@prefix dcat: . @prefix dct: . @prefix owl: . @prefix prov: . @prefix rdf: . @prefix rdfs: . @prefix schema1: . @prefix sm: . @prefix xsd: . sm:AIArchetype a rdfs:Class, owl:Class ; rdfs:label "AIArchetype"@en ; schema1:description "A Gartner-style AI ambition archetype."@en ; schema1:name "AIArchetype"@en ; rdfs:comment "A Gartner-style AI ambition archetype."@en ; rdfs:isDefinedBy sm: . sm:CommunityPerson a rdfs:Class, owl:Class ; rdfs:label "CommunityPerson"@en ; schema1:description "A person mentioned in the community and analyst sections of the trip report."@en ; schema1:name "CommunityPerson"@en ; rdfs:comment "A person mentioned in the community and analyst sections of the trip report."@en ; rdfs:isDefinedBy sm: . sm:ContextComponent a rdfs:Class, owl:Class ; rdfs:label "ContextComponent"@en ; schema1:description "A component of enterprise context such as semantics, rules, ownership, operational state, provenance, users, access, or assets."@en ; schema1:name "ContextComponent"@en ; rdfs:comment "A component of enterprise context such as semantics, rules, ownership, operational state, provenance, users, access, or assets."@en ; rdfs:isDefinedBy sm: . sm:ContextLayer a rdfs:Class, owl:Class ; rdfs:label "ContextLayer"@en ; schema1:description "A managed enterprise layer that captures semantics, operational state, provenance, policies, users, access, and assets for AI-ready work."@en ; schema1:name "ContextLayer"@en ; rdfs:comment "A managed enterprise layer that captures semantics, operational state, provenance, policies, users, access, and assets for AI-ready work."@en ; rdfs:isDefinedBy sm: . sm:GovernanceDomain a rdfs:Class, owl:Class ; rdfs:label "GovernanceDomain"@en ; schema1:description "A domain of governance that must be coordinated for AI, analytics, risk, data, security, or operational work."@en ; schema1:name "GovernanceDomain"@en ; rdfs:comment "A domain of governance that must be coordinated for AI, analytics, risk, data, security, or operational work."@en ; rdfs:isDefinedBy sm: . sm:Methodology a rdfs:Class, owl:Class ; rdfs:label "Methodology"@en ; schema1:description "A delivery methodology for building foundations while producing outcome-oriented value."@en ; schema1:name "Methodology"@en ; rdfs:comment "A delivery methodology for building foundations while producing outcome-oriented value."@en ; rdfs:isDefinedBy sm: . sm:MetricObservation a rdfs:Class, owl:Class ; rdfs:label "MetricObservation"@en ; schema1:description "A quantitative observation or statistic from the trip report."@en ; schema1:name "MetricObservation"@en ; rdfs:comment "A quantitative observation or statistic from the trip report."@en ; rdfs:isDefinedBy sm: . sm:PolicyType a rdfs:Class, owl:Class ; rdfs:label "PolicyType"@en ; schema1:description "A type of governance policy that may be expressed as code."@en ; schema1:name "PolicyType"@en ; rdfs:comment "A type of governance policy that may be expressed as code."@en ; rdfs:isDefinedBy sm: . sm:VendorStrategyOption a rdfs:Class, owl:Class ; rdfs:label "VendorStrategyOption"@en ; schema1:description "A strategic option for building a converged data management platform."@en ; schema1:name "VendorStrategyOption"@en ; rdfs:comment "A strategic option for building a converged data management platform."@en ; rdfs:isDefinedBy sm: . sm:concernsCapability a rdf:Property, owl:ObjectProperty ; rdfs:label "concerns capability"@en ; schema1:description "Connects a strategy option or governance item to a capability."@en ; schema1:name "concerns capability"@en ; rdfs:comment "Connects a strategy option or governance item to a capability."@en ; rdfs:isDefinedBy sm: . sm:hasArchetype a rdf:Property, owl:ObjectProperty ; rdfs:label "has archetype"@en ; schema1:description "Connects the article to AI ambition archetypes."@en ; schema1:name "has archetype"@en ; rdfs:comment "Connects the article to AI ambition archetypes."@en ; rdfs:isDefinedBy sm: . sm:hasComponent a rdf:Property, owl:ObjectProperty ; rdfs:label "has component"@en ; schema1:description "Connects a context layer to a component."@en ; schema1:name "has component"@en ; rdfs:comment "Connects a context layer to a component."@en ; rdfs:isDefinedBy sm: . sm:hasGovernanceDomain a rdf:Property, owl:ObjectProperty ; rdfs:label "has governance domain"@en ; schema1:description "Connects a governance frame to a governance domain."@en ; schema1:name "has governance domain"@en ; rdfs:comment "Connects a governance frame to a governance domain."@en ; rdfs:isDefinedBy sm: . sm:hasMetric a rdf:Property, owl:ObjectProperty ; rdfs:label "has metric"@en ; schema1:description "Connects the article to a quantitative observation."@en ; schema1:name "has metric"@en ; rdfs:comment "Connects the article to a quantitative observation."@en ; rdfs:isDefinedBy sm: . sm:hasPolicyType a rdf:Property, owl:ObjectProperty ; rdfs:label "has policy type"@en ; schema1:description "Connects governance-as-code to policy categories."@en ; schema1:name "has policy type"@en ; rdfs:comment "Connects governance-as-code to policy categories."@en ; rdfs:isDefinedBy sm: . sm:hasVendorStrategy a rdf:Property, owl:ObjectProperty ; rdfs:label "has vendor strategy"@en ; schema1:description "Connects the article or organization to a vendor strategy option."@en ; schema1:name "has vendor strategy"@en ; rdfs:comment "Connects the article or organization to a vendor strategy option."@en ; rdfs:isDefinedBy sm: . sm:recommendation a rdf:Property, owl:ObjectProperty ; rdfs:label "recommendation"@en ; schema1:description "Records a recommendation or takeaway."