Skip to main content

Term · Topic

Automation

Automation is the use of technology to execute predefined tasks and workflows with minimal human intervention in software, hardware, and integrated systems. It matters in enterprises because it supports consistency, scalability, compliance, and efficiency across IT, security, and business operations.

  • 564 articles
  • 399 companies
  • Most covered: Aviz Networks, Itential, Sonic

What this term record gives an agent

Vendors describe the same technology in different words. This record pins down what "Automation" means and ties it to the companies and coverage that use it, so an agent compares like with like.

One definition

A plain definition plus how it's used, what it's often confused with and why it matters.

Who's in this area

399 companies that coverage ties to the term, listed by how often, each linked to its own record.

Get this term

The same record, four ways in. No key needed to try it.

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":"automation"},"name":"di_get_term"}}'

REST

GET https://api.decisioninsights.ai/api/public/v1/glossary/88303a29-8647-4ea7-b49b-47c2916dc7a2

CLI

di get-glossary --slug automation

JSON-LD

The schema.org markup this page publishes for search engines and AI agents, exactly as they read it.

[
  {
    "@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}&submit=1"
      }
    },
    "publisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai"
  },
  {
    "@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"
  },
  {
    "@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/automation/page/23/",
        "name": "Automation",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/23/#definedterm",
    "@type": "DefinedTerm",
    "description": "Automation is the use of technology to execute predefined tasks and workflows with minimal human intervention in software, hardware, and integrated systems. It matters in enterprises because it supports consistency, scalability, compliance, and efficiency across IT, security, and business operations.",
    "inDefinedTermSet": {
      "@id": "https://decisioninsights.ai/term/#termset",
      "@type": "DefinedTermSet",
      "url": "https://decisioninsights.ai/term/"
    },
    "name": "Automation",
    "subjectOf": [
      {
        "@id": "https://decisioninsights.ai/linux-foundation-details-ftas-2-0-for-standardized-testing-in-sonic-multi-vendor-deployments/#blogposting",
        "@type": "BlogPosting",
        "headline": "Linux Foundation details FTAS 2.0 for standardized testing in SONiC multi-vendor deployments",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Naresh Kumar"
          },
          "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/ftas-2-0-enabling-customer-driven-quality-standards-for-multi-vendor-sonic-deployments"
        },
        "url": "https://decisioninsights.ai/linux-foundation-details-ftas-2-0-for-standardized-testing-in-sonic-multi-vendor-deployments/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-normalizing-sonic-for-multi-vendor-network-management/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details normalizing SONiC for multi-vendor network management",
        "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/why-normalizing-sonic-for-multi-vendor-network-infrastructure-is-important-and-how-to-do-it"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-normalizing-sonic-for-multi-vendor-network-management/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-outlines-partnership-with-ufispace-for-sonic-and-genai-network-solutions/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks outlines partnership with UfiSpace for SONiC and GenAI network solutions",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Neal Trieber"
          },
          "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-new-partner-launch-program-with-industry-leaders"
        },
        "url": "https://decisioninsights.ai/aviz-networks-outlines-partnership-with-ufispace-for-sonic-and-genai-network-solutions/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-outlines-enterprise-readiness-and-deployment-framework-for-sonic/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks outlines enterprise readiness and deployment framework for SONiC",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Vishal Shukla"
          },
          "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/debunking-5-common-myths-about-sonic"
        },
        "url": "https://decisioninsights.ai/aviz-networks-outlines-enterprise-readiness-and-deployment-framework-for-sonic/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-announces-thomas-scheibe-as-chief-product-officer/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz announces Thomas Scheibe as chief product officer",
        "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/aviz-welcomes-thomas-scheibe-as-chief-product-officer"
        },
