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
- 400 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
400 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-47c2916dc7a2CLI
di get-glossary --slug automationJSON-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/43/",
"name": "Automation",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/automation/page/43/#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/titan-ium-platform-launches-cloud-native-number-portability-product-to-support-telecoms-infrastructure-modernization/#blogposting",
"@type": "NewsArticle",
"headline": "Titan.ium Platform Launches Cloud Native Number Portability Product to Support Telecoms' Infrastructure Modernization",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/07/22/3119701/0/en/Titan-ium-Platform-Launches-Cloud-Native-Number-Portability-Software-to-Help-Telecoms-Advance-Operational-Agility-and-Network-Readiness.html"
},
"url": "https://decisioninsights.ai/titan-ium-platform-launches-cloud-native-number-portability-product-to-support-telecoms-infrastructure-modernization/"
},
{
"@id": "https://decisioninsights.ai/cloudera-dod-bpa-nokia-private-5g-sase-platform-updates-week-of-july-21-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Cloudera DoD BPA, Nokia private 5G, SASE platform updates - Week of July 21, 2025",
"url": "https://decisioninsights.ai/cloudera-dod-bpa-nokia-private-5g-sase-platform-updates-week-of-july-21-2025/"
},
{
"@id": "https://decisioninsights.ai/infrastructure-leaders-rethink-delivery-and-orchestration/#blogposting",
"@type": "BlogPosting",
"headline": "Infrastructure Leaders Rethink Delivery and Orchestration",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/infrastructure-orchestration/why-io-leaders-must-rethink-infrastructure-as-a-product/"
},
"url": "https://decisioninsights.ai/infrastructure-leaders-rethink-delivery-and-orchestration/"
},
{
"@id": "https://decisioninsights.ai/advantech-launches-amax-iot-control-platform-with-real-time-capabilities/#blogposting",
"@type": "NewsArticle",
"headline": "Advantech launches AMAX IoT Control Platform with real-time capabilities",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://www.prnewswire.com/news-releases/advantech-unveils-amax-iot-control-platforms-with-deterministic-real-time-performance-and-flexibility-302505355.html"
},
"url": "https://decisioninsights.ai/advantech-launches-amax-iot-control-platform-with-real-time-capabilities/"
},
{
"@id": "https://decisioninsights.ai/addressing-hidden-challenges-of-automation/#blogposting",
"@type": "BlogPosting",
"headline": "Addressing Hidden Challenges of Automation",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/automation-strategy/beyond-the-tools-solving-the-hidden-challenges-of-automation/"
},
"url": "https://decisioninsights.ai/addressing-hidden-challenges-of-automation/"
},
{
"@id": "https://decisioninsights.ai/ai-deployments-and-networking-automation-suse-virtualization-and-project-acacia-week-of-july-14-2025/#blogposting",
"@type": "BlogPosting",
"headline": "AI deployments and networking automation, SUSE virtualization and Project Acacia - Week of July 14, 2025",
"url": "https://decisioninsights.ai/ai-deployments-and-networking-automation-suse-virtualization-and-project-acacia-week-of-july-14-2025/"
},
{
"@id": "https://decisioninsights.ai/selector-and-itential-demonstrate-closed-loop-automation-in-network-operations/#blogposting",
"@type": "BlogPosting",
"headline": "Selector and Itential demonstrate closed-loop automation in network operations.",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/ai-networking/closing-the-loop-isnt-just-a-demo-its-the-future-of-ops/"
},
"url": "https://decisioninsights.ai/selector-and-itential-demonstrate-closed-loop-automation-in-network-operations/"
},
{
"@id": "https://decisioninsights.ai/itential-explores-ais-role-in-software-delivery-using-codellms/#blogposting",
"@type": "BlogPosting",
"headline": "Itential explores AI's role in software delivery using CodeLLMs",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/ai-networking/from-headcount-to-hypercode-how-codellms-are-rewiring-the-software-development-lifecycle/"