@en ; schema1:name "recommendation"@en ; rdfs:comment "Records a recommendation or takeaway."@en ; rdfs:isDefinedBy sm: . sm:risk a rdf:Property, owl:ObjectProperty ; rdfs:label "risk"@en ; schema1:description "Records a risk called out in the trip report."@en ; schema1:name "risk"@en ; rdfs:comment "Records a risk called out in the trip report."@en ; rdfs:isDefinedBy sm: . sm:supportsUseCase a rdf:Property, owl:ObjectProperty ; rdfs:label "supports use case"@en ; schema1:description "Connects a foundation or context layer to a business use case."@en ; schema1:name "supports use case"@en ; rdfs:comment "Connects a foundation or context layer to a business use case."@en ; rdfs:isDefinedBy sm: . sm:uriBurnerSparqlEndpoint a schema1:WebAPI ; rdfs:label "URIBurner SPARQL endpoint"@en ; schema1:description "Default live endpoint for generated executable query links."@en ; schema1:name "URIBurner SPARQL endpoint"@en ; schema1:url ; rdfs:comment "Default live endpoint for generated executable query links."@en . sm:a1 a schema1:Answer ; rdfs:label "Answer 1"@en ; schema1:description "Enterprise AI value depends on context, governance, data foundations, and use-case-driven methodology."@en ; schema1:name "Answer 1"@en ; rdfs:comment "Enterprise AI value depends on context, governance, data foundations, and use-case-driven methodology."@en . sm:a2 a schema1:Answer ; rdfs:label "Answer 2"@en ; schema1:description "Context includes semantics, rules, policies, ownership, operational state, provenance, users, access, and assets."@en ; schema1:name "Answer 2"@en ; rdfs:comment "Context includes semantics, rules, policies, ownership, operational state, provenance, users, access, and assets."@en . sm:a3 a schema1:Answer ; rdfs:label "Answer 3"@en ; schema1:description "AI blurs data, analytics, cyber, decision, risk, IT, and operational governance boundaries."@en ; schema1:name "Answer 3"@en ; rdfs:comment "AI blurs data, analytics, cyber, decision, risk, IT, and operational governance boundaries."@en . sm:a4 a schema1:Answer ; rdfs:label "Answer 4"@en ; schema1:description "Start from business outcomes, build minimum foundations for the use case, deliver value, and repeat."@en ; schema1:name "Answer 4"@en ; rdfs:comment "Start from business outcomes, build minimum foundations for the use case, deliver value, and repeat."@en . sm:aIgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "AI governance"@en ; schema1:description "Governance domain named in the article: AI governance."@en ; schema1:name "AI governance"@en ; rdfs:comment "Governance domain named in the article: AI governance."@en . sm:aiCautious a schema1:Intangible, sm:AIArchetype ; rdfs:label "AI-Cautious"@en ; schema1:description "A cautious AI ambition posture that the article challenges as not being a strategy."@en ; schema1:name "AI-Cautious"@en ; rdfs:comment "A cautious AI ambition posture that the article challenges as not being a strategy."@en . sm:aiFirst a schema1:Intangible, sm:AIArchetype ; rdfs:label "AI-First"@en ; schema1:description "An AI ambition posture oriented around systematic AI transformation."@en ; schema1:name "AI-First"@en ; rdfs:comment "An AI ambition posture oriented around systematic AI transformation."@en . sm:aiOpportunistic a schema1:Intangible, sm:AIArchetype ; rdfs:label "AI-Opportunistic"@en ; schema1:description "An AI ambition posture oriented around selective opportunities."@en ; schema1:name "AI-Opportunistic"@en ; rdfs:comment "An AI ambition posture oriented around selective opportunities."@en . sm:analyticsgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Analytics governance"@en ; schema1:description "Governance domain named in the article: Analytics governance."@en ; schema1:name "Analytics governance"@en ; rdfs:comment "Governance domain named in the article: Analytics governance."@en . sm:andresGarciaRodeja a schema1:Person, sm:CommunityPerson ; rdfs:label "Andres Garcia-Rodeja"@en ; schema1:description "Presenter of a talk about how to build a context layer."@en ; schema1:name "Andres Garcia-Rodeja"@en ; rdfs:comment "Presenter of a talk about how to build a context layer."@en . sm:anuragRaj a schema1:Person, sm:CommunityPerson ; rdfs:label "Anurag Raj"@en ; schema1:description "Gartner analyst presenting on the future of D&A governance."@en ; schema1:name "Anurag Raj"@en ; rdfs:comment "Gartner analyst presenting on the future of D&A governance."@en . sm:communitySection a schema1:ArticleSection ; rdfs:label "Awesome community"@en ; schema1:description "The conference community section mentions analysts, friends, and data community participants."@en ; schema1:isPartOf sm:article ; schema1:name "Awesome community"@en ; rdfs:comment "The conference community section mentions analysts, friends, and data community participants."@en . sm:contextSection a schema1:ArticleSection ; rdfs:label "Context, context, context"@en ; schema1:about sm:enterpriseContextLayer ; schema1:description "Context layers, semantics, ontologies, knowledge graphs, operational state, provenance, users, access, and assets are core to AI-ready data infrastructure."@en ; schema1:isPartOf sm:article ; schema1:name "Context, context, context"@en ; rdfs:comment "Context layers, semantics, ontologies, knowledge graphs, operational state, provenance, users, access, and assets are core to AI-ready data infrastructure."@en . sm:corporateriskgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Corporate risk governance"@en ; schema1:description "Governance domain named in the article: Corporate risk governance."@en ; schema1:name "Corporate risk governance"@en ; rdfs:comment "Governance domain named in the article: Corporate risk governance."