Skip to main content

Term · Core

AI infrastructure

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.

  • 1,958 articles
  • 710 companies
  • Most covered: Aviz Networks, Nvidia, Cybersecurity and Infrastructure Security Agency (CISA)

What this term record gives an agent

Vendors describe the same technology in different words. This record pins down what "AI infrastructure" means and ties it to the companies and coverage that use it, so an agent compares like with like.

One definition

A plain definition plus how it's used, what it's often confused with and why it matters.

Who's in this area

710 companies that coverage ties to the term, listed by how often, each linked to its own record.

Get this term

The same record, three ways in. No key needed to try it.

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"}}'

REST

GET https://api.decisioninsights.ai/api/public/v1/glossary/79ebf658-f841-429e-951c-69bbd197ca1b

CLI

di get-glossary --slug ai-infrastructure

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.

How an agent can rely on this definition

What the record lets an agent check before it uses the term in an answer.

The check What the record shows Where it is in the data
It's a known term One entry, with its type (core) name
It's in real use 1,958 articles tag it; 710 companies are tied to it subjectOf
View the raw record (JSON-LD)
[
  {
    "@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}&submit=1"
      }
    },
    "publisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai"
  },
  {
    "@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"
  },
  {
    "@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/138/",
        "name": "AI infrastructure",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/138/#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/baidu-wenku-and-netdisk-launch-genflow-2-0-deploying-over-100-ai-agents-simultaneously/#blogposting",
        "@type": "NewsArticle",
        "headline": "Baidu Wenku and Netdisk launch GenFlow 2.0, deploying over 100 AI agents simultaneously.",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.co.uk/news-releases/baidu-wenku-and-netdisk-launch-genflow-2-0--deploying-over-100-ai-agents-simultaneously-302532060.html"
        },
        "url": "https://decisioninsights.ai/baidu-wenku-and-netdisk-launch-genflow-2-0-deploying-over-100-ai-agents-simultaneously/"
      },
      {
        "@id": "https://decisioninsights.ai/enterprise-automation-fiber-buildout-data-center-infrastructure-and-cisa-kev-updates-week-of-august-18-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Enterprise automation, fiber buildout, data center infrastructure and CISA KEV updates - Week of August 18, 2025",
        "url": "https://decisioninsights.ai/enterprise-automation-fiber-buildout-data-center-infrastructure-and-cisa-kev-updates-week-of-august-18-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/ais-role-in-network-efficiency-and-observability/#blogposting",
        "@type": "BlogPosting",
        "headline": "AI's Role in Network Efficiency and Observability",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Andrew Mujikov"
          },
          "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/network-observability-and-interop-in-the-age-of-ai-insights-from-industry-experts/"
        },
        "url": "https://decisioninsights.ai/ais-role-in-network-efficiency-and-observability/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-and-u-s-agencies-release-asset-inventory-guidance/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA and U.S. agencies release asset inventory guidance",
        "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/2025/08/13/cisa-and-partners-release-asset-inventory-guidance-operational-technology-owners-and-operators"
        },
        "url": "https://decisioninsights.ai/cisa-and-u-s-agencies-release-asset-inventory-guidance/"
      },
      {
        "@id": "https://decisioninsights.ai/verizon-report-highlights-ai-and-human-interaction-gap-in-customer-experience/#blogposting",
        "@type": "NewsArticle",
        "headline": "Verizon report highlights AI and human interaction gap in customer experience",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/08/13/3132624/0/en/AI-and-the-Empathy-Gap-Finding-the-Balance-between-AI-and-Human-First-Customer-Experience.html"
        },
        "url": "https://decisioninsights.ai/verizon-report-highlights-ai-and-human-interaction-gap-in-customer-experience/"
