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Cloud Native

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 cloud-native
REST
GET https://api.decisioninsights.ai/api/public/v1/glossary/b677f9b1-c992-4d05-a742-ff14c2ca8a43
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":"cloud-native"},"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/cloud-native/page/4/#definedterm",
  "@type": "DefinedTerm",
  "description": "Cloud native is an approach to building and operating applications that uses containers, microservices, APIs, and automation on elastic cloud infrastructure, allowing enterprises to achieve scalable, resilient, and manageable systems across public, private, and hybrid cloud environments.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Cloud Native",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/commvault-achieves-aws-resilience-competency-status/#blogposting",
      "@type": "NewsArticle",
      "headline": "Commvault achieves AWS resilience competency status",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "Cision"
        },
        "url": "https://www.prnewswire.com/news-releases/commvault-achieves-aws-resilience-competency-status-302628468.html"
      },
      "url": "https://decisioninsights.ai/commvault-achieves-aws-resilience-competency-status/"
    },
    {
      "@id": "https://decisioninsights.ai/abi-research-projects-5g-network-slicing-market-to-reach-67-52-billion-by-2030/#blogposting",
      "@type": "NewsArticle",
      "headline": "ABI Research projects 5G network slicing market to reach $67.52 billion by 2030",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Alan Weissberger"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/ieee/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/ieee/",
          "name": "IEEE"
        },
        "url": "https://techblog.comsoc.org/2025/11/27/abi-research-5g-network-slicing-market-to-hit-67-52-billion-in-2030-with-asia-pacific-in-the-lead/"
      },
      "url": "https://decisioninsights.ai/abi-research-projects-5g-network-slicing-market-to-reach-67-52-billion-by-2030/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-appoints-justin-dustzadeh-of-equinix-to-technical-advisory-board/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks appoints Justin Dustzadeh of Equinix to technical advisory board",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
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          "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/aviz-welcomes-justin-dustzadeh-to-its-technical-advisory-board"
      },
      "url": "https://decisioninsights.ai/aviz-networks-appoints-justin-dustzadeh-of-equinix-to-technical-advisory-board/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-network-copilot-details-generative-ai-platform-for-enterprise-network-insights/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Network Copilot details generative AI platform for enterprise network insights",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Chid perumal"
        },
        "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/network-copilot-the-gen-ai-gateway-for-transforming-your-networks"
      },
      "url": "https://decisioninsights.ai/aviz-network-copilot-details-generative-ai-platform-for-enterprise-network-insights/"
    },
    {
      "@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-cloud-and-network-operations-week-of-november-10-2025/#blogposting",
      "@type": "BlogPosting",
      "headline": "Weekly Intelligence Brief on AI Cloud and Network Operations - Week of November 10, 2025",
      "url": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-cloud-and-network-operations-week-of-november-10-2025/"
    },
    {
      "@id": "https://decisioninsights.ai/telia-partners-with-nokia-to-enhance-5g-networks-2/#blogposting",
      "@type": "NewsArticle",
      "headline": "Telia partners with Nokia to enhance 5G networks",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/11/06/3182230/0/en/Telia-to-enhance-networks-with-Nokia-s-cloud-native-5G-standalone-core.html"
      },
      "url": "https://decisioninsights.ai/telia-partners-with-nokia-to-enhance-5g-networks-2/"
    },
    {
      "@id": "https://decisioninsights.ai/aqua-security-announces-leadership-transition-as-mike-dube-becomes-ceo/#blogposting",
      "@type": "NewsArticle",
      "headline": "Aqua Security announces leadership transition as Mike Dube becomes CEO",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/11/05/3181654/0/en/Aqua-Security-Announces-Leadership-Transition-as-Company-Enters-Its-Next-Phase-of-Growth.html"