@en . sm:cybersecuritygovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Cybersecurity governance"@en ; schema1:description "Governance domain named in the article: Cybersecurity governance."@en ; schema1:name "Cybersecurity governance"@en ; rdfs:comment "Governance domain named in the article: Cybersecurity governance."@en . sm:danielCota a schema1:Person, sm:CommunityPerson ; rdfs:label "Daniel Cota"@en ; schema1:description "Moderator of the strategic data management platform panel."@en ; schema1:name "Daniel Cota"@en ; rdfs:comment "Moderator of the strategic data management platform panel."@en . sm:datagovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Data governance"@en ; schema1:description "Governance domain named in the article: Data governance."@en ; schema1:name "Data governance"@en ; rdfs:comment "Governance domain named in the article: Data governance."@en . sm:dataset-gartner-london-takeaways a dcat:Dataset ; rdfs:label "Gartner London takeaways RDF dataset"@en ; dct:title "Gartner Data & Analytics London May 2026 takeaways RDF" ; schema1:description "Dataset containing the generated RDF and representative data for the trip report."@en ; schema1:name "Gartner London takeaways RDF dataset"@en ; rdfs:comment "Dataset containing the generated RDF and representative data for the trip report."@en ; dcat:distribution sm:dataset-gartner-london-takeaways-ttl ; prov:wasGeneratedBy sm:kgGenerationActivity . sm:dataset-gartner-london-takeaways-ttl a dcat:Distribution ; dct:title "Turtle distribution" ; dcat:accessURL ; dcat:mediaType "text/turtle" . sm:decisiongovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Decision governance"@en ; schema1:description "Governance domain named in the article: Decision governance."@en ; schema1:name "Decision governance"@en ; rdfs:comment "Governance domain named in the article: Decision governance."@en . sm:ehtishamZaidi a schema1:Person, sm:CommunityPerson ; rdfs:label "Ehtisham Zaidi"@en ; schema1:description "Gartner analyst on the strategic data management platform panel."@en ; schema1:name "Ehtisham Zaidi"@en ; rdfs:comment "Gartner analyst on the strategic data management platform panel."@en . sm:faq a schema1:FAQPage ; rdfs:label "FAQ"@en ; schema1:description "Questions and answers derived from the trip report."@en ; schema1:mainEntity sm:q1, sm:q2, sm:q3, sm:q4 ; schema1:name "FAQ"@en ; rdfs:comment "Questions and answers derived from the trip report."@en . sm:foundationsSection a schema1:ArticleSection ; rdfs:label "Basics and foundations"@en ; schema1:description "AI and D&A leaders are still working through foundational issues: data quality, governance effectiveness, and architecture readiness."@en ; schema1:isPartOf sm:article ; schema1:name "Basics and foundations"@en ; rdfs:comment "AI and D&A leaders are still working through foundational issues: data quality, governance effectiveness, and architecture readiness."@en . sm:gartnerDataAnalyticsLondon2026 a schema1:Event ; rdfs:label "Gartner Data & Analytics London May 2026"@en ; schema1:description "Conference attended by Juan Sequeda and used as the source of the trip-report takeaways."@en ; schema1:location "London"@en ; schema1:name "Gartner Data & Analytics London May 2026"@en ; schema1:startDate "2026-05"^^xsd:gYearMonth ; rdfs:comment "Conference attended by Juan Sequeda and used as the source of the trip-report takeaways."@en . sm:gartnerLondonCatalog a dcat:Catalog ; rdfs:label "Gartner London takeaways catalog"@en ; schema1:description "DCAT catalog for the generated context, governance, vendor strategy, and methodology knowledge graph."@en ; schema1:name "Gartner London takeaways catalog"@en ; rdfs:comment "DCAT catalog for the generated context, governance, vendor strategy, and methodology knowledge graph."@en ; dcat:dataset sm:dataset-gartner-london-takeaways . sm:glossary a schema1:DefinedTermSet ; rdfs:label "Glossary"@en ; schema1:description "Defined terms for the generated article knowledge graph."@en ; schema1:hasDefinedTerm sm:dataContractConcept, sm:enterpriseContextLayer, sm:governanceSingularity, sm:ironThreadMethodology, sm:knowledgeGraphConcept, sm:ontologyConcept, sm:policyAsCodeConcept, sm:semanticLayerConcept ; schema1:name "Glossary"@en ; rdfs:comment "Defined terms for the generated article knowledge graph."@en . sm:governanceFrame a schema1:Intangible ; rdfs:label "Expanded governance frame"@en ; schema1:description "Governance expands beyond data governance into coordinated governance over AI, analytics, cybersecurity, MDM, decision, risk, IT, and operations."@en ; schema1:name "Expanded governance frame"@en ; rdfs:comment "Governance expands beyond data governance into coordinated governance over AI, analytics, cybersecurity, MDM, decision, risk, IT, and operations."@en ; sm:hasGovernanceDomain sm:aIgovernance, sm:analyticsgovernance, sm:corporateriskgovernance, sm:cybersecuritygovernance, sm:datagovernance, sm:decisiongovernance, sm:iTgovernance, sm:mDMgovernance, sm:operationalgovernance . sm:governanceSection a schema1:ArticleSection ; rdfs:label "Governance is also king and queen"@en ; schema1:description "Governance expands beyond data governance into AI, analytics, cyber, risk, MDM, decision, IT, and operational governance."@en ; schema1:isPartOf sm:article ; schema1:name "Governance is also king and queen"@en ; rdfs:comment "Governance expands beyond data governance into AI, analytics, cyber, risk, MDM, decision, IT, and operational governance."