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.

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/131/",
        "name": "AI infrastructure",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/131/#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/daily-intelligence-brief-capgemini-report-addresses-on-demand-technology-cost-challenges-and-budget-management-september-10-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Daily Intelligence Brief: Capgemini report addresses On-Demand technology cost challenges and budget management - September 10, 2025",
        "url": "https://decisioninsights.ai/daily-intelligence-brief-capgemini-report-addresses-on-demand-technology-cost-challenges-and-budget-management-september-10-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-enhances-enterprise-networking-with-ai-and-open-source-technologies-august-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks enhances enterprise networking with AI and open-source technologies - August 2025",
        "url": "https://decisioninsights.ai/aviz-networks-enhances-enterprise-networking-with-ai-and-open-source-technologies-august-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/daily-intelligence-brief-asml-invests-in-mistral-ai-mitsubishi-electric-acquires-nozomi-networks-september-10-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Daily Intelligence Brief: ASML invests in Mistral AI, Mitsubishi Electric acquires Nozomi Networks - September 10, 2025",
        "url": "https://decisioninsights.ai/daily-intelligence-brief-asml-invests-in-mistral-ai-mitsubishi-electric-acquires-nozomi-networks-september-10-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/avast-named-top-antivirus-for-windows-by-software-experts-in-september-2025/#blogposting",
        "@type": "NewsArticle",
        "headline": "Avast named top antivirus for Windows by Software Experts in September 2025",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.com/news-releases/best-antivirus-for-windows-september-2025-avast-awarded-top-pc-security-solution-by-software-experts-302551206"
        },
        "url": "https://decisioninsights.ai/avast-named-top-antivirus-for-windows-by-software-experts-in-september-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/hiawatha-open-source-web-server-has-identified-vulnerabilities-across-multiple-components/#blogposting",
        "@type": "BlogPosting",
        "headline": "Hiawatha open-source web server has identified vulnerabilities across multiple components.",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Summary by StringerAI"
          },
          "url": "https://decisioninsights.ai/advisory/vu461364-hiawatha-open-source-web-server-has-multiple-vulnerabilities/2025/09/"
        },
        "url": "https://decisioninsights.ai/hiawatha-open-source-web-server-has-identified-vulnerabilities-across-multiple-components/"
      },
      {
        "@id": "https://decisioninsights.ai/fujitsu-asml-mitsubishi-electric-recent-developments-september-9-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Fujitsu, ASML, Mitsubishi Electric: Recent Developments - September 9, 2025",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Generated by StringerAI - An Intelligence Brief from Decision Insights"
          },
          "url": "https://decisioninsights.ai/intelligence/brief/daily-intelligence-brief-fujitsu-asml-mitsubishi-electric-developments-september-9-2025/2025/09/"
        },
        "url": "https://decisioninsights.ai/fujitsu-asml-mitsubishi-electric-recent-developments-september-9-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/mlcommons-releases-mlperf-inference-v5-1-benchmark-suite/#blogposting",
        "@type": "NewsArticle",
        "headline": "MLCommons Releases MLPerf Inference v5.1 Benchmark Suite",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/09/09/3147136/0/en/MLCommons-Releases-New-MLPerf-Inference-v5-1-Benchmark-Results.html"
        },
        "url": "https://decisioninsights.ai/mlcommons-releases-mlperf-inference-v5-1-benchmark-suite/"
      },
      {
        "@id": "https://decisioninsights.ai/vu461364-hiawatha-open-source-web-server-has-multiple-vulnerabilities/#blogposting",
        "@type": "BlogPosting",
        "headline": "VU#461364: Hiawatha open-source web server has multiple vulnerabilities",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Laurie Tyzenhaus"
          },
          "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://kb.cert.org/vuls/id/461364"
        },
        "url": "https://decisioninsights.ai/vu461364-hiawatha-open-source-web-server-has-multiple-vulnerabilities/"
      },
      {
        "@id": "https://decisioninsights.ai/daily-intelligence-brief-fujitsu-asml-mitsubishi-electric-developments-september-9-2025/#blogposting",
        "@type": "BlogPosting",
        "headline": "Daily Intelligence Brief: Fujitsu, ASML, Mitsubishi Electric Developments - September 9, 2025",
        "url": "https://decisioninsights.ai/daily-intelligence-brief-fujitsu-asml-mitsubishi-electric-developments-september-9-2025/"
      },
      {
        "@id": "https://decisioninsights.ai/gigamon-unveils-gigamon-insights-delivering-ai-driven-guidance-for-it-operations-and-security-teams/#blogposting",
        "@type": "NewsArticle",
        "headline": "Gigamon unveils Gigamon Insights, delivering AI-driven guidance for IT operations and security teams.",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "GlobeNewswire"
          },
          "url": "https://www.globenewswire.com/news-release/2025/09/09/3147065/0/en/Gigamon-Unveils-Gigamon-Insights-Delivering-Instant-AI-Guidance-Powered-by-Network-Derived-Telemetry.html"
        },
        "url": "https://decisioninsights.ai/gigamon-unveils-gigamon-insights-delivering-ai-driven-guidance-for-it-operations-and-security-teams/"
      },
      {
        "@id": "https://decisioninsights.ai/onetrust-announces-ai-agents-and-new-capabilities-to-deliver-ai-ready-governance/#blogposting",
        "@type": "NewsArticle",
        "headline": "OneTrust Announces AI Agents and New Capabilities to Deliver AI-Ready Governance",
        "isBasedOn": {
          "@type": "CreativeWork",
          "sourceOrganization": {
            "@type": "Organization",
            "name": "Cision"
          },
          "url": "https://www.prnewswire.com/news-releases/onetrust-announces-ai-agents-and-new-capabilities-to-deliver-ai-ready-governance-302550774.html"
        },
        "url": "https://decisioninsights.ai/onetrust-announces-ai-agents-and-new-capabilities-to-deliver-ai-ready-governance/"
      },
      {
        "@id": "https://decisioninsights.ai/fujitsu-develops-reconstruction-technology-for-generative-ai-aiming-at-power-efficient-ai-models-based-on-takane-llm/#blogposting",
        "@type": "BlogPosting",
        "headline": "Fujitsu develops reconstruction technology for Generative AI aiming at power-efficient AI models based on Takane LLM",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Summary by StringerAI"
          },
          "url": "https://decisioninsights.ai/announcements/fujitsu-develops-generative-ai-reconstruction-technology-for-optimized-and-energy-efficient-ai-models-based-on-takane-llm/2025/09/"
        },
        "url": "https://decisioninsights.ai/fujitsu-develops-reconstruction-technology-for-generative-ai-aiming-at-power-efficient-ai-models-based-on-takane-llm/"
      }
    ],
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/131/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/131/",
    "@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/131/#definedterm"
    },
    "name": "AI infrastructure",
    "sdDatePublished": "2026-09-08",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/ai-infrastructure/page/131/"
  }
]