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AI infrastructure

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.

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
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  "@type": "DefinedTerm",
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          "name": "Aviz Networks"
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        },
        "url": "https://aviznetworks.com/resources/blogs/unlocking-deep-network-observability-lessons-from-the-field"
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    },
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        },
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      },
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      "@id": "https://decisioninsights.ai/nvidia-details-spectrum-x-and-aviz-ones-integration-for-ai-network-management/#blogposting",
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          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
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        },
        "url": "https://aviznetworks.com/resources/blogs/accelerating-ai-networking-nvidia-spectrum-x-and-aviz-ones-integration"
      },
      "url": "https://decisioninsights.ai/nvidia-details-spectrum-x-and-aviz-ones-integration-for-ai-network-management/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-details-migration-process-to-sonic-open-network-operating-system/#blogposting",
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      "headline": "Aviz Networks details migration process to SONiC open network operating system",
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        },
        "url": "https://aviznetworks.com/resources/blogs/upgrading-your-network-why-more-operators-are-migrating-to-sonic"
      },
      "url": "https://decisioninsights.ai/aviz-networks-details-migration-process-to-sonic-open-network-operating-system/"
    },
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      "@id": "https://decisioninsights.ai/ironside-details-ai-assistant-functionality-in-ones-3-1-network-management-release/#blogposting",
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      "headline": "Ironside details AI Assistant functionality in ONES 3.1 network management release",
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        "url": "https://aviznetworks.com/resources/blogs/ones-ai-assistant-for-conversational-troubleshooting"
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    },
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      "@id": "https://decisioninsights.ai/vendor-details-ai-applications-and-challenges-in-network-telemetry/#blogposting",
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/from-hype-to-reality-navigating-the-challenges-of-ai-in-network-telemetry"
      },
      "url": "https://decisioninsights.ai/vendor-details-ai-applications-and-challenges-in-network-telemetry/"
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      "@type": "BlogPosting",
      "headline": "Cambium DARPA contract and Netskope Microsoft integrations highlight November 2025 developments - Week of November 17, 2025",
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      "@type": "BlogPosting",
      "headline": "Aviz Networks expands AI networking with partnerships and SONiC events in November 2025 - Week of November 17, 2025",
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    }
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}
WebSite
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  "@type": "WebSite",
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  "potentialAction": {
    "@type": "SearchAction",
    "target": {
      "@type": "EntryPoint",
      "urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
    }
  },
  "publisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
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}
Organization
{
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BreadcrumbList
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CollectionPage
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}
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 details challenges of legacy network observability and presents software-based platform BlogPosting Aviz Network Copilot details generative AI platform for enterprise network insights BlogPosting SONiC details features supporting scalable ai networking fabric for enterprises 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 details challenges of legacy network observability and presents software-based platform https://decisioninsights.ai/aviz-details-challenges-of-legacy-network-observability-and-presents-software-based-platform/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/the-status-quo-of-not-innovating-in-network-observability-5-reasons-why-incumbent-solutions-are-holding-you-back Original author: Vishal Shukla

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