@en . sm:howto a schema1:HowTo ; rdfs:label "Apply the iron-thread method"@en ; schema1:description "Use outcome-first delivery to build foundations and deliver value together."@en ; schema1:name "Apply the iron-thread method"@en ; schema1:step sm:step1, sm:step2, sm:step3, sm:step4 ; rdfs:comment "Use outcome-first delivery to build foundations and deliver value together."@en . sm:iTgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "IT governance"@en ; schema1:description "Governance domain named in the article: IT governance."@en ; schema1:name "IT governance"@en ; rdfs:comment "Governance domain named in the article: IT governance."@en . sm:kgGenerationActivity a prov:Activity ; rdfs:label "RDF and companion document generation"@en ; schema1:description "Generation of RDF, HTML, and Markdown artifacts from the article."@en ; schema1:name "RDF and companion document generation"@en ; rdfs:comment "Generation of RDF, HTML, and Markdown artifacts from the article."@en ; prov:used sm:article . sm:mDMgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "MDM governance"@en ; schema1:description "Governance domain named in the article: MDM governance."@en ; schema1:name "MDM governance"@en ; rdfs:comment "Governance domain named in the article: MDM governance."@en . sm:malcolmHawker a schema1:Person, sm:CommunityPerson ; rdfs:label "Malcolm Hawker"@en ; schema1:description "Data community participant mentioned in the community section."@en ; schema1:name "Malcolm Hawker"@en ; rdfs:comment "Data community participant mentioned in the community section."@en . sm:methodologySection a schema1:ArticleSection ; rdfs:label "Methodologies"@en ; schema1:description "The article argues for use-case-driven, pay-as-you-go, iron-thread methodology rather than foundation-first waterfall."@en ; schema1:isPartOf sm:article ; schema1:name "Methodologies"@en ; rdfs:comment "The article argues for use-case-driven, pay-as-you-go, iron-thread methodology rather than foundation-first waterfall."@en . sm:metric-ai-agent-cost-concern-da-ai a schema1:Observation, sm:MetricObservation ; rdfs:label "D&A and AI leader concern about AI agent cost overruns"@en ; schema1:description "Only 1 out of 10 D&A and AI leaders share AI agent cost-overrun concerns."@en ; schema1:name "D&A and AI leader concern about AI agent cost overruns"@en ; schema1:unitText "%" ; schema1:value 10.0 ; rdfs:comment "Only 1 out of 10 D&A and AI leaders share AI agent cost-overrun concerns."@en . sm:metric-ai-agent-cost-concern-it a schema1:Observation, sm:MetricObservation ; rdfs:label "European IT leader concern about AI agent cost overruns"@en ; schema1:description "6 out of 10 European IT leaders have real concerns about AI agent cost overruns."@en ; schema1:name "European IT leader concern about AI agent cost overruns"@en ; schema1:unitText "%" ; schema1:value 60.0 ; rdfs:comment "6 out of 10 European IT leaders have real concerns about AI agent cost overruns."@en . sm:metric-ai-finops-guardrails a schema1:Observation, sm:MetricObservation ; rdfs:label "Organizations with financial guardrails or AI FinOps"@en ; schema1:description "47% of European organizations have financial guardrails or AI FinOps practices in place."@en ; schema1:name "Organizations with financial guardrails or AI FinOps"@en ; schema1:unitText "%" ; schema1:value 47.0 ; rdfs:comment "47% of European organizations have financial guardrails or AI FinOps practices in place."@en . sm:metric-ai-roi-2025 a schema1:Observation, sm:MetricObservation ; rdfs:label "AI ROI achievement in 2025"@en ; schema1:description "Only 1 in 5 AI initiatives are achieving ROI in 2025."@en ; schema1:name "AI ROI achievement in 2025"@en ; schema1:unitText "%" ; schema1:value 20.0 ; rdfs:comment "Only 1 in 5 AI initiatives are achieving ROI in 2025."@en . sm:metric-architecture-overhaul a schema1:Observation, sm:MetricObservation ; rdfs:label "Architecture needs overhaul"@en ; schema1:description "90% of D&A leaders say their architecture needs a minor or significant overhaul to support new use cases."@en ; schema1:name "Architecture needs overhaul"@en ; schema1:unitText "%" ; schema1:value 90.0 ; rdfs:comment "90% of D&A leaders say their architecture needs a minor or significant overhaul to support new use cases."@en . sm:metric-data-engineering-effective a schema1:Observation, sm:MetricObservation ; rdfs:label "Highly effective data engineering for AI use cases"@en ; schema1:description "Only 26% of D&A or AI leaders think their data engineering practices are highly effective for existing AI use cases."@en ; schema1:name "Highly effective data engineering for AI use cases"@en ; schema1:unitText "%" ; schema1:value 26.0 ; rdfs:comment "Only 26% of D&A or AI leaders think their data engineering practices are highly effective for existing AI use cases."@en . sm:metric-governance-ai-lead a schema1:Observation, sm:MetricObservation ; rdfs:label "Governance function fully able to lead AI governance"@en ; schema1:description "Only 13% say their D&A governance function can fully lead AI governance."@en ; schema1:name "Governance function fully able to lead AI governance"@en ; schema1:unitText "%" ; schema1:value 13.0 ; rdfs:comment "Only 13% say their D&A governance function can fully lead AI governance."@en . sm:metric-knowledge-engineering-start-bi a schema1:Observation, sm:MetricObservation ; rdfs:label "Knowledge engineering starts with semantic BI layers"@en ; schema1:description "A live poll found 60% starting knowledge engineering with semantic layers for BI."@en ; schema1:name "Knowledge engineering starts with semantic BI layers"@en ; schema1:unitText "%" ; schema1:value 60.0 ; rdfs:comment "A live poll found 60% starting knowledge engineering with semantic layers for BI."