},
"url": "https://decisioninsights.ai/itential-explores-ais-role-in-software-delivery-using-codellms/"
},
{
"@id": "https://decisioninsights.ai/enterprise-network-security-privacy-and-nasa-updates-week-of-july-7-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Enterprise network, security, privacy, and NASA updates - Week of July 7, 2025",
"url": "https://decisioninsights.ai/enterprise-network-security-privacy-and-nasa-updates-week-of-july-7-2025/"
},
{
"@id": "https://decisioninsights.ai/itential-highlights-challenges-of-homegrown-automation-in-networks/#blogposting",
"@type": "BlogPosting",
"headline": "Itential highlights challenges of homegrown automation in networks",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Itential"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/netdevops/taming-the-frankensteins-monster-of-network-automation/"
},
"url": "https://decisioninsights.ai/itential-highlights-challenges-of-homegrown-automation-in-networks/"
},
{
"@id": "https://decisioninsights.ai/huawei-5g-a-enterprise-automation-and-security-updates-week-of-june-30-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Huawei 5G-A, enterprise automation, and security updates - Week of June 30, 2025",
"url": "https://decisioninsights.ai/huawei-5g-a-enterprise-automation-and-security-updates-week-of-june-30-2025/"
},
{
"@id": "https://decisioninsights.ai/daily-intelligence-brief-huawei-5g-a-and-blackfoot-communications-updates-june-28-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Daily Intelligence Brief: Huawei 5G-A and Blackfoot Communications updates - June 28, 2025",
"url": "https://decisioninsights.ai/daily-intelligence-brief-huawei-5g-a-and-blackfoot-communications-updates-june-28-2025/"
}
],
"url": "https://decisioninsights.ai/term/automation/page/43/"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/automation/page/43/",
"@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/43/#definedterm"
},
"name": "Automation",
"sdDatePublished": "2026-08-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/automation/page/43/"
}
]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.
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; 400 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/43/",
"name": "Automation",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/automation/page/43/#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/titan-ium-platform-launches-cloud-native-number-portability-product-to-support-telecoms-infrastructure-modernization/#blogposting",
"@type": "NewsArticle",
"headline": "Titan.ium Platform Launches Cloud Native Number Portability Product to Support Telecoms' Infrastructure Modernization",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/07/22/3119701/0/en/Titan-ium-Platform-Launches-Cloud-Native-Number-Portability-Software-to-Help-Telecoms-Advance-Operational-Agility-and-Network-Readiness.html"
},
"url": "https://decisioninsights.ai/titan-ium-platform-launches-cloud-native-number-portability-product-to-support-telecoms-infrastructure-modernization/"
},
{
"@id": "https://decisioninsights.ai/cloudera-dod-bpa-nokia-private-5g-sase-platform-updates-week-of-july-21-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Cloudera DoD BPA, Nokia private 5G, SASE platform updates - Week of July 21, 2025",
"url": "https://decisioninsights.ai/cloudera-dod-bpa-nokia-private-5g-sase-platform-updates-week-of-july-21-2025/"
},
{
"@id": "https://decisioninsights.ai/infrastructure-leaders-rethink-delivery-and-orchestration/#blogposting",
"@type": "BlogPosting",
"headline": "Infrastructure Leaders Rethink Delivery and Orchestration",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/infrastructure-orchestration/why-io-leaders-must-rethink-infrastructure-as-a-product/"
},
"url": "https://decisioninsights.ai/infrastructure-leaders-rethink-delivery-and-orchestration/"
},
{
"@id": "https://decisioninsights.ai/advantech-launches-amax-iot-control-platform-with-real-time-capabilities/#blogposting",
"@type": "NewsArticle",
"headline": "Advantech launches AMAX IoT Control Platform with real-time capabilities",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://www.prnewswire.com/news-releases/advantech-unveils-amax-iot-control-platforms-with-deterministic-real-time-performance-and-flexibility-302505355.html"
