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Record

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 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.

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/signals/page/186/#definedterm",
  "@type": "DefinedTerm",
  "description": "The full archive of enterprise technology signals: launches, funding, partnerships, advisories, and market moves across cloud, networking, cybersecurity, and AI.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Record",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/aviz-details-service-node-for-4g-and-5g-subscriber-visibility/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz details Service Node for 4G and 5G subscriber visibility",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Subhiksha Devarajan"
        },
        "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-aviz-service-node-enables-seamless-4g-to-5g-control-plane-handover-for-continuous-subscriber-visibility"
      },
      "url": "https://decisioninsights.ai/aviz-details-service-node-for-4g-and-5g-subscriber-visibility/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-outlines-ones-workflow-for-brownfield-spectrum-x-deployments/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks outlines ONES workflow for brownfield Spectrum X deployments",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Pramod Taramatta"
        },
        "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/brownfield-migration-aviz-ones"
      },
      "url": "https://decisioninsights.ai/aviz-networks-outlines-ones-workflow-for-brownfield-spectrum-x-deployments/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-ones-details-ai-processing-of-offline-device-logs/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz ONES details AI processing of offline device logs",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Madhu Paluru"
        },
        "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-driven-processing-of-offline-device-logs-for-inventory-and-troubleshooting"
      },
      "url": "https://decisioninsights.ai/aviz-ones-details-ai-processing-of-offline-device-logs/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-outlines-ones-automation-for-spectrum-x-fabrics/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks outlines ONES automation for Spectrum X fabrics",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Aditya Somvanshi"
        },
        "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/ip-clos-nvidia-spectrum-x"
      },
      "url": "https://decisioninsights.ai/aviz-networks-outlines-ones-automation-for-spectrum-x-fabrics/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-ones-outlines-rule-enforcement-and-ntp-drift-monitoring-in-4-0/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz ONES outlines rule enforcement and NTP drift monitoring in 4.0",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Keerthi Chukka"
        },
        "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/ones-4-0-proactive-network-assurance-that-prevents-issues-before-they-impact"
      },
      "url": "https://decisioninsights.ai/aviz-ones-outlines-rule-enforcement-and-ntp-drift-monitoring-in-4-0/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-outlines-ones-approach-for-gpu-scaling/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks outlines ONES approach for GPU scaling",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Uttej mochi"
        },
        "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/scaling-without-disruption-aviz-ones-multi-tenant-gpu"
      },
      "url": "https://decisioninsights.ai/aviz-networks-outlines-ones-approach-for-gpu-scaling/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-details-ones-3-1-gui-fabric-orchestration/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks details ONES 3.1 GUI fabric orchestration",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Aviz Networks"
        },
        "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/aviz-ones-3-1-release"
      },
      "url": "https://decisioninsights.ai/aviz-networks-details-ones-3-1-gui-fabric-orchestration/"
    },
    {
      "@id": "https://decisioninsights.ai/cisa-alerts-to-uefi-iommu-initialization-flaw-on-some-motherboards/#blogposting",
      "@type": "BlogPosting",
      "headline": "CISA alerts to UEFI IOMMU initialization flaw on some motherboards",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Vijay Sarvepalli"
        },
        "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/382314"
      },
      "url": "https://decisioninsights.ai/cisa-alerts-to-uefi-iommu-initialization-flaw-on-some-motherboards/"
    },
    {
      "@id": "https://decisioninsights.ai/fortinet-partners-with-arista-networks-on-secure-ai-data-center-solution/#blogposting",
      "@type": "NewsArticle",
      "headline": "Fortinet partners with Arista Networks on Secure AI data center solution",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/12/17/3207017/0/en/Fortinet-and-Arista-Networks-Announce-Joint-Secure-AI-Data-Center-Solution.html"
      },
      "url": "https://decisioninsights.ai/fortinet-partners-with-arista-networks-on-secure-ai-data-center-solution/"
    },
    {
      "@id": "https://decisioninsights.ai/docker-inc-makes-hardened-images-free-and-open/#blogposting",
      "@type": "NewsArticle",
      "headline": "Docker, Inc. makes hardened images free and open",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/12/17/3207012/0/en/Docker-Makes-Hardened-Images-Free-Open-and-Transparent-for-Everyone.html"
      },
      "url": "https://decisioninsights.ai/docker-inc-makes-hardened-images-free-and-open/"
    },
    {
      "@id": "https://decisioninsights.ai/haproxy-technologies-releases-haproxy-3-3-and-community-performance-packages/#blogposting",
      "@type": "NewsArticle",
      "headline": "HAProxy Technologies releases HAProxy 3.3 and community performance packages",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/12/17/3206994/0/en/HAProxy-Technologies-Announces-Availability-of-HAProxy-Community-Performance-Packages-Compiled-with-AWS-LC.html"
      },
      "url": "https://decisioninsights.ai/haproxy-technologies-releases-haproxy-3-3-and-community-performance-packages/"
    },
    {
      "@id": "https://decisioninsights.ai/ribbon-communications-inc-partners-with-techland-to-upgrade-nasstar-network/#blogposting",
      "@type": "NewsArticle",
      "headline": "Ribbon Communications Inc. partners with Techland to upgrade Nasstar network",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "Cision"
        },
        "url": "https://www.prnewswire.co.uk/news-releases/nasstar-taps-ribbon-to-power-uk-voice-network-transformation-for-cloud-era-302643934.html"
      },
      "url": "https://decisioninsights.ai/ribbon-communications-inc-partners-with-techland-to-upgrade-nasstar-network/"
    }
  ],
  "url": "https://decisioninsights.ai/term/signals/page/186/"
}
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/signals/page/186/",
      "name": "Record",
      "position": 3
    }
  ]
}
CollectionPage
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/signals/page/186/",
  "@type": "CollectionPage",
  "dateModified": "2026-09-24T01:51:41Z",
  "description": "The full archive of enterprise technology signals: launches, funding, partnerships, advisories, and market moves across cloud, networking, cybersecurity, and AI.",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/term/signals/page/186/#definedterm"
  },
  "name": "Record",
  "sdDatePublished": "2026-09-24",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/signals/page/186/"
}
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 Service Node for 4G and 5G subscriber visibility BlogPosting Aviz Networks outlines ONES workflow for brownfield Spectrum X deployments BlogPosting Aviz ONES details AI processing of offline device logs 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 details Service Node for 4G and 5G subscriber visibility https://decisioninsights.ai/aviz-details-service-node-for-4g-and-5g-subscriber-visibility/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/how-aviz-service-node-enables-seamless-4g-to-5g-control-plane-handover-for-continuous-subscriber-visibility Original author: Subhiksha Devarajan

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