@en . sm:metric-knowledge-engineering-start-kg a schema1:Observation, sm:MetricObservation ; rdfs:label "Knowledge engineering starts with ontologies and knowledge graphs"@en ; schema1:description "A live poll found 40% going straight to ontologies and knowledge graphs."@en ; schema1:name "Knowledge engineering starts with ontologies and knowledge graphs"@en ; schema1:unitText "%" ; schema1:value 40.0 ; rdfs:comment "A live poll found 40% going straight to ontologies and knowledge graphs."@en . sm:mirceaDanciulescu a schema1:Person, sm:CommunityPerson ; rdfs:label "Mircea Danciulescu"@en ; schema1:description "WPP Global Data Manager who joined the ServiceNow conversation."@en ; schema1:name "Mircea Danciulescu"@en ; rdfs:comment "WPP Global Data Manager who joined the ServiceNow conversation."@en . sm:operationalgovernance a schema1:Intangible, sm:GovernanceDomain ; rdfs:label "Operational governance"@en ; schema1:description "Governance domain named in the article: Operational governance."@en ; schema1:name "Operational governance"@en ; rdfs:comment "Governance domain named in the article: Operational governance."@en . sm:payAsYouGoMethodology a schema1:DefinedTerm, sm:Methodology ; rdfs:label "Pay-as-you-go methodology"@en ; schema1:description "Juan Sequeda's methodology for progressing by use case rather than waterfall foundation programs."@en ; schema1:name "Pay-as-you-go methodology"@en ; rdfs:comment "Juan Sequeda's methodology for progressing by use case rather than waterfall foundation programs."@en . sm:policyAsCodeFrame a schema1:Intangible ; rdfs:label "Policy as code frame"@en ; schema1:description "A frame for translating definitions, models, quality, security, privacy, ethics, and lifecycle policies into enforceable code."@en ; schema1:name "Policy as code frame"@en ; rdfs:comment "A frame for translating definitions, models, quality, security, privacy, ethics, and lifecycle policies into enforceable code."@en ; sm:hasPolicyType sm:policyDefinitionsAndModels, sm:policyEthics, sm:policyLifecycle, sm:policyPrivacy, sm:policyQuality, sm:policySecurity . sm:policyDefinitionsAndModels a schema1:Intangible, sm:PolicyType ; rdfs:label "Definitions and models"@en ; schema1:description "Policy type suitable for policy-as-code translation: Definitions and models."@en ; schema1:name "Definitions and models"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Definitions and models."@en . sm:policyEthics a schema1:Intangible, sm:PolicyType ; rdfs:label "Ethics"@en ; schema1:description "Policy type suitable for policy-as-code translation: Ethics."@en ; schema1:name "Ethics"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Ethics."@en . sm:policyLifecycle a schema1:Intangible, sm:PolicyType ; rdfs:label "Lifecycle"@en ; schema1:description "Policy type suitable for policy-as-code translation: Lifecycle."@en ; schema1:name "Lifecycle"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Lifecycle."@en . sm:policyPrivacy a schema1:Intangible, sm:PolicyType ; rdfs:label "Privacy"@en ; schema1:description "Policy type suitable for policy-as-code translation: Privacy."@en ; schema1:name "Privacy"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Privacy."@en . sm:policyQuality a schema1:Intangible, sm:PolicyType ; rdfs:label "Quality"@en ; schema1:description "Policy type suitable for policy-as-code translation: Quality."@en ; schema1:name "Quality"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Quality."@en . sm:policySecurity a schema1:Intangible, sm:PolicyType ; rdfs:label "Security"@en ; schema1:description "Policy type suitable for policy-as-code translation: Security."@en ; schema1:name "Security"@en ; rdfs:comment "Policy type suitable for policy-as-code translation: Security."@en . sm:q1 a schema1:Question ; rdfs:label "What is the main conference takeaway?"@en ; schema1:acceptedAnswer sm:a1 ; schema1:description "What is the main conference takeaway?"@en ; schema1:name "What is the main conference takeaway?"@en ; rdfs:comment "What is the main conference takeaway?"@en . sm:q2 a schema1:Question ; rdfs:label "What does context include?"@en ; schema1:acceptedAnswer sm:a2 ; schema1:description "What does context include?"@en ; schema1:name "What does context include?"@en ; rdfs:comment "What does context include?"@en . sm:q3 a schema1:Question ; rdfs:label "Why does governance expand?"@en ; schema1:acceptedAnswer sm:a3 ; schema1:description "Why does governance expand?"@en ; schema1:name "Why does governance expand?"@en ; rdfs:comment "Why does governance expand?"@en . sm:q4 a schema1:Question ; rdfs:label "What methodology does the article advocate?"@en ; schema1:acceptedAnswer sm:a4 ; schema1:description "What methodology does the article advocate?"@en ; schema1:name "What methodology does the article advocate?"@en ; rdfs:comment "What methodology does the article advocate?"@en . sm:query-context-components-runAction a schema1:Action ; rdfs:label "Run live query"@en ; schema1:description "URL-encoded live query action for URIBurner SPARQL."@en ; schema1:name "Run live query"@en ; schema1:target ; rdfs:comment "URL-encoded live query action for URIBurner SPARQL."@en . sm:query-governance-domains-runAction a schema1:Action ; rdfs:label "Run live query"@en ; schema1:description "URL-encoded live query action for URIBurner SPARQL."@en ; schema1:name "Run live query"@en ; schema1:target ; rdfs:comment "URL-encoded live query action for URIBurner SPARQL."@en . sm:query-metrics-runAction a schema1:Action ; rdfs:label "Run live query"@en ; schema1:description "URL-encoded live query action for URIBurner SPARQL."