        "url": "https://decisioninsights.ai/aviz-announces-thomas-scheibe-as-chief-product-officer/"
      },
      {
        "@id": "https://decisioninsights.ai/ones-details-automated-cost-out-and-cost-in-for-sonic-network-operations/#blogposting",
        "@type": "BlogPosting",
        "headline": "ONES details automated cost-out and cost-in for SONiC network operations",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "kuldip patel"
          },
          "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-multi-vendor-stack-speed-up-sonic-deployment-and-streamline-netops-with-minimum-effort"
        },
        "url": "https://decisioninsights.ai/ones-details-automated-cost-out-and-cost-in-for-sonic-network-operations/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-netops-support-frameworks-and-ones-suite-for-sonic-environments/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details NetOps support frameworks and ONES suite for SONiC environments",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "arakkal kanju"
          },
          "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/power-up-your-netops-support-framework-for-sres-with-ones-innovation"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-netops-support-frameworks-and-ones-suite-for-sonic-environments/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-and-nvidia-detail-integration-of-spectrum-x-with-aviz-ones-for-ai-networking/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks and NVIDIA detail integration of Spectrum-X with Aviz ONES for AI networking",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Ilona Gabinsky"
          },
          "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/unlocking-the-future-of-ai-networking-aviz-and-nvidia-join-forces-at-gtc"
        },
        "url": "https://decisioninsights.ai/aviz-networks-and-nvidia-detail-integration-of-spectrum-x-with-aviz-ones-for-ai-networking/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-network-copilot-ai-tool-for-multi-vendor-netops/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details network copilot AI tool for multi-vendor netops",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Andrew Mujikov"
          },
          "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/unlock-ai-driven-netops-with-network-copilot"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-network-copilot-ai-tool-for-multi-vendor-netops/"
      },
      {
        "@id": "https://decisioninsights.ai/aitire-details-network-modernization-with-community-sonic-and-aviz-networks/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aitire details network modernization with Community SONiC and Aviz Networks",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Andrew Mujikov"
          },
          "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-aitire-modernized-its-network-without-costly-hardware-upgrades"
        },
        "url": "https://decisioninsights.ai/aitire-details-network-modernization-with-community-sonic-and-aviz-networks/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-ones-4-0-integrating-nvidia-spectrumx-orchestration-and-ai-analytics/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details ONES 4.0 integrating NVIDIA SpectrumX orchestration and AI analytics",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Kasinath Rajendran"
          },
          "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-how-enterprises-gain-control-and-observability-in-ai-networks"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-ones-4-0-integrating-nvidia-spectrumx-orchestration-and-ai-analytics/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-network-copilot-details-collaboration-and-automation-features-in-r1-5-0/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Network Copilot details collaboration and automation features in R1.5.0",
        "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/aviz-network-copilot-r1-5-0-collaborative-ai-for-smarter-network-operations"
        },
        "url": "https://decisioninsights.ai/aviz-network-copilot-details-collaboration-and-automation-features-in-r1-5-0/"
      }
    ],
    "url": "https://decisioninsights.ai/term/automation/page/23/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/23/",
    "@type": "CollectionPage",
    "dateModified": "2026-08-24T03:22:52Z",
    "description": "Automation is the use of technology to execute predefined tasks and workflows with minimal human intervention in software, hardware, and integrated systems. It matters in enterprises because it supports consistency, scalability, compliance, and efficiency across IT, security, and business operations.",
    "isPartOf": {
      "@id": "https://decisioninsights.ai/#website"
    },
    "mainEntity": {
      "@id": "https://decisioninsights.ai/term/automation/page/23/#definedterm"
    },
    "name": "Automation",
    "sdDatePublished": "2026-08-24",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/automation/page/23/"
  }
]