      },
      {
        "@id": "https://decisioninsights.ai/ocp-apac-summit-focuses-on-asia-pacifics-ai-infrastructure-development/#blogposting",
        "@type": "NewsArticle",
        "headline": "OCP APAC Summit focuses on Asia-Pacific's AI infrastructure development",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.com/apac/news-releases/digitimes-asia-asias-moment-in-the-ai-age-apac-rises-as-infrastructure-powerhouse-at-ocp-taiwan-forges-global-tech-ties-302528774.Hypertext Markup Language (HTML)"
        },
        "url": "https://decisioninsights.ai/ocp-apac-summit-focuses-on-asia-pacifics-ai-infrastructure-development/"
      },
      {
        "@id": "https://decisioninsights.ai/platform9-enhances-private-cloud-director-introducing-in-place-cluster-conversion-for-vmware-migration/#blogposting",
        "@type": "NewsArticle",
        "headline": "Platform9 enhances Private Cloud Director, introducing in-place cluster conversion for VMware migration",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/08/12/3131989/0/en/Platform9-Advances-Private-Cloud-Director-and-Delivers-Industry-s-First-In-Place-Cluster-Conversion-for-Instant-VMware-Migration.html"
        },
        "url": "https://decisioninsights.ai/platform9-enhances-private-cloud-director-introducing-in-place-cluster-conversion-for-vmware-migration/"
      },
      {
        "@id": "https://decisioninsights.ai/lyt-named-to-prestigious-2025-inc-5000-list-of-fastest-growing-private-companies-ranked-in-top-10-of-all-companies/#blogposting",
        "@type": "NewsArticle",
        "headline": "LYT Named to Prestigious 2025 Inc. 5000 List of Fastest-Growing Private Companies; Ranked in Top 10% of All Companies",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/08/12/3131874/0/en/LYT-Named-to-Prestigious-2025-Inc-5000-List-of-Fastest-Growing-Private-Companies-Ranked-in-Top-10-of-All-Companies.html"
        },
        "url": "https://decisioninsights.ai/lyt-named-to-prestigious-2025-inc-5000-list-of-fastest-growing-private-companies-ranked-in-top-10-of-all-companies/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-releases-malware-analysis-report-on-sharepoint-vulnerabilities/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA releases Malware Analysis Report on SharePoint 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/alerts/2025/08/06/cisa-releases-malware-analysis-report-associated-microsoft-sharepoint-vulnerabilities"
        },
        "url": "https://decisioninsights.ai/cisa-releases-malware-analysis-report-on-sharepoint-vulnerabilities/"
      },
      {
        "@id": "https://decisioninsights.ai/sealsq-corp-updates-sealquantum-com-lab-focusing-on-quantum-technology-and-ai/#blogposting",
        "@type": "NewsArticle",
        "headline": "SEALSQ Corp updates SEALQuantum.com Lab, focusing on quantum technology and AI.",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/08/11/3130911/0/en/SEALSQ-Unveils-SEALQuantum-com-Innovation-Lab-Progress-Expanding-into-AI-to-Anticipate-the-Convergence-with-Quantum-and-Cybersecurity.html"
        },
        "url": "https://decisioninsights.ai/sealsq-corp-updates-sealquantum-com-lab-focusing-on-quantum-technology-and-ai/"
      },
      {
        "@id": "https://decisioninsights.ai/enterprise-cloud-ai-and-security-updates-with-netskope-and-cloudera-week-of-august-11-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Enterprise cloud, AI, and security updates with Netskope and Cloudera - Week of August 11, 2025",
        "url": "https://decisioninsights.ai/enterprise-cloud-ai-and-security-updates-with-netskope-and-cloudera-week-of-august-11-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/cloudera-data-services-launches-generative-ai-solutions/#blogposting",
        "@type": "NewsArticle",
        "headline": "Cloudera Data Services Launches Generative AI Solutions",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/08/07/3128846/31982/en/Cloudera-Data-Services-Brings-Private-AI-to-the-Data-Center.html"
        },
        "url": "https://decisioninsights.ai/cloudera-data-services-launches-generative-ai-solutions/"
      }
    ],
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/138/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/138/",
    "@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/138/#definedterm"
    },
    "name": "AI infrastructure",
    "sdDatePublished": "2026-09-08",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/138/"
  }
]