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/27/",
        "name": "Automation",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/27/#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/aviz-networks-utilizes-sonic-and-bgp-for-data-center-optimization/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Utilizes SONiC and BGP for Data Center Optimization",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Khurram Khani"
          },
          "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/future-proof-networking-harnessing-the-power-of-sonic-in-vendor-neutral-data-center-environments"
        },
        "url": "https://decisioninsights.ai/aviz-networks-utilizes-sonic-and-bgp-for-data-center-optimization/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Network Operating System (NOS) Support vs SONiC Network Operation (NetOps) Support Demystified",
        "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/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified"
        },
        "url": "https://decisioninsights.ai/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-journey-opportunities-at-ocp-aviz-one-center/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Journey Opportunities at OCP + Aviz ONE Center",
        "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/5-reasons-to-start-your-sonic-journey-at-the-ocp-aviz-one-center"
        },
        "url": "https://decisioninsights.ai/sonic-journey-opportunities-at-ocp-aviz-one-center/"
      },
      {
        "@id": "https://decisioninsights.ai/fabric-test-automation-suite-ftas-standardizes-multi-vendor-sonic-testing/#blogposting",
        "@type": "BlogPosting",
        "headline": "Fabric Test Automation Suite (FTAS) Standardizes Multi-Vendor SONiC Testing",
        "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/fabric-test-automation-suite-ftas-standardizes-multi-vendor-sonic-testing/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-discusses-the-benefits-of-normalizing-sonic-in-multi-vendor-networks/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Discusses the Benefits of Normalizing SONiC in Multi-Vendor Networks",
        "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-discusses-the-benefits-of-normalizing-sonic-in-multi-vendor-networks/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Focuses on Core Values in Partnerships for SONiC Networking 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-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-challenges-myths-about-enterprise-networking-readiness/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Challenges Myths About Enterprise Networking Readiness",
        "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/sonic-challenges-myths-about-enterprise-networking-readiness/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-highlights-importance-of-netops-support-frameworks-with-ones/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Highlights Importance of NetOps Support Frameworks with ONES",
        "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-highlights-importance-of-netops-support-frameworks-with-ones/"
      },
      {
        "@id": "https://decisioninsights.ai/recognizing-sonic-enhancing-deployment-and-integration-with-ones/#blogposting",
        "@type": "BlogPosting",
        "headline": "Recognizing SONiC: Enhancing Deployment and Integration with ONES",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Krupakar Annam"
          },
          "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/my-unique-learnings-with-aviz-networks-developing-ones-stack-to-empower-sonic-adaptation-supportability"
        },
        "url": "https://decisioninsights.ai/recognizing-sonic-enhancing-deployment-and-integration-with-ones/"
      },
      {
        "@id": "https://decisioninsights.ai/ones-4-0-unveils-enhancements-for-ai-network-management/#blogposting",
        "@type": "BlogPosting",
        "headline": "ONES 4.0 Unveils Enhancements for AI Network Management",
        "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/ones-4-0-unveils-enhancements-for-ai-network-management/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-network-copilot-r1-5-0-includes-collaborative-ai-for-network-operations/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Network Copilot R1.5.0 Includes Collaborative AI for Network Operations",
        "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-r1-5-0-includes-collaborative-ai-for-network-operations/"
      },
      {
        "@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": {
            "@type": "Person",
            "name": "Neekshitha dyasani"
          },
          "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/is-your-spectrum-x-network-truly-visible-end-to-end"
        },
        "url": "https://decisioninsights.ai/aviz-ones-enhances-spectrum-x-network-visibility-and-performance/"
      }
    ],
    "url": "https://decisioninsights.ai/term/automation/page/27/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/27/",
    "@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/27/#definedterm"
    },
    "name": "Automation",
    "sdDatePublished": "2026-08-24",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/automation/page/27/"
  }
]

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/27/",
