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Record

Human View is the term as people read it. Machine View is exactly what an AI agent receives.

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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.

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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  "@id": "https://decisioninsights.ai/term/signals/page/237/#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": {
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    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Record",
  "subjectOf": [
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      "@id": "https://decisioninsights.ai/cisco-and-aviz-networks-discuss-efficient-ai-networking-strategies/#blogposting",
      "@type": "BlogPosting",
      "headline": "Cisco and Aviz Networks Discuss Efficient AI Networking Strategies",
      "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/building-efficient-networks-for-ai-cisco-and-aviz-networks-bootcamp-recap"
      },
      "url": "https://decisioninsights.ai/cisco-and-aviz-networks-discuss-efficient-ai-networking-strategies/"
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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/ones-4-0-how-enterprises-gain-control-and-observability-in-ai-networks"
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    },
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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/network-copilot-multi-controller-complexity"
      },
      "url": "https://decisioninsights.ai/aviz-networks-implements-network-copilot-to-simplify-network-management/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-network-copilot-r1-5-0-includes-collaborative-ai-for-network-operations/#blogposting",
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          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/aviz-network-copilot-r1-5-0-collaborative-ai-for-smarter-network-operations"
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          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/simplify-sonic-evaluations-with-ftas-3-1-your-vendor-agnostic-solution"
      },
      "url": "https://decisioninsights.ai/ftas-streamlines-sonic-evaluations-with-new-features/"
    },
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      "@id": "https://decisioninsights.ai/ones-4-0-proactive-network-assurance-catching-config-changes-and-ntp-drift-before-they-impact/#blogposting",
      "@type": "BlogPosting",
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          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ones-4-proactive-network-assurance-catching-config-changes-and-ntp-drift-before-they-impact"
      },
      "url": "https://decisioninsights.ai/ones-4-0-proactive-network-assurance-catching-config-changes-and-ntp-drift-before-they-impact/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-launches-partner-incentive-program/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks Launches Partner Incentive Program",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Aviz Team"
        },
        "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/partner-program-announcement-blog"
      },
      "url": "https://decisioninsights.ai/aviz-networks-launches-partner-incentive-program/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-ones-and-nvidia-spectrum-x-streamline-ai-fabric-orchestration/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz ONES and NVIDIA Spectrum-X Streamline AI Fabric Orchestration",
      "isBasedOn": {
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        "author": {
          "@type": "Person",
          "name": "Sutharsan S"
        },
        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ones-nvidia-spectrum-x-orchestrating-ai-fabrics"
      },
      "url": "https://decisioninsights.ai/aviz-ones-and-nvidia-spectrum-x-streamline-ai-fabric-orchestration/"
    },
    {
      "@id": "https://decisioninsights.ai/solarwinds-integration-with-network-copilot-enables-enhanced-network-insights/#blogposting",
      "@type": "BlogPosting",
      "headline": "SolarWinds Integration with Network Copilot Enables Enhanced Network Insights",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Nerissa Pereira"
        },
        "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/solarwinds-integration-network-copilot-unified-intelligence"
      },
      "url": "https://decisioninsights.ai/solarwinds-integration-with-network-copilot-enables-enhanced-network-insights/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-integrates-cisco-nexus-dashboard-with-network-copilot/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks Integrates Cisco Nexus Dashboard with Network Copilot",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
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          "name": "Rishab Haltore"
        },
        "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-data-to-decisions-how-nexus-dashboard-integration-supercharges-network-copilot"
      },
      "url": "https://decisioninsights.ai/aviz-networks-integrates-cisco-nexus-dashboard-with-network-copilot/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-ones-enhances-spectrum-x-network-visibility-and-performance/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz ONES Enhances Spectrum-X Network Visibility and Performance",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
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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/is-your-spectrum-x-network-truly-visible-end-to-end"
      },
      "url": "https://decisioninsights.ai/aviz-ones-enhances-spectrum-x-network-visibility-and-performance/"
    },
    {
      "@id": "https://decisioninsights.ai/why-context-engineering-matters-more-than-prompt-engineering-for-network-ai-agents/#blogposting",
      "@type": "BlogPosting",
      "headline": "Why Context Engineering Matters More than Prompt Engineering for Network AI Agents",
      "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/context-engineering-network-ai-agents"
      },
      "url": "https://decisioninsights.ai/why-context-engineering-matters-more-than-prompt-engineering-for-network-ai-agents/"
    }
  ],
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}
WebSite
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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",
  "contactPoint": {
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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": {
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  },
  "name": "Decision Insights",
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    "@type": "Organization",
    "name": "Wiretap Labs",
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      "https://www.crunchbase.com/organization/wiretap-labs"
    ],
    "url": "https://wiretaplabs.com"
  },
  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
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  ],
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}
BreadcrumbList
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      "position": 1
    },
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      "item": "https://decisioninsights.ai/term/",
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      "position": 2
    },
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}
CollectionPage
{
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  "dateModified": "2026-09-24T01:51:41Z",
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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 Cisco and Aviz Networks Discuss Efficient AI Networking Strategies BlogPosting ONES 4.0 Unveils Enhancements for AI Network Management BlogPosting Aviz Networks Implements Network Copilot™ to Simplify Network 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 Cisco and Aviz Networks Discuss Efficient AI Networking Strategies https://decisioninsights.ai/cisco-and-aviz-networks-discuss-efficient-ai-networking-strategies/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/building-efficient-networks-for-ai-cisco-and-aviz-networks-bootcamp-recap Original author: Andrew Mujikov

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