@en ; schema1:name "Run live query"@en ; schema1:target ; rdfs:comment "URL-encoded live query action for URIBurner SPARQL."@en . sm:query-vendor-strategies-runAction a schema1:Action ; rdfs:label "Run live query"@en ; schema1:description "URL-encoded live query action for URIBurner SPARQL."@en ; schema1:name "Run live query"@en ; schema1:target ; rdfs:comment "URL-encoded live query action for URIBurner SPARQL."@en . sm:robertThanaraj a schema1:Person, sm:CommunityPerson ; rdfs:label "Robert Thanaraj"@en ; schema1:description "Gartner analyst on the strategic data management platform panel."@en ; schema1:name "Robert Thanaraj"@en ; rdfs:comment "Gartner analyst on the strategic data management platform panel."@en . sm:roxaneEdjlali a schema1:Person, sm:CommunityPerson ; rdfs:label "Roxane Edjlali"@en ; schema1:description "Gartner analyst on the strategic data management platform panel."@en ; schema1:name "Roxane Edjlali"@en ; rdfs:comment "Gartner analyst on the strategic data management platform panel."@en . sm:sanjeevMohan a schema1:Person, sm:CommunityPerson ; rdfs:label "Sanjeev Mohan"@en ; schema1:description "Data community participant mentioned as SanjMo."@en ; schema1:name "Sanjeev Mohan"@en ; rdfs:comment "Data community participant mentioned as SanjMo."@en . sm:serviceNow a schema1:Organization ; rdfs:label "ServiceNow"@en ; schema1:description "Company whose data and analytics innovations were presented and demonstrated at the conference."@en ; schema1:name "ServiceNow"@en ; rdfs:comment "Company whose data and analytics innovations were presented and demonstrated at the conference."@en ; owl:sameAs . sm:step1 a schema1:HowToStep ; rdfs:label "Choose an outcome"@en ; schema1:description "Start with a concrete business outcome or use case."@en ; schema1:name "Choose an outcome"@en ; rdfs:comment "Start with a concrete business outcome or use case."@en . sm:step2 a schema1:HowToStep ; rdfs:label "Trace the work"@en ; schema1:description "Follow the data, people, policies, and operational steps involved."@en ; schema1:name "Trace the work"@en ; rdfs:comment "Follow the data, people, policies, and operational steps involved."@en . sm:step3 a schema1:HowToStep ; rdfs:label "Identify minimum context"@en ; schema1:description "Model the semantics, provenance, users, access, and policies needed for the outcome."@en ; schema1:name "Identify minimum context"@en ; rdfs:comment "Model the semantics, provenance, users, access, and policies needed for the outcome."@en . sm:step4 a schema1:HowToStep ; rdfs:label "Deliver and govern"@en ; schema1:description "Deliver the use case while building the reusable context and governance foundation."@en ; schema1:name "Deliver and govern"@en ; rdfs:comment "Deliver the use case while building the reusable context and governance foundation."@en . sm:vendorStrategySection a schema1:ArticleSection ; rdfs:label "Vendor strategy"@en ; schema1:description "Organizations need explicit strategy across CSP-centric, ISV-centric, and application-provider-centric data management platforms."@en ; schema1:isPartOf sm:article ; schema1:mentions sm:applicationCentricStrategy, sm:cspCentricStrategy, sm:isvCentricStrategy, sm:tieredVendorStrategy ; schema1:name "Vendor strategy"@en ; rdfs:comment "Organizations need explicit strategy across CSP-centric, ISV-centric, and application-provider-centric data management platforms."@en . a schema1:Person ; rdfs:label "Juan Sequeda"@en ; schema1:description "Author of the trip report and data/knowledge graph practitioner."@en ; schema1:name "Juan Sequeda"@en ; schema1:url ; rdfs:comment "Author of the trip report and data/knowledge graph practitioner."@en ; owl:sameAs . sm:applicationCentricStrategy a schema1:Intangible, sm:VendorStrategyOption ; rdfs:label "Application-provider-centric"@en ; schema1:description "Best when data and use-case requirements are fulfilled within the application footprint."@en ; schema1:name "Application-provider-centric"@en ; rdfs:comment "Best when data and use-case requirements are fulfilled within the application footprint."@en ; sm:risk "Most organizations use multiple applications, creating cross-application context challenges."@en . sm:cspCentricStrategy a schema1:Intangible, sm:VendorStrategyOption ; rdfs:label "CSP-centric"@en ; schema1:description "Best when the enterprise is already on one cloud and values pre-integrated capabilities and speed over differentiation."@en ; schema1:name "CSP-centric"@en ; rdfs:comment "Best when the enterprise is already on one cloud and values pre-integrated capabilities and speed over differentiation."@en ; sm:risk "Hyperscaler metadata tools typically scan inside their own ecosystems; multi-cloud buyers still need ISVs."@en . sm:dataContractConcept a schema1:DefinedTerm ; rdfs:label "Data contract"@en ; schema1:description "A formal handshake between upstream operational governance and downstream analytical governance."@en ; schema1:name "Data contract"@en ; rdfs:comment "A formal handshake between upstream operational governance and downstream analytical governance."@en . sm:governanceSingularity a schema1:DefinedTerm ; rdfs:label "Governance singularity"@en ; schema1:description "The convergence of data, AI, analytics, cybersecurity, MDM, decision, risk, and IT governance."@en ; schema1:name "Governance singularity"@en ; rdfs:comment "The convergence of data, AI, analytics, cybersecurity, MDM, decision, risk, and IT governance."