Skip to main content

Normalization

Last updated August 24, 2026
Human View Machine View

This is the page you're already on — the Human View toggle above shows it in full.

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.

WebSite 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/#website",
  "@type": "WebSite",
  "name": "Decision Insights",
  "potentialAction": {
    "@type": "SearchAction",
    "target": {
      "@type": "EntryPoint",
      "urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
    }
  },
  "publisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai"
}
Organization 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/#organization",
  "@type": "Organization",
  "contactPoint": {
    "@type": "ContactPoint",
    "contactType": "customer support",
    "email": "[email protected]"
  },
  "description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
  "logo": {
    "@type": "ImageObject",
    "url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
  },
  "name": "Decision Insights",
  "parentOrganization": {
    "@type": "Organization",
    "name": "Wiretap Labs",
    "sameAs": [
      "https://www.linkedin.com/company/wiretap-labs",
      "https://www.crunchbase.com/organization/wiretap-labs"
    ],
    "url": "https://wiretaplabs.com"
  },
  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
    "https://www.linkedin.com/company/decisioninsights"
  ],
  "url": "https://decisioninsights.ai"
}
BreadcrumbList 
{
  "@context": "https://schema.org",
  "@type": "BreadcrumbList",
  "itemListElement": [
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai",
      "name": "Decision Insights",
      "position": 1
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/term/",
      "name": "Glossary",
      "position": 2
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/term/normalization/page/2/",
      "name": "Normalization",
      "position": 3
    }
  ]
}
DefinedTerm 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/normalization/page/2/#definedterm",
  "@type": "DefinedTerm",
  "description": "Normalization is a structured process that organizes or rescales data into consistent schemas, formats, or numeric ranges to reduce redundancy, preserve integrity, and support accurate analytics, machine learning, and integration across enterprise databases, data platforms, and operational systems.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Normalization",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/aviz-networks-outlines-multi-vendor-support-for-sonic-network-operating-system/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks outlines multi-vendor support for SONiC network operating system",
      "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/aviz-networks-outlines-multi-vendor-support-for-sonic-network-operating-system/"
    },
    {
      "@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-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/organizations-benefit-from-normalizing-sonic-in-multi-vendor-networks/#blogposting",
      "@type": "BlogPosting",
      "headline": "Organizations Benefit from 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/organizations-benefit-from-normalizing-sonic-in-multi-vendor-networks/"
    }
  ],
  "url": "https://decisioninsights.ai/term/normalization/page/2/"
}
CollectionPage 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/normalization/page/2/",
  "@type": "CollectionPage",
  "dateModified": "2026-08-24T01:03:24Z",
  "description": "Normalization is a structured process that organizes or rescales data into consistent schemas, formats, or numeric ranges to reduce redundancy, preserve integrity, and support accurate analytics, machine learning, and integration across enterprise databases, data platforms, and operational systems.",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/term/normalization/page/2/#definedterm"
  },
  "name": "Normalization",
  "sdDatePublished": "2026-08-24",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/normalization/page/2/"
}
What we add

Graph

A glossary entry defines a term and stops there. It doesn't show where the term is actually being used or written about. We track and link every article that covers it.

BlogPosting Aviz Networks outlines multi-vendor support for SONiC network operating system BlogPosting Aviz Networks details normalizing SONiC for multi-vendor network management BlogPosting Aviz Networks Discusses the Benefits of Normalizing SONiC in Multi-Vendor Networks and 1 more on this page

The person who sent this agent gets an answer they can act on

Somebody dispatched this agent to evaluate Normalization for a real decision: a shortlist, a vendor comparison, a purchase. "Normalization 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 Normalization
  2. One of its 4 linked records BlogPosting Aviz Networks outlines multi-vendor support for SONiC network operating system https://decisioninsights.ai/aviz-networks-outlines-multi-vendor-support-for-sonic-network-operating-system/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/sonic-network-operating-system-nos-support-vs-sonic-network-operation-netops-support-demystified Original author: Vishal Shukla

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