Is this your company? Get structured data for your own pages

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 (MCP) REST API and CLI docs

How an agent can rely on this definition

What the record lets an agent check before it uses the term in an answer.

The check What the record shows Where it is in the data
It's a known term One entry, with its type (topic) name
It's in real use 564 articles tag it; 399 companies are tied to it subjectOf
View the raw record (JSON-LD) 
[
  {
    "@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}&submit=1"
      }
    },
    "publisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai"
  },
  {
    "@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"
  },
  {
    "@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/automation/page/23/",
        "name": "Automation",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/23/#definedterm",
    "@type": "DefinedTerm",
    "description": "Automation is the use of technology to execute predefined tasks and workflows with minimal human intervention in software, hardware, and integrated systems. It matters in enterprises because it supports consistency, scalability, compliance, and efficiency across IT, security, and business operations.",
    "inDefinedTermSet": {
      "@id": "https://decisioninsights.ai/term/#termset",
      "@type": "DefinedTermSet",
      "url": "https://decisioninsights.ai/term/"
    },
    "name": "Automation",
    "subjectOf": [
      {
        "@id": "https://decisioninsights.ai/linux-foundation-details-ftas-2-0-for-standardized-testing-in-sonic-multi-vendor-deployments/#blogposting",
        "@type": "BlogPosting",
        "headline": "Linux Foundation details FTAS 2.0 for standardized testing in SONiC multi-vendor deployments",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Naresh Kumar"
          },
          "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/ftas-2-0-enabling-customer-driven-quality-standards-for-multi-vendor-sonic-deployments"
        },
        "url": "https://decisioninsights.ai/linux-foundation-details-ftas-2-0-for-standardized-testing-in-sonic-multi-vendor-deployments/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-normalizing-sonic-for-multi-vendor-network-management/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details normalizing SONiC for multi-vendor network management",
        "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/why-normalizing-sonic-for-multi-vendor-network-infrastructure-is-important-and-how-to-do-it"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-normalizing-sonic-for-multi-vendor-network-management/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-outlines-partnership-with-ufispace-for-sonic-and-genai-network-solutions/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks outlines partnership with UfiSpace for SONiC and GenAI network solutions",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Neal Trieber"
          },
          "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-new-partner-launch-program-with-industry-leaders"
        },
        "url": "https://decisioninsights.ai/aviz-networks-outlines-partnership-with-ufispace-for-sonic-and-genai-network-solutions/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-outlines-enterprise-readiness-and-deployment-framework-for-sonic/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks outlines enterprise readiness and deployment framework for SONiC",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Vishal Shukla"
          },
          "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/debunking-5-common-myths-about-sonic"
        },
        "url": "https://decisioninsights.ai/aviz-networks-outlines-enterprise-readiness-and-deployment-framework-for-sonic/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-announces-thomas-scheibe-as-chief-product-officer/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz announces Thomas Scheibe as chief product officer",
        "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/aviz-welcomes-thomas-scheibe-as-chief-product-officer"
        },
        "url": "https://decisioninsights.ai/aviz-announces-thomas-scheibe-as-chief-product-officer/"
      },
      {
        "@id": "https://decisioninsights.ai/ones-details-automated-cost-out-and-cost-in-for-sonic-network-operations/#blogposting",
        "@type": "BlogPosting",
        "headline": "ONES details automated cost-out and cost-in for SONiC network operations",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "kuldip patel"
          },
          "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-multi-vendor-stack-speed-up-sonic-deployment-and-streamline-netops-with-minimum-effort"
        },
        "url": "https://decisioninsights.ai/ones-details-automated-cost-out-and-cost-in-for-sonic-network-operations/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-netops-support-frameworks-and-ones-suite-for-sonic-environments/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details NetOps support frameworks and ONES suite for SONiC environments",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "arakkal kanju"
          },
          "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/power-up-your-netops-support-framework-for-sres-with-ones-innovation"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-netops-support-frameworks-and-ones-suite-for-sonic-environments/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-and-nvidia-detail-integration-of-spectrum-x-with-aviz-ones-for-ai-networking/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks and NVIDIA detail integration of Spectrum-X with Aviz ONES for AI networking",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Ilona Gabinsky"
          },
          "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/unlocking-the-future-of-ai-networking-aviz-and-nvidia-join-forces-at-gtc"
        },
        "url": "https://decisioninsights.ai/aviz-networks-and-nvidia-detail-integration-of-spectrum-x-with-aviz-ones-for-ai-networking/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-network-copilot-ai-tool-for-multi-vendor-netops/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details network copilot AI tool for multi-vendor netops",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Andrew Mujikov"
          },
          "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/unlock-ai-driven-netops-with-network-copilot"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-network-copilot-ai-tool-for-multi-vendor-netops/"
      },
      {
        "@id": "https://decisioninsights.ai/aitire-details-network-modernization-with-community-sonic-and-aviz-networks/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aitire details network modernization with Community SONiC and Aviz Networks",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Andrew Mujikov"
          },
          "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-aitire-modernized-its-network-without-costly-hardware-upgrades"
        },
        "url": "https://decisioninsights.ai/aitire-details-network-modernization-with-community-sonic-and-aviz-networks/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-details-ones-4-0-integrating-nvidia-spectrumx-orchestration-and-ai-analytics/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks details ONES 4.0 integrating NVIDIA SpectrumX orchestration and AI analytics",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Kasinath Rajendran"
          },
          "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-how-enterprises-gain-control-and-observability-in-ai-networks"
        },
        "url": "https://decisioninsights.ai/aviz-networks-details-ones-4-0-integrating-nvidia-spectrumx-orchestration-and-ai-analytics/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-network-copilot-details-collaboration-and-automation-features-in-r1-5-0/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Network Copilot details collaboration and automation features in R1.5.0",
        "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/aviz-network-copilot-r1-5-0-collaborative-ai-for-smarter-network-operations"
        },
        "url": "https://decisioninsights.ai/aviz-network-copilot-details-collaboration-and-automation-features-in-r1-5-0/"
      }
    ],
    "url": "https://decisioninsights.ai/term/automation/page/23/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/23/",
    "@type": "CollectionPage",
    "dateModified": "2026-08-24T03:22:52Z",
    "description": "Automation is the use of technology to execute predefined tasks and workflows with minimal human intervention in software, hardware, and integrated systems. It matters in enterprises because it supports consistency, scalability, compliance, and efficiency across IT, security, and business operations.",
    "isPartOf": {
      "@id": "https://decisioninsights.ai/#website"
    },
    "mainEntity": {
      "@id": "https://decisioninsights.ai/term/automation/page/23/#definedterm"
    },
    "name": "Automation",
    "sdDatePublished": "2026-08-24",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/automation/page/23/"
  }
]