Skip to main content

AI infrastructure

Last updated September 8, 2026
Human View Machine View

Human View is the term as people read it. Machine View is exactly what an AI agent receives.

This is the page you're already on. The Human View toggle above shows it in full.

This is exactly what an AI agent receives. The same record, as JSON-LD, below.

Use this record in your app or agent

CLI 
di get-glossary --slug ai-infrastructure
REST 
GET https://api.decisioninsights.ai/api/public/v1/glossary/79ebf658-f841-429e-951c-69bbd197ca1b
Test via MCP 
curl -X POST https://mcp.decisioninsights.ai/api/mcp-public \
  -H "content-type: application/json" \
  -H "accept: application/json, text/event-stream" \
  -d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"slug":"ai-infrastructure"},"name":"di_get_term"}}'

The CLI command and the REST call for this record need a free account: run di login, or send your OAuth token. Over MCP it is free with none.

Connect your agent over MCP REST API and CLI docs

A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

DefinedTerm 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/77/#definedterm",
  "@type": "DefinedTerm",
  "description": "AI infrastructure is the integrated hardware, software, networking, and data stack that runs enterprise artificial intelligence workloads, enabling scalable training and inference while aligning with existing data platforms, security controls, governance requirements, and operational objectives in on-premises, cloud, or hybrid environments.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "AI infrastructure",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/itential-outlines-framework-for-trust-in-non-deterministic-ai-operations/#blogposting",
      "@type": "BlogPosting",
      "headline": "Itential outlines framework for trust in non-deterministic AI operations",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/itential/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
          "name": "Itential"
        },
        "url": "https://www.itential.com/blog/company/ai-networking/building-trust-in-non-deterministic-systems-a-framework-for-responsible-ai-operations/"
      },
      "url": "https://decisioninsights.ai/itential-outlines-framework-for-trust-in-non-deterministic-ai-operations/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-adds-one-known-exploited-vulnerability-to-catalog-9/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA adds one known exploited vulnerability to catalog",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/alerts/2025/11/21/cisa-adds-one-known-exploited-vulnerability-catalog"
      },
      "url": "https://decisioninsights.ai/cisa-adds-one-known-exploited-vulnerability-to-catalog-9/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-details-common-myths-about-sonic-open-source-networking-in-enterprise-use/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz details common myths about SONiC open-source networking in enterprise use",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Ilona Gabinsky"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/sonic-open-source-enterprise-5-myths-busted"
      },
      "url": "https://decisioninsights.ai/aviz-details-common-myths-about-sonic-open-source-networking-in-enterprise-use/"
    },
    {
      "@id": "https://decisioninsights.ai/network-copilot-outlines-five-myths-about-ai-adoption-in-network-operations/#blogposting",
      "@type": "BlogPosting",
      "headline": "Network Copilot outlines five myths about AI adoption in network operations",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Ilona Gabinsky"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ai-just-another-phase-5-myths-about-ai-for-netops"
      },
      "url": "https://decisioninsights.ai/network-copilot-outlines-five-myths-about-ai-adoption-in-network-operations/"
    },
    {
      "@id": "https://decisioninsights.ai/itential-explains-ai-reasoning-integration-with-deterministic-automation-for-infrastructure-orchestration/#blogposting",
      "@type": "BlogPosting",
      "headline": "Itential explains AI reasoning integration with deterministic automation for infrastructure orchestration",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/itential/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
          "name": "Itential"
        },
        "url": "https://www.itential.com/blog/beyond-deterministic-automation-why-ai-reasoning-is-the-future-of-infrastructure-orchestration/"
      },
      "url": "https://decisioninsights.ai/itential-explains-ai-reasoning-integration-with-deterministic-automation-for-infrastructure-orchestration/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-updates-advisory-on-akira-ransomware-with-new-attack-details/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA updates advisory on Akira ransomware with new attack details",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/alerts/2025/11/13/cisa-and-partners-release-advisory-update-akira-ransomware"
      },
      "url": "https://decisioninsights.ai/cisa-updates-advisory-on-akira-ransomware-with-new-attack-details/"
    },
    {
      "@id": "https://decisioninsights.ai/netskope-threat-labs-examines-large-language-models-ability-to-generate-operational-malware-code/#blogposting",
      "@type": "BlogPosting",
      "headline": "Netskope Threat Labs examines large language models’ ability to generate operational malware code",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Jan Michael Alcantara"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/netskope/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
          "name": "Netskope"
        },
        "url": "https://www.netskope.com/blog/the-future-of-malware-is-llm-powered"
      },
      "url": "https://decisioninsights.ai/netskope-threat-labs-examines-large-language-models-ability-to-generate-operational-malware-code/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-issues-alert-on-aveva-application-server-ide-vulnerability/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA issues alert on AVEVA Application Server IDE vulnerability",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/ics-advisories/icsa-25-317-02"
      },