@en . sm:ironThreadMethodology a schema1:DefinedTerm, sm:Methodology ; rdfs:label "Iron-thread approach"@en ; schema1:description "A use-case-first methodology that builds minimum foundations while delivering value end-to-end."@en ; schema1:name "Iron-thread approach"@en ; rdfs:comment "A use-case-first methodology that builds minimum foundations while delivering value end-to-end."@en . sm:isvCentricStrategy a schema1:Intangible, sm:VendorStrategyOption ; rdfs:label "ISV-centric"@en ; schema1:description "Best for best-of-breed depth, cloud neutrality, and high maturity in specific capabilities."@en ; schema1:name "ISV-centric"@en ; rdfs:comment "Best for best-of-breed depth, cloud neutrality, and high maturity in specific capabilities."@en ; sm:risk "Risk of recreating fragmented stitching and exposure to acquisition by a non-strategic platform vendor."@en . sm:knowledgeGraphConcept a schema1:DefinedTerm ; rdfs:label "Knowledge graph"@en ; schema1:description "A graph of entities and relationships used to represent enterprise context and semantics."@en ; schema1:name "Knowledge graph"@en ; rdfs:comment "A graph of entities and relationships used to represent enterprise context and semantics."@en ; owl:sameAs . sm:ontologyConcept a schema1:DefinedTerm ; rdfs:label "Ontology"@en ; schema1:description "A formal model of classes and relationships used to make context explicit."@en ; schema1:name "Ontology"@en ; rdfs:comment "A formal model of classes and relationships used to make context explicit."@en ; owl:sameAs . sm:operationalStateComponent a schema1:Intangible, sm:ContextComponent ; rdfs:label "Operational state"@en ; schema1:description "Entities, activities, and environmental conditions that describe what is happening in the business now."@en ; schema1:name "Operational state"@en ; rdfs:comment "Entities, activities, and environmental conditions that describe what is happening in the business now."@en . sm:policyAsCodeConcept a schema1:DefinedTerm ; rdfs:label "Policy as code"@en ; schema1:description "Governance policies translated into enforceable code."@en ; schema1:name "Policy as code"@en ; rdfs:comment "Governance policies translated into enforceable code."@en . sm:provenanceComponent a schema1:Intangible, sm:ContextComponent ; rdfs:label "Provenance"@en ; schema1:description "Decision traces, process lineage, actions taken, and outcomes produced."@en ; schema1:name "Provenance"@en ; rdfs:comment "Decision traces, process lineage, actions taken, and outcomes produced."@en . sm:query-context-components a schema1:CreativeWork, schema1:SoftwareSourceCode ; rdfs:label "List context layer components"@en ; schema1:description "Shows the components modeled for the enterprise context layer."@en ; schema1:isPartOf sm:queryExamplesSection ; schema1:name "List context layer components"@en ; schema1:potentialAction sm:query-context-components-runAction ; schema1:programmingLanguage "SPARQL" ; schema1:text """PREFIX sm: PREFIX schema: SELECT ?component ?name ?description WHERE { GRAPH { sm:enterpriseContextLayer sm:hasComponent ?component . ?component schema:name ?name ; schema:description ?description . } } ORDER BY ?name""" ; rdfs:comment "Shows the components modeled for the enterprise context layer."@en . sm:query-governance-domains a schema1:CreativeWork, schema1:SoftwareSourceCode ; rdfs:label "List expanded governance domains"@en ; schema1:description "Shows governance domains participating in the governance singularity frame."@en ; schema1:isPartOf sm:queryExamplesSection ; schema1:name "List expanded governance domains"@en ; schema1:potentialAction sm:query-governance-domains-runAction ; schema1:programmingLanguage "SPARQL" ; schema1:text """PREFIX sm: PREFIX schema: SELECT ?domain ?name WHERE { GRAPH { sm:governanceFrame sm:hasGovernanceDomain ?domain . ?domain schema:name ?name . } } ORDER BY ?name""" ; rdfs:comment "Shows governance domains participating in the governance singularity frame."@en . sm:query-metrics a schema1:CreativeWork, schema1:SoftwareSourceCode ; rdfs:label "Rank quantitative observations"@en ; schema1:description "Returns article metrics and values as executable representative data."@en ; schema1:isPartOf sm:queryExamplesSection ; schema1:name "Rank quantitative observations"@en ; schema1:potentialAction sm:query-metrics-runAction ; schema1:programmingLanguage "SPARQL" ; schema1:text """PREFIX sm: PREFIX schema: SELECT ?metric ?name ?value ?unit WHERE { GRAPH { ?metric a sm:MetricObservation ; schema:name ?name ; schema:value ?value ; schema:unitText ?unit . } } ORDER BY DESC(?value)""" ; rdfs:comment "Returns article metrics and values as executable representative data."@en . sm:query-vendor-strategies a schema1:CreativeWork, schema1:SoftwareSourceCode ; rdfs:label "Compare vendor strategy options"@en ; schema1:description "Returns CSP, ISV, application-provider, and tiered vendor strategy options with risks."@en ; schema1:isPartOf sm:queryExamplesSection ; schema1:name "Compare vendor strategy options"@en ; schema1:potentialAction sm:query-vendor-strategies-runAction ; schema1:programmingLanguage "SPARQL" ; schema1:text """PREFIX sm: PREFIX schema: SELECT ?strategy ?name ?risk WHERE { GRAPH { ?strategy a sm:VendorStrategyOption ; schema:name ?name ; sm:risk ?risk . } } ORDER BY ?name""" ; rdfs:comment "Returns CSP, ISV, application-provider, and tiered vendor strategy options with risks."@en . sm:rulesPoliciesOwnershipComponent a schema1:Intangible, sm:ContextComponent ; rdfs:label "Rules, policies, and ownership"@en ; schema1:description "Business rules, governance policies, and accountability assignments."@en ; schema1:name "Rules, policies, and ownership"@en ; rdfs:comment "Business rules, governance policies, and accountability assignments."