},
"url": "https://decisioninsights.ai/advantech-launches-amax-iot-control-platform-with-real-time-capabilities/"
},
{
"@id": "https://decisioninsights.ai/addressing-hidden-challenges-of-automation/#blogposting",
"@type": "BlogPosting",
"headline": "Addressing Hidden Challenges of Automation",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/automation-strategy/beyond-the-tools-solving-the-hidden-challenges-of-automation/"
},
"url": "https://decisioninsights.ai/addressing-hidden-challenges-of-automation/"
},
{
"@id": "https://decisioninsights.ai/ai-deployments-and-networking-automation-suse-virtualization-and-project-acacia-week-of-july-14-2025/#blogposting",
"@type": "BlogPosting",
"headline": "AI deployments and networking automation, SUSE virtualization and Project Acacia - Week of July 14, 2025",
"url": "https://decisioninsights.ai/ai-deployments-and-networking-automation-suse-virtualization-and-project-acacia-week-of-july-14-2025/"
},
{
"@id": "https://decisioninsights.ai/selector-and-itential-demonstrate-closed-loop-automation-in-network-operations/#blogposting",
"@type": "BlogPosting",
"headline": "Selector and Itential demonstrate closed-loop automation in network operations.",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/ai-networking/closing-the-loop-isnt-just-a-demo-its-the-future-of-ops/"
},
"url": "https://decisioninsights.ai/selector-and-itential-demonstrate-closed-loop-automation-in-network-operations/"
},
{
"@id": "https://decisioninsights.ai/itential-explores-ais-role-in-software-delivery-using-codellms/#blogposting",
"@type": "BlogPosting",
"headline": "Itential explores AI's role in software delivery using CodeLLMs",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/company/ai-networking/from-headcount-to-hypercode-how-codellms-are-rewiring-the-software-development-lifecycle/"
},
"url": "https://decisioninsights.ai/itential-explores-ais-role-in-software-delivery-using-codellms/"
},
{
"@id": "https://decisioninsights.ai/enterprise-network-security-privacy-and-nasa-updates-week-of-july-7-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Enterprise network, security, privacy, and NASA updates - Week of July 7, 2025",
"url": "https://decisioninsights.ai/enterprise-network-security-privacy-and-nasa-updates-week-of-july-7-2025/"
},
{
"@id": "https://decisioninsights.ai/itential-highlights-challenges-of-homegrown-automation-in-networks/#blogposting",
"@type": "BlogPosting",
"headline": "Itential highlights challenges of homegrown automation in networks",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Itential"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/itential/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/itential/",
"name": "Itential"
},
"url": "https://www.itential.com/blog/netdevops/taming-the-frankensteins-monster-of-network-automation/"
},
"url": "https://decisioninsights.ai/itential-highlights-challenges-of-homegrown-automation-in-networks/"
},
{
"@id": "https://decisioninsights.ai/huawei-5g-a-enterprise-automation-and-security-updates-week-of-june-30-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Huawei 5G-A, enterprise automation, and security updates - Week of June 30, 2025",
"url": "https://decisioninsights.ai/huawei-5g-a-enterprise-automation-and-security-updates-week-of-june-30-2025/"
},
{
"@id": "https://decisioninsights.ai/daily-intelligence-brief-huawei-5g-a-and-blackfoot-communications-updates-june-28-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Daily Intelligence Brief: Huawei 5G-A and Blackfoot Communications updates - June 28, 2025",
"url": "https://decisioninsights.ai/daily-intelligence-brief-huawei-5g-a-and-blackfoot-communications-updates-june-28-2025/"
}
],
"url": "https://decisioninsights.ai/term/automation/page/43/"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/automation/page/43/",
"@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/43/#definedterm"
},
"name": "Automation",
"sdDatePublished": "2026-08-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/automation/page/43/"
}
]