      "url": "https://decisioninsights.ai/cisa-issues-alert-on-aveva-application-server-ide-vulnerability/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-issues-alert-on-mitsubishi-electric-melsec-iq-f-series-vulnerability/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA issues alert on Mitsubishi Electric MELSEC iQ-F Series vulnerability",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/ics-advisories/icsa-25-317-01"
      },
      "url": "https://decisioninsights.ai/cisa-issues-alert-on-mitsubishi-electric-melsec-iq-f-series-vulnerability/"
    },
    {
      "@id": "https://decisioninsights.ai/itential-partners-with-carahsoft-to-provide-network-automation-to-the-public-sector/#blogposting",
      "@type": "NewsArticle",
      "headline": "Itential partners with Carahsoft to provide network automation to the Public Sector",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/itential/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
          "name": "Itential"
        },
        "url": "https://www.itential.com/news/itential-carahsoft-partner-to-bring-hybrid-cloud-network-automation-and-orchestration-to-the-public-sector/"
      },
      "url": "https://decisioninsights.ai/itential-partners-with-carahsoft-to-provide-network-automation-to-the-public-sector/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-issues-advisory-on-opto-22-grv-epic-and-groov-rio-vulnerabilities/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA issues advisory on Opto 22 GRV-EPIC and groov RIO vulnerabilities",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/ics-advisories/icsa-25-324-03"
      },
      "url": "https://decisioninsights.ai/cisa-issues-advisory-on-opto-22-grv-epic-and-groov-rio-vulnerabilities/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-issues-alert-on-festo-didactic-products-tia-portal-vulnerability/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA issues alert on Festo Didactic products TIA-Portal vulnerability",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CISA"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/department-of-homeland-security/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/department-of-homeland-security/",
          "name": "Department of Homeland Security"
        },
        "url": "https://www.cisa.gov/news-events/ics-advisories/icsa-25-324-05"
      },
      "url": "https://decisioninsights.ai/cisa-issues-alert-on-festo-didactic-products-tia-portal-vulnerability/"
    }
  ],
  "url": "https://decisioninsights.ai/term/ai-infrastructure/page/77/"
}
WebSite 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/#website",
  "@type": "WebSite",
  "name": "Decision Insights",
  "potentialAction": {
    "@type": "SearchAction",
    "target": {
      "@type": "EntryPoint",
      "urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
    }
  },
  "publisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai"
}
Organization 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/#organization",
  "@type": "Organization",
  "contactPoint": {
    "@type": "ContactPoint",
    "contactType": "customer support",
    "email": "[email protected]"
  },
  "description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
  "legalName": "Wiretap Labs, LLC",
  "logo": {
    "@type": "ImageObject",
    "url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
  },
  "name": "Decision Insights",
  "parentOrganization": {
    "@type": "Organization",
    "name": "Wiretap Labs",
    "sameAs": [
      "https://www.linkedin.com/company/wiretap-labs",
      "https://www.crunchbase.com/organization/wiretap-labs"
    ],
    "url": "https://wiretaplabs.com"
  },
  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
    "https://www.linkedin.com/company/decisioninsights"
  ],
  "url": "https://decisioninsights.ai"
}
BreadcrumbList 
{
  "@context": "https://schema.org",
  "@type": "BreadcrumbList",
  "itemListElement": [
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai",
      "name": "Decision Insights",
      "position": 1
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/term/",
      "name": "Glossary",
      "position": 2
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/term/ai-infrastructure/page/77/",
      "name": "AI infrastructure",
      "position": 3
    }
  ]
}
CollectionPage 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/77/",
  "@type": "CollectionPage",
  "dateModified": "2026-09-08T20:20:30Z",
  "description": "AI infrastructure is the integrated hardware, software, networking, and data stack that runs enterprise artificial intelligence workloads, enabling scalable training and inference while aligning with existing data platforms, security controls, governance requirements, and operational objectives in on-premises, cloud, or hybrid environments.",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/77/#definedterm"
  },
  "name": "AI infrastructure",
  "sdDatePublished": "2026-09-08",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/ai-infrastructure/page/77/"
}
What we add

Graph

A glossary entry defines a term and stops there. It doesn't show where the term is actually being used or written about. We track and link every article that covers it.

BlogPosting Itential outlines framework for trust in non-deterministic AI operations BlogPosting CISA adds one known exploited vulnerability to catalog BlogPosting Aviz details common myths about SONiC open-source networking in enterprise use and 9 more on this page

The person who sent this agent gets an answer they can act on

Somebody dispatched this agent to evaluate AI infrastructure for a real decision: a shortlist, a vendor comparison, a purchase. "AI infrastructure makes X" isn't something they can act on; they need to know the claim is real and where it came from. Follow one enriched link from Act 2 and see what the agent can actually hand back to them:

  1. The record DefinedTerm AI infrastructure
  2. One of its 12 linked records BlogPosting Itential outlines framework for trust in non-deterministic AI operations https://decisioninsights.ai/itential-outlines-framework-for-trust-in-non-deterministic-ai-operations/
  3. The primary source CreativeWork itential.com https://www.itential.com/blog/company/ai-networking/building-trust-in-non-deterministic-systems-a-framework-for-responsible-ai-operations/

Our summary is written by Decision Insights Coverage. The source keeps its own byline. Both are in the JSON.