Term · Core
AI infrastructure
AI infrastructure is the integrated hardware, software, networking, and data stack that runs enterprise artificial intelligence workloads, enabling scalable training and inference while aligning with existing data platforms, security controls, governance requirements, and operational objectives in on-premises, cloud, or hybrid environments.
- 1,958 articles
- 710 companies
- Most covered: Aviz Networks, Nvidia, Cybersecurity and Infrastructure Security Agency (CISA)
What this term record gives an agent
Vendors describe the same technology in different words. This record pins down what "AI infrastructure" 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
710 companies that coverage ties to the term, listed by how often, each linked to its own record.
Get this term
The same record, three 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":"ai-infrastructure"},"name":"di_get_term"}}'REST
GET https://api.decisioninsights.ai/api/public/v1/glossary/79ebf658-f841-429e-951c-69bbd197ca1bCLI
di get-glossary --slug ai-infrastructureThe 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 (core) | name |
| It's in real use | 1,958 articles tag it; 710 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/ai-infrastructure/page/113/",
"name": "AI infrastructure",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/ai-infrastructure/page/113/#definedterm",
"@type": "DefinedTerm",
"description": "AI infrastructure is the integrated hardware, software, networking, and data stack that runs enterprise artificial intelligence workloads, enabling scalable training and inference while aligning with existing data platforms, security controls, governance requirements, and operational objectives in on-premises, cloud, or hybrid environments.",
"inDefinedTermSet": {
"@id": "https://decisioninsights.ai/term/#termset",
"@type": "DefinedTermSet",
"url": "https://decisioninsights.ai/term/"
},
"name": "AI infrastructure",
"subjectOf": [
{
"@id": "https://decisioninsights.ai/aviz-one-center-recognized-as-ocp-experience-center-for-sonic-networking/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz ONE Center recognized as OCP Experience Center for SONiC networking",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"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/newsroom/aviz-one-center-is-now-an-official-ocp-experience-center-for-sonic-and-ai-networking"
},
"url": "https://decisioninsights.ai/aviz-one-center-recognized-as-ocp-experience-center-for-sonic-networking/"
},
{
"@id": "https://decisioninsights.ai/aviz-announces-deep-network-observability-testing-with-celestica-cisco-nvidia-and-others/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz announces Deep Network Observability testing with Celestica, Cisco, NVIDIA and others",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"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/newsroom/aviz-invites-enterprises-to-join-deep-network-observability-testing-interop-across-major-hardware-platforms-built-for-the-ai-era"
},
"url": "https://decisioninsights.ai/aviz-announces-deep-network-observability-testing-with-celestica-cisco-nvidia-and-others/"
},
{
"@id": "https://decisioninsights.ai/aviz-integrates-ones-with-nvidia-spectrum-x-for-ai-networking/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz integrates ONES with NVIDIA Spectrum-X for AI networking",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"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/newsroom/aviz-to-accelerate-ai-networking-with-ones-and-nvidia-spectrum-x"
},
"url": "https://decisioninsights.ai/aviz-integrates-ones-with-nvidia-spectrum-x-for-ai-networking/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-and-wwt-collaborate-on-ai-solutions/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz Networks and WWT collaborate on AI Solutions",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"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/newsroom/aviz-and-wwt-partner-to-bring-ai-network-assistance-to-enterprise-networks"
},
"url": "https://decisioninsights.ai/aviz-networks-and-wwt-collaborate-on-ai-solutions/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-and-celestica-collaborate-on-sonic-networking-solutions/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz Networks and Celestica collaborate on SONiC networking solutions",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"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/newsroom/aviz-and-celestica-announce-partnership-to-advance-sonic-networking-solutions"
},
"url": "https://decisioninsights.ai/aviz-networks-and-celestica-collaborate-on-sonic-networking-solutions/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-security-alerts-and-vulnerabilities-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on Security Alerts and Vulnerabilities - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-security-alerts-and-vulnerabilities-week-of-november-3-2025/"
},
{
"@id": "https://decisioninsights.ai/nokia-and-rohde-schwarz-collaborate-on-ai-powered-6g-receiver/#blogposting",
"@type": "NewsArticle",
"headline": "Nokia and Rohde & Schwarz collaborate on AI-powered 6G receiver",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/11/03/3179337/0/en/Nokia-and-Rohde-Schwarz-collaborate-on-AI-powered-6G-receiver-to-cut-costs-accelerate-time-to-market.html"
},
"url": "https://decisioninsights.ai/nokia-and-rohde-schwarz-collaborate-on-ai-powered-6g-receiver/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-developments-in-ai-and-networking-technologies-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on developments in AI and networking technologies - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-developments-in-ai-and-networking-technologies-week-of-november-3-2025/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-infrastructure-and-cybersecurity-developments-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on AI infrastructure and cybersecurity developments - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-infrastructure-and-cybersecurity-developments-week-of-november-3-2025/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-silicon-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on Silicon - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-silicon-week-of-november-3-2025/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-infrastructure-and-security-initiatives-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on AI Infrastructure and Security Initiatives - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-ai-infrastructure-and-security-initiatives-week-of-november-3-2025/"
},
{
"@id": "https://decisioninsights.ai/weekly-intelligence-brief-on-5g-and-ran-developments-week-of-november-3-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Weekly Intelligence Brief on 5G and RAN Developments - Week of November 3, 2025",
"url": "https://decisioninsights.ai/weekly-intelligence-brief-on-5g-and-ran-developments-week-of-november-3-2025/"
}
],
"url": "https://decisioninsights.ai/term/ai-infrastructure/page/113/"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/ai-infrastructure/page/113/",
"@type": "CollectionPage",
"dateModified": "2026-09-08T20:20:30Z",
"description": "AI infrastructure is the integrated hardware, software, networking, and data stack that runs enterprise artificial intelligence workloads, enabling scalable training and inference while aligning with existing data platforms, security controls, governance requirements, and operational objectives in on-premises, cloud, or hybrid environments.",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/term/ai-infrastructure/page/113/#definedterm"
},
"name": "AI infrastructure",
"sdDatePublished": "2026-09-08",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/ai-infrastructure/page/113/"
}
]