        "name": "Automation",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/27/#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/aviz-networks-utilizes-sonic-and-bgp-for-data-center-optimization/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Utilizes SONiC and BGP for Data Center Optimization",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Khurram Khani"
          },
          "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/future-proof-networking-harnessing-the-power-of-sonic-in-vendor-neutral-data-center-environments"
        },
        "url": "https://decisioninsights.ai/aviz-networks-utilizes-sonic-and-bgp-for-data-center-optimization/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Network Operating System (NOS) Support vs SONiC Network Operation (NetOps) Support Demystified",
        "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/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified"
        },
        "url": "https://decisioninsights.ai/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-journey-opportunities-at-ocp-aviz-one-center/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Journey Opportunities at OCP + Aviz ONE Center",
        "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/5-reasons-to-start-your-sonic-journey-at-the-ocp-aviz-one-center"
        },
        "url": "https://decisioninsights.ai/sonic-journey-opportunities-at-ocp-aviz-one-center/"
      },
      {
        "@id": "https://decisioninsights.ai/fabric-test-automation-suite-ftas-standardizes-multi-vendor-sonic-testing/#blogposting",
        "@type": "BlogPosting",
        "headline": "Fabric Test Automation Suite (FTAS) Standardizes Multi-Vendor SONiC Testing",
        "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/fabric-test-automation-suite-ftas-standardizes-multi-vendor-sonic-testing/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-discusses-the-benefits-of-normalizing-sonic-in-multi-vendor-networks/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Discusses the Benefits of Normalizing SONiC in Multi-Vendor Networks",
        "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-discusses-the-benefits-of-normalizing-sonic-in-multi-vendor-networks/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-networks-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Networks Focuses on Core Values in Partnerships for SONiC Networking 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-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/"
      },
      {
        "@id": "https://decisioninsights.ai/sonic-challenges-myths-about-enterprise-networking-readiness/#blogposting",
        "@type": "BlogPosting",
        "headline": "SONiC Challenges Myths About Enterprise Networking Readiness",
        "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/sonic-challenges-myths-about-enterprise-networking-readiness/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-highlights-importance-of-netops-support-frameworks-with-ones/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Highlights Importance of NetOps Support Frameworks with ONES",
        "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-highlights-importance-of-netops-support-frameworks-with-ones/"
      },
      {
        "@id": "https://decisioninsights.ai/recognizing-sonic-enhancing-deployment-and-integration-with-ones/#blogposting",
        "@type": "BlogPosting",
        "headline": "Recognizing SONiC: Enhancing Deployment and Integration with ONES",
        "isBasedOn": {
          "@type": "CreativeWork",
          "author": {
            "@type": "Person",
            "name": "Krupakar Annam"
          },
          "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/my-unique-learnings-with-aviz-networks-developing-ones-stack-to-empower-sonic-adaptation-supportability"
        },
        "url": "https://decisioninsights.ai/recognizing-sonic-enhancing-deployment-and-integration-with-ones/"
      },
      {
        "@id": "https://decisioninsights.ai/ones-4-0-unveils-enhancements-for-ai-network-management/#blogposting",
        "@type": "BlogPosting",
        "headline": "ONES 4.0 Unveils Enhancements for AI Network Management",
        "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/ones-4-0-unveils-enhancements-for-ai-network-management/"
      },
      {
        "@id": "https://decisioninsights.ai/aviz-network-copilot-r1-5-0-includes-collaborative-ai-for-network-operations/#blogposting",
        "@type": "BlogPosting",
        "headline": "Aviz Network Copilot R1.5.0 Includes Collaborative AI for Network Operations",
        "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-r1-5-0-includes-collaborative-ai-for-network-operations/"
      },
      {
        "@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": {
            "@type": "Person",
            "name": "Neekshitha dyasani"
          },
          "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/is-your-spectrum-x-network-truly-visible-end-to-end"
        },
        "url": "https://decisioninsights.ai/aviz-ones-enhances-spectrum-x-network-visibility-and-performance/"
      }
    ],
    "url": "https://decisioninsights.ai/term/automation/page/27/"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/term/automation/page/27/",
    "@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/27/#definedterm"
    },
    "name": "Automation",
    "sdDatePublished": "2026-08-24",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/term/automation/page/27/"
  }
]