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/21/#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/aviz-networks-explains-how-to-build-ai-era-networking-fabrics/#blogposting",
      "@type": "BlogPosting",
      "headline": "AVIZ Networks Explains How to Build AI-Era Networking Fabrics",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/deciding-the-future-building-new-networks-for-the-ai-era"
      },
      "url": "https://decisioninsights.ai/aviz-networks-explains-how-to-build-ai-era-networking-fabrics/"
    },
    {
      "@id": "https://decisioninsights.ai/microsoft-and-tokens-per-watt-metric:-post-links-network-standardization-to-ai-serving-costs/#blogposting",
      "@type": "BlogPosting",
      "headline": "Microsoft and Tokens-Per-Watt Metric: Post Links Network Standardization to AI Serving Costs",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/from-locked-stacks-to-ai-native-networks-standards-drive-cogs-down"
      },
      "url": "https://decisioninsights.ai/microsoft-and-tokens-per-watt-metric:-post-links-network-standardization-to-ai-serving-costs/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-podcast-outlines-how-ai-changes-networking-strategy/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks podcast outlines how AI changes networking strategy",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/ep3-deciding-the-future-building-new-networks-for-the-ai-era"
      },
      "url": "https://decisioninsights.ai/aviz-networks-podcast-outlines-how-ai-changes-networking-strategy/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-details-ones-asn-and-network-copilot-on-red-hat/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks Details ONES, ASN, and Network Copilot on Red Hat",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/orchestrating-the-ai-factory-with-visibility-and-control"
      },
      "url": "https://decisioninsights.ai/aviz-networks-details-ones-asn-and-network-copilot-on-red-hat/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-outlines-validation-and-operations-for-enterprise-sonic/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz outlines validation and operations for enterprise SONiC",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/7-hard-questions-about-sonic-and-the-enterprise-answers-that-actually-matter"
      },
      "url": "https://decisioninsights.ai/aviz-outlines-validation-and-operations-for-enterprise-sonic/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-podcast-details-how-ai-workloads-affect-networking-with-sonic-and-ai-ops/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks podcast details how AI workloads affect networking with SONiC and AI Ops",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/is-your-network-ready-for-ai-traffic-explosions"
      },
      "url": "https://decisioninsights.ai/aviz-networks-podcast-details-how-ai-workloads-affect-networking-with-sonic-and-ai-ops/"
    },
    {
      "@id": "https://decisioninsights.ai/dell-technologies-details-using-sonic-style-software-defined-networking-to-ready-enterprises-for-ai/#blogposting",
      "@type": "BlogPosting",
      "headline": "Dell Technologies details using SONiC-style software-defined networking to ready enterprises for AI",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/how-do-you-build-a-future-proof-network-that-works-today-and-tomorrow"
      },
      "url": "https://decisioninsights.ai/dell-technologies-details-using-sonic-style-software-defined-networking-to-ready-enterprises-for-ai/"
    },
    {
      "@id": "https://decisioninsights.ai/650-group-details-200b-outlook-for-ai-networking-driven-by-software-and-open-interoperability/#blogposting",
      "@type": "BlogPosting",
      "headline": "650 Group details $200B outlook for AI networking driven by software and open interoperability",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/the-tam-nobody-saw-coming-is-ai-networking-really-a-200b-opportunity"
      },
      "url": "https://decisioninsights.ai/650-group-details-200b-outlook-for-ai-networking-driven-by-software-and-open-interoperability/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-outlines-education-networking-updates-for-private-ai-compliance-and-sonic/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz outlines education networking updates for private AI, compliance, and SONiC",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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-ready-education-networks-without-vendor-lock-in"
      },
      "url": "https://decisioninsights.ai/aviz-outlines-education-networking-updates-for-private-ai-compliance-and-sonic/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-details-sonic-observability-and-on-premise-ai-for-federal-networks/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz details SONiC, observability, and on-premise AI for federal networks",
      "isBasedOn": {
        "@type": "CreativeWork",
        "url": "https://aviznetworks.com/resources/blogs/mission-critical-federal-networks-ai-ready-modernization"
      },
      "url": "https://decisioninsights.ai/aviz-details-sonic-observability-and-on-premise-ai-for-federal-networks/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-outlines-private-ai-compliance-unified-observability-and-sonic-networking/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz outlines private AI compliance, unified observability and SONiC networking",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/how-can-banking-and-fintech-networks-modernize-with-ai"
      },
      "url": "https://decisioninsights.ai/aviz-outlines-private-ai-compliance-unified-observability-and-sonic-networking/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-outlines-on-prem-ai-packet-visibility-and-sonic-scaling-for-healthcare/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz outlines on-prem AI, packet visibility, and SONiC scaling for healthcare",
      "isBasedOn": {
        "@type": "CreativeWork",
        "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/healthcare-networks-ai-security-compliance"
      },
      "url": "https://decisioninsights.ai/aviz-outlines-on-prem-ai-packet-visibility-and-sonic-scaling-for-healthcare/"
    }
  ],
  "url": "https://decisioninsights.ai/term/ai-infrastructure/page/21/"
}
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.",
  "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/21/",
      "name": "AI infrastructure",
      "position": 3
    }
  ]
}
CollectionPage 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/ai-infrastructure/page/21/",
  "@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/21/#definedterm"
  },
  "name": "AI infrastructure",
  "sdDatePublished": "2026-09-08",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/ai-infrastructure/page/21/"
}
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 AVIZ Networks Explains How to Build AI-Era Networking Fabrics BlogPosting Microsoft and Tokens-Per-Watt Metric: Post Links Network Standardization to AI Serving Costs BlogPosting Aviz Networks podcast outlines how AI changes networking strategy 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 AVIZ Networks Explains How to Build AI-Era Networking Fabrics https://decisioninsights.ai/aviz-networks-explains-how-to-build-ai-era-networking-fabrics/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/deciding-the-future-building-new-networks-for-the-ai-era

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