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.

Connect your agent (MCP) REST API and CLI docs

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/98/",
        "name": "AI infrastructure",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/98/#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/siemens-altar-grid-engine-security-vulnerabilities-update/#blogposting",
        "@type": "BlogPosting",
        "headline": "Siemens Altar Grid Engine Security Vulnerabilities Update",
        "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-25-317-16"
        },
        "url": "https://decisioninsights.ai/siemens-altar-grid-engine-security-vulnerabilities-update/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-stops-updating-siemens-product-vulnerabilities/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA Stops Updating Siemens Product 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-25-317-17"
        },
        "url": "https://decisioninsights.ai/cisa-stops-updating-siemens-product-vulnerabilities/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-stops-updating-siemens-ics-security-advisories-2/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA Stops Updating Siemens ICS Security Advisories",
        "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-25-317-15"
        },
        "url": "https://decisioninsights.ai/cisa-stops-updating-siemens-ics-security-advisories-2/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-ceases-security-advisories-for-siemens-sicam-p850-p855-products/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA Ceases Security Advisories for Siemens SICAM P850, P855 Products",
        "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-25-317-11"
        },
        "url": "https://decisioninsights.ai/cisa-ceases-security-advisories-for-siemens-sicam-p850-p855-products/"
      },
      {
        "@id": "https://decisioninsights.ai/siemens-stops-updating-ics-security-advisories-for-logo-8-bm-devices/#blogposting",
        "@type": "BlogPosting",
        "headline": "Siemens Stops Updating ICS Security Advisories for LOGO! 8 BM Devices",
        "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-25-317-13"
        },
        "url": "https://decisioninsights.ai/siemens-stops-updating-ics-security-advisories-for-logo-8-bm-devices/"
      },
      {
        "@id": "https://decisioninsights.ai/rockwell-automation-reports-path-traversal-vulnerability-in-aadvance-trusted-sis-workstation/#blogposting",
        "@type": "BlogPosting",
        "headline": "Rockwell Automation Reports Path Traversal Vulnerability in AADvance-Trusted SIS Workstation",
        "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-25-317-10"
        },
        "url": "https://decisioninsights.ai/rockwell-automation-reports-path-traversal-vulnerability-in-aadvance-trusted-sis-workstation/"
      },
      {
        "@id": "https://decisioninsights.ai/cisa-issues-advisory-update-on-akira-ransomware-threats/#blogposting",
        "@type": "BlogPosting",
        "headline": "CISA Issues Advisory Update on Akira Ransomware Threats",
        "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-issues-advisory-update-on-akira-ransomware-threats/"
      },
      {
        "@id": "https://decisioninsights.ai/world-quality-report-2025-ai-adoption-surges-in-quality-engineering-but-enterprise-level-scaling-remains-elusive/#blogposting",
        "@type": "NewsArticle",
        "headline": "World Quality Report 2025: AI adoption surges in Quality Engineering, but enterprise-level scaling remains elusive",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.com/news-releases/world-quality-report-2025-ai-adoption-surges-in-quality-engineering-but-enterprise-level-scaling-remains-elusive-302614772.html"
        },
        "url": "https://decisioninsights.ai/world-quality-report-2025-ai-adoption-surges-in-quality-engineering-but-enterprise-level-scaling-remains-elusive/"
      },
      {
        "@id": "https://decisioninsights.ai/daily-genai-users-see-higher-pay-job-security-and-productivity-while-a-third-of-the-global-workforce-regularly-feel-overwhelmed-pwc/#blogposting",
        "@type": "NewsArticle",
        "headline": "Daily GenAI users see higher pay, job security and productivity - while a third of the global workforce regularly feel overwhelmed: PwC",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "PwC"
          },
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.com/in/news-releases/daily-genai-users-see-higher-pay-job-security-and-productivity--while-a-third-of-the-global-workforce-regularly-feel-overwhelmed-pwc-302608869.html"
        },
        "url": "https://decisioninsights.ai/daily-genai-users-see-higher-pay-job-security-and-productivity-while-a-third-of-the-global-workforce-regularly-feel-overwhelmed-pwc/"
      },
      {
        "@id": "https://decisioninsights.ai/rocket-software-unveils-devops-advancements-to-enhance-developer-experience-and-address-skills-gap/#blogposting",
        "@type": "NewsArticle",
        "headline": "Rocket Software Unveils DevOps Advancements to Enhance Developer Experience and Address Skills Gap",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/11/12/3186162/0/en/Rocket-Software-Unveils-Next-Evolution-of-DevOps-Tools-That-Evolve-the-Developer-Experience-to-Bridge-IT-Skills-Gap-Across-Core-IT-Systems.html"
        },
        "url": "https://decisioninsights.ai/rocket-software-unveils-devops-advancements-to-enhance-developer-experience-and-address-skills-gap/"
      },
      {
        "@id": "https://decisioninsights.ai/microchip-technology-introduces-lan866x-10base-t1s-endpoint-devices-for-automotive-ethernet/#blogposting",
        "@type": "NewsArticle",
        "headline": "Microchip Technology introduces LAN866x 10BASE-T1S endpoint devices for automotive Ethernet",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/11/12/3186163/0/en/Advancing-Zonal-Architecture-with-10BASE-T1S-Endpoints-for-Smarter-Remote-Connectivity.html"
        },
        "url": "https://decisioninsights.ai/microchip-technology-introduces-lan866x-10base-t1s-endpoint-devices-for-automotive-ethernet/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-enhances-opbnos-with-r2-8-release-for-network-traffic-management/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Enhances OPBNOS with R2.8 Release for Network Traffic Management",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Abhishek Kumar"
          },
          "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/open-packet-broker-2-8-elevating-network-monitoring-and-performance"
        },
        "url": "https://decisioninsights.ai/aviz-enhances-opbnos-with-r2-8-release-for-network-traffic-management/"
      }
    ],
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/98/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/98/",
    "@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/98/#definedterm"
    },
    "name": "AI infrastructure",
    "sdDatePublished": "2026-09-08",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/98/"
  }
]