,"organization":425,"vendorReported":11},15,[432,450],{"kpi":91,"label":92,"unit":49,"aggregate":11,"higherIsBetter":11,"n":216,"nUpTo":15,"median":400,"min":433,"max":258,"byClaimant":434,"vendorOnly":10,"points":435},33,{"organization":15,"vendor":109,"regulator":20,"independent":20},[436,438,440,444,446,448],{"evidenceId":437,"organization":256,"value":258,"qualifier":74,"claimant":75,"grade":45,"pooled":11},"zoom-ai-video-sales-training",{"evidenceId":439,"organization":88,"value":93,"qualifier":74,"claimant":75,"grade":45,"pooled":11},"case-status-ai-performance-review-cycle",{"evidenceId":441,"organization":394,"value":442,"qualifier":443,"claimant":75,"grade":45,"pooled":10},"browserstack-ai-test-case-generation",70,"up-to",{"evidenceId":445,"organization":396,"value":400,"qualifier":74,"claimant":75,"grade":45,"pooled":11},"ltimindtree-agentic-test-case-creation",{"evidenceId":447,"organization":270,"value":73,"qualifier":291,"claimant":52,"grade":140,"pooled":11},"google-legacy-code-migration",{"evidenceId":449,"organization":218,"value":433,"qualifier":74,"claimant":75,"grade":45,"pooled":11},"turing-hr-ticket-reply-drafting",{"kpi":275,"label":276,"unit":49,"aggregate":11,"higherIsBetter":11,"n":109,"nUpTo":20,"median":258,"min":451,"max":452,"byClaimant":453,"vendorOnly":10,"points":454},42,96,{"organization":41,"vendor":41,"regulator":20,"independent":20},[455,457,458,460],{"evidenceId":456,"organization":136,"value":452,"qualifier":74,"claimant":75,"grade":45,"pooled":11},"equinix-it-ticket-triage-assistant",{"evidenceId":441,"organization":394,"value":258,"qualifier":51,"claimant":75,"grade":45,"pooled":11},{"evidenceId":459,"organization":271,"value":258,"qualifier":74,"claimant":52,"grade":140,"pooled":11},"microsoft-azure-triangle-incident-triage",{"evidenceId":461,"organization":235,"value":451,"qualifier":74,"claimant":52,"grade":140,"pooled":11},"meta-ai-assisted-root-cause-analysis",[],[464,467,469,471,473,475,477,479],{"id":33,"label":465,"count":466},"IT 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