      },
      "url": "https://decisioninsights.ai/aqua-security-announces-leadership-transition-as-mike-dube-becomes-ceo/"
    },
    {
      "@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-cloud-cybersecurity-and-telecom-week-of-september-15-2025/#blogposting",
      "@type": "BlogPosting",
      "headline": "Weekly Intelligence Brief on AI Cloud, Cybersecurity and Telecom - Week of September 15, 2025",
      "url": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-cloud-cybersecurity-and-telecom-week-of-september-15-2025/"
    },
    {
      "@id": "https://decisioninsights.ai/solo-io-launches-kagent-enterprise-for-ai-ready-kubernetes/#blogposting",
      "@type": "NewsArticle",
      "headline": "Solo.io Launches Kagent Enterprise for AI-Ready Kubernetes",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2025/09/15/3150169/0/en/Solo-io-Announces-Kagent-Enterprise-to-Bridge-the-Agentic-Infrastructure-Gap-Between-Kubernetes-and-AI.html"
      },
      "url": "https://decisioninsights.ai/solo-io-launches-kagent-enterprise-for-ai-ready-kubernetes/"
    },
    {
      "@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-telecom-and-cybersecurity-developments-week-of-september-15-2025/#blogposting",
      "@type": "BlogPosting",
      "headline": "Weekly Intelligence Brief on Telecom and Cybersecurity Developments - Week of September 15, 2025",
      "url": "https://decisioninsights.ai/weekly-intelligence-brief-on-telecom-and-cybersecurity-developments-week-of-september-15-2025/"
    },
    {
      "@id": "https://decisioninsights.ai/bristol-bay-cellular-partners-with-mavenir-to-enhance-alaskas-mobile-network/#blogposting",
      "@type": "BlogPosting",
      "headline": "Bristol Bay Cellular partners with Mavenir to enhance Alaska's mobile network",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Generated by StringerAI - An Intelligence Brief from Decision Insights"
        },
        "url": "https://decisioninsights.ai/intelligence/mavenir-expands-cloud-native-core-solutions-to-alaska-week-of-september-8-2025/2025/09/"
      },
      "url": "https://decisioninsights.ai/bristol-bay-cellular-partners-with-mavenir-to-enhance-alaskas-mobile-network/"
    },
    {
      "@id": "https://decisioninsights.ai/mavenir-expands-cloud-native-core-solutions-to-alaska-week-of-september-8-2025/#blogposting",
      "@type": "BlogPosting",
      "headline": "Mavenir expands cloud-native core solutions to Alaska - Week of September 8, 2025",
      "url": "https://decisioninsights.ai/mavenir-expands-cloud-native-core-solutions-to-alaska-week-of-september-8-2025/"
    }
  ],
  "url": "https://decisioninsights.ai/term/cloud-native/page/4/"
}
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.",
  "legalName": "Wiretap Labs, LLC",
  "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/cloud-native/page/4/",
      "name": "Cloud Native",
      "position": 3
    }
  ]
}
CollectionPage
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/cloud-native/page/4/",
  "@type": "CollectionPage",
  "dateModified": "2026-08-24T03:55:35Z",
  "description": "Cloud native is an approach to building and operating applications that uses containers, microservices, APIs, and automation on elastic cloud infrastructure, allowing enterprises to achieve scalable, resilient, and manageable systems across public, private, and hybrid cloud environments.",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/term/cloud-native/page/4/#definedterm"
  },
  "name": "Cloud Native",
  "sdDatePublished": "2026-08-24",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/cloud-native/page/4/"
}
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.

NewsArticle Commvault achieves AWS resilience competency status NewsArticle ABI Research projects 5G network slicing market to reach $67.52 billion by 2030 BlogPosting Aviz Networks appoints Justin Dustzadeh of Equinix to technical advisory board 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 Cloud Native for a real decision: a shortlist, a vendor comparison, a purchase. "Cloud Native 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 Cloud Native
  2. One of its 12 linked records NewsArticle Commvault achieves AWS resilience competency status https://decisioninsights.ai/commvault-achieves-aws-resilience-competency-status/
  3. The primary source CreativeWork prnewswire.com https://www.prnewswire.com/news-releases/commvault-achieves-aws-resilience-competency-status-302628468.html

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