@en . sm:semanticLayerConcept a schema1:DefinedTerm ; rdfs:label "Semantic layer"@en ; schema1:description "A business-friendly semantic abstraction commonly used to start knowledge engineering for BI."@en ; schema1:name "Semantic layer"@en ; rdfs:comment "A business-friendly semantic abstraction commonly used to start knowledge engineering for BI."@en . sm:semanticsComponent a schema1:Intangible, sm:ContextComponent ; rdfs:label "Semantics"@en ; schema1:description "Ontologies, business glossaries, metrics definitions, semantic layers, and knowledge graphs."@en ; schema1:name "Semantics"@en ; rdfs:comment "Ontologies, business glossaries, metrics definitions, semantic layers, and knowledge graphs."@en . sm:tieredVendorStrategy a schema1:Intangible, sm:VendorStrategyOption ; rdfs:label "Tiered strategic-critical vendor strategy"@en ; schema1:description "A medallion-like approach that distinguishes strategic vendors from critical vendors."@en ; schema1:name "Tiered strategic-critical vendor strategy"@en ; rdfs:comment "A medallion-like approach that distinguishes strategic vendors from critical vendors."@en ; sm:risk "Critical vendors may not be strategic, and strategic vendors may not yet be critical."@en . sm:usersAccessAssetsComponent a schema1:Intangible, sm:ContextComponent ; rdfs:label "Users, access, and assets"@en ; schema1:description "User identity, department or cohort context, access entitlements, and business assets."@en ; schema1:name "Users, access, and assets"@en ; rdfs:comment "User identity, department or cohort context, access entitlements, and business assets."@en . sm:enterpriseContextLayer a schema1:Intangible, sm:ContextLayer ; rdfs:label "Enterprise Context Layer"@en ; schema1:description "A platform-independent layer of semantics, rules, ownership, operations, provenance, users, access, and assets that supports AI-ready work."@en ; schema1:name "Enterprise Context Layer"@en ; rdfs:comment "A platform-independent layer of semantics, rules, ownership, operations, provenance, users, access, and assets that supports AI-ready work."@en ; sm:hasComponent sm:operationalStateComponent, sm:provenanceComponent, sm:rulesPoliciesOwnershipComponent, sm:semanticsComponent, sm:usersAccessAssetsComponent . sm:queryExamplesSection a schema1:ArticleSection ; rdfs:label "Executable SPARQL recipes"@en ; schema1:description "Generated executable SPARQL recipes over the companion RDF graph."@en ; schema1:hasPart sm:query-context-components, sm:query-governance-domains, sm:query-metrics, sm:query-vendor-strategies ; schema1:isPartOf sm:article ; schema1:name "Executable SPARQL recipes"@en ; rdfs:comment "Generated executable SPARQL recipes over the companion RDF graph."@en . sm:article a schema1:Article, schema1:TechArticle ; rdfs:label "Gartner Data & Analytics London May 2026: My Honest No-BS Takeaways"@en ; schema1:about sm:enterpriseContextLayer, sm:gartnerDataAnalyticsLondon2026 ; schema1:articleSection "Data and analytics conference takeaways"@en ; schema1:author ; schema1:datePublished "2026-05-20"^^xsd:date ; schema1:description "Juan Sequeda's trip report on Gartner Data & Analytics London covering foundations, context, vendor strategy, governance, methodologies, and community."@en ; schema1:hasPart sm:communitySection, sm:contextSection, sm:faq, sm:foundationsSection, sm:gartnerLondonCatalog, sm:glossary, sm:governanceSection, sm:howto, sm:methodologySection, sm:query-context-components, sm:query-governance-domains, sm:query-metrics, sm:query-vendor-strategies, sm:queryExamplesSection, sm:vendorStrategySection ; schema1:headline "Gartner Data & Analytics London May 2026: My Honest No-BS Takeaways"@en ; schema1:mentions sm:andresGarciaRodeja, sm:anuragRaj, sm:danielCota, sm:dataContractConcept, sm:ehtishamZaidi, sm:governanceSingularity, sm:ironThreadMethodology, sm:knowledgeGraphConcept, sm:malcolmHawker, sm:mirceaDanciulescu, sm:ontologyConcept, sm:operationalStateComponent, sm:payAsYouGoMethodology, sm:policyAsCodeConcept, sm:policyAsCodeFrame, sm:provenanceComponent, sm:robertThanaraj, sm:roxaneEdjlali, sm:rulesPoliciesOwnershipComponent, sm:sanjeevMohan, sm:semanticLayerConcept, sm:semanticsComponent, sm:serviceNow, sm:usersAccessAssetsComponent ; schema1:name "Gartner Data & Analytics London May 2026: My Honest No-BS Takeaways"@en ; schema1:url ; rdfs:comment "Juan Sequeda's trip report on Gartner Data & Analytics London covering foundations, context, vendor strategy, governance, methodologies, and community."@en ; sm:hasArchetype sm:aiCautious, sm:aiFirst, sm:aiOpportunistic ; sm:hasGovernanceDomain sm:governanceFrame ; sm:hasMetric sm:metric-ai-agent-cost-concern-da-ai, sm:metric-ai-agent-cost-concern-it, sm:metric-ai-finops-guardrails, sm:metric-ai-roi-2025, sm:metric-architecture-overhaul, sm:metric-data-engineering-effective, sm:metric-governance-ai-lead, sm:metric-knowledge-engineering-start-bi, sm:metric-knowledge-engineering-start-kg ; sm:hasVendorStrategy sm:applicationCentricStrategy, sm:cspCentricStrategy, sm:isvCentricStrategy, sm:tieredVendorStrategy . sm: a owl:Ontology ; rdfs:label "Gartner London 2026 context and governance ontology"@en ; schema1:description "A lightweight ontology and representative data model for Juan Sequeda's Gartner Data & Analytics London May 2026 takeaways."@en ; schema1:identifier ; schema1:name "Gartner London 2026 context and governance ontology"@en ; schema1:url ; rdfs:comment "A lightweight ontology and representative data model for Juan Sequeda's Gartner Data & Analytics London May 2026 takeaways."@en .