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Last updated September 24, 2026
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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 signals
REST 
GET https://api.decisioninsights.ai/api/public/v1/glossary/aff98d9f-57fd-4aa1-90e8-5e4a8dc37416
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":"signals"},"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 
{
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  "@type": "DefinedTerm",
  "description": "The full archive of enterprise technology signals: launches, funding, partnerships, advisories, and market moves across cloud, networking, cybersecurity, and AI.",
  "inDefinedTermSet": {
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    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Record",
  "subjectOf": [
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      "@id": "https://decisioninsights.ai/aviz-outlines-starting-multi-vendor-strategies-with-network-observability/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz outlines starting multi-vendor strategies with network observability",
      "isBasedOn": {
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        "author": {
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          "name": "Vishal Shukla"
        },
        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/love-the-idea-of-multi-vendor-but-dont-want-the-risk-start-with-network-visibility"
      },
      "url": "https://decisioninsights.ai/aviz-outlines-starting-multi-vendor-strategies-with-network-observability/"
    },
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        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/multi-vendor-sonic-creating-new-opportunities-for-the-enterprise"
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      "url": "https://decisioninsights.ai/linux-foundation-details-transition-of-sonic-to-multi-vendor-governance-model/"
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      "isBasedOn": {
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          "@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-details-opbnos-2-8-enhancements-for-network-monitoring-and-traffic-management/"
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      "isBasedOn": {
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        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/join-us-at-nvidia-gtc-a-must-watch-panel-on-ai-in-networking"
      },
      "url": "https://decisioninsights.ai/aviz-networks-details-ai-networking-solutions-at-nvidia-gtc-panel/"
    },
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      "@type": "BlogPosting",
      "headline": "Aviz details ONES 3.1 updates including NVIDIA Spectrum-X support and AI troubleshooting",
      "isBasedOn": {
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        "author": {
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          "name": "Kasinath Rajendran"
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          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/unveiling-new-capabilities-nvidia-spectrum-x-orchestration-for-small-networks-and-conversational-sonic-troubleshooting-meet-ones-3-1"
      },
      "url": "https://decisioninsights.ai/aviz-details-ones-3-1-updates-including-nvidia-spectrum-x-support-and-ai-troubleshooting/"
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          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ftas-2-2-release-unveiling-new-features-technical-enhancements-and-test-cases"
      },
      "url": "https://decisioninsights.ai/aviz-details-ftas-2-2-enhancements-for-testing-sonic-network-operating-system/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-details-subscriber-aware-load-balancing-on-nvidia-bluefield-3-dpu/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks details subscriber-aware load balancing on NVIDIA BlueField-3 DPU",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Aviz Team"
        },
        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/subscriber-aware-load-balancing-aviz-service-nodes-nvidia-bluefield-3-dpu"
      },
      "url": "https://decisioninsights.ai/aviz-networks-details-subscriber-aware-load-balancing-on-nvidia-bluefield-3-dpu/"
    },
    {
      "@id": "https://decisioninsights.ai/sunwave-communications-expands-presence-in-middle-east-with-mwc-doha-participation/#blogposting",
      "@type": "NewsArticle",
      "headline": "Sunwave communications expands presence in Middle East with MWC Doha participation",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "Cision"
        },
        "url": "https://www.prnewswire.co.uk/news-releases/sunwave-embarks-on-middle-east-exploration-with-mwc-doha-showcase-302627459.html"
      },
      "url": "https://decisioninsights.ai/sunwave-communications-expands-presence-in-middle-east-with-mwc-doha-participation/"
    },
    {
      "@id": "https://decisioninsights.ai/cyberratings-org-publishes-2025-enterprise-firewall-test-results-from-nss-labs/#blogposting",
      "@type": "NewsArticle",
      "headline": "CyberRatings.org publishes 2025 Enterprise Firewall test results from NSS Labs",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "CyberRatings.org"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/nss-labs/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/nss-labs/",
          "name": "NSS Labs"
        },
        "url": "https://cyberratings.org/cyberratings-org-and-nss-labs-announce-2025-enterprise-firewall-test-results/"
      },
      "url": "https://decisioninsights.ai/cyberratings-org-publishes-2025-enterprise-firewall-test-results-from-nss-labs/"
    },
    {
      "@id": "https://decisioninsights.ai/lenovo-expands-neptune-cooling-technology-for-lower-energy-use-in-data-centers/#blogposting",
      "@type": "NewsArticle",
      "headline": "Lenovo expands Neptune cooling technology for lower energy use in data centers",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "Cision"
        },
        "url": "https://www.prnewswire.com/in/news-releases/lenovo-neptune-powers-the-worlds-greenest-and-most-efficient-hpc--ai-systems-delivering-up-to-40-lower-energy-use-302627399.html"
      },
      "url": "https://decisioninsights.ai/lenovo-expands-neptune-cooling-technology-for-lower-energy-use-in-data-centers/"
    },
    {
      "@id": "https://decisioninsights.ai/netskope-outlines-universal-zero-trust-network-access-to-unify-local-and-remote-user-access/#blogposting",
      "@type": "BlogPosting",
      "headline": "Netskope outlines universal zero trust network access to unify local and remote user access",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Steve Riley"
        },
        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
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        },
        "url": "https://www.netskope.com/blog/universal-ztna-provides-a-frictionless-access-experience-for-all"
      },
      "url": "https://decisioninsights.ai/netskope-outlines-universal-zero-trust-network-access-to-unify-local-and-remote-user-access/"
    },
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      "@id": "https://decisioninsights.ai/netskope-details-ai-impact-on-enterprise-security-and-threats-for-2026/#blogposting",
      "@type": "BlogPosting",
      "headline": "Netskope details AI impact on enterprise security and threats for 2026",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Netskope Staff"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/netskope/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
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        },
        "url": "https://www.netskope.com/blog/ai-predictions-for-2026-from-netskope-threat-labs"
      },
      "url": "https://decisioninsights.ai/netskope-details-ai-impact-on-enterprise-security-and-threats-for-2026/"
    }
  ],
  "url": "https://decisioninsights.ai/term/signals/page/217/"
}
WebSite 
{
  "@context": "https://schema.org",
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  "@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",
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  "@type": "Organization",
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  "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",
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  },
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    "name": "Wiretap Labs",
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      "https://www.crunchbase.com/organization/wiretap-labs"
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    "url": "https://wiretaplabs.com"
  },
  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
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BreadcrumbList 
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      "position": 1
    },
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      "item": "https://decisioninsights.ai/term/",
      "name": "Glossary",
      "position": 2
    },
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      "name": "Record",
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    }
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}
CollectionPage 
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  "@type": "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 outlines starting multi-vendor strategies with network observability BlogPosting Linux Foundation details transition of SONiC to multi-vendor governance model BlogPosting Aviz details OPBNOS 2.8 enhancements for network monitoring and traffic management 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 Record for a real decision: a shortlist, a vendor comparison, a purchase. "Record 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 Record
  2. One of its 12 linked records BlogPosting Aviz outlines starting multi-vendor strategies with network observability https://decisioninsights.ai/aviz-outlines-starting-multi-vendor-strategies-with-network-observability/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/love-the-idea-of-multi-vendor-but-dont-want-the-risk-start-with-network-visibility 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.