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/139/",
"name": "AI infrastructure",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/ai-infrastructure/page/139/#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/krutrim-collaborates-with-cloudera-for-ai-infrastructure-in-india/#blogposting",
"@type": "NewsArticle",
"headline": "Krutrim collaborates with Cloudera for AI infrastructure in India",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/08/07/3128845/31982/en/Krutrim-Partners-with-Cloudera-to-Power-AI-Driven-Innovation-in-India.html"
},
"url": "https://decisioninsights.ai/krutrim-collaborates-with-cloudera-for-ai-infrastructure-in-india/"
},
{
"@id": "https://decisioninsights.ai/bank-negara-indonesia-deepens-partnership-with-cloudera-to-enhance-ai-driven-solutions/#blogposting",
"@type": "NewsArticle",
"headline": "Bank Negara Indonesia deepens partnership with Cloudera to enhance AI-driven solutions",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/08/07/3128843/31982/en/Bank-Negara-Indonesia-Strengthens-Partnership-with-Cloudera-to-Scale-AI-Powered-Business-Transformation.html"
},
"url": "https://decisioninsights.ai/bank-negara-indonesia-deepens-partnership-with-cloudera-to-enhance-ai-driven-solutions/"
},
{
"@id": "https://decisioninsights.ai/netskope-emphasizes-the-role-of-mcp-security-in-ai-integration/#blogposting",
"@type": "BlogPosting",
"headline": "Netskope emphasizes the role of MCP security in AI integration.",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Melody Nouri"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/netskope/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
"name": "Netskope"
},
"url": "https://www.netskope.com/blog/beyond-llms-the-strategic-need-for-mcp-security"
},
"url": "https://decisioninsights.ai/netskope-emphasizes-the-role-of-mcp-security-in-ai-integration/"
},
{
"@id": "https://decisioninsights.ai/sealsq-corp-secures-1-75-billion-devices-as-it-announces-quantum-resistant-chips-and-certification-roadmap-for-post-quantum-solutions/#blogposting",
"@type": "NewsArticle",
"headline": "SEALSQ Corp secures 1.75 billion devices as it announces quantum-resistant chips and certification roadmap for post-quantum solutions.",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/08/05/3127371/0/en/SEALSQ-Celebrates-26-Years-of-Cybersecurity-Leadership-with-Over-1-75-Billion-Devices-Secured-Pioneers-Quantum-Resistant-Secure-Chips-and-Provides-Certification-Roadmap-Update-for-.html"
},
"url": "https://decisioninsights.ai/sealsq-corp-secures-1-75-billion-devices-as-it-announces-quantum-resistant-chips-and-certification-roadmap-for-post-quantum-solutions/"
},
{
"@id": "https://decisioninsights.ai/snyk-introduces-secure-at-inception-for-ai-coding-security/#blogposting",
"@type": "NewsArticle",
"headline": "Snyk introduces Secure At Inception for AI coding security",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/08/04/3126503/0/en/Snyk-Unveils-Secure-At-Inception-A-Breakthrough-for-AI-Coding-Assistants-and-AI-Native-Development.html"
},
"url": "https://decisioninsights.ai/snyk-introduces-secure-at-inception-for-ai-coding-security/"
},
{
"@id": "https://decisioninsights.ai/genai-secops-tools-edge-ai-launches-and-cyber-threat-research-week-of-august-4-2025/#blogposting",
"@type": "BlogPosting",
"headline": "GenAI SecOps tools, edge AI launches, and cyber threat research - Week of August 4, 2025",
"url": "https://decisioninsights.ai/genai-secops-tools-edge-ai-launches-and-cyber-threat-research-week-of-august-4-2025/"
},
{
"@id": "https://decisioninsights.ai/nxp-semiconductors-enhances-edge-ai-with-i-mx-95-series/#blogposting",
"@type": "NewsArticle",
"headline": "NXP Semiconductors enhances edge AI with i.MX 95 series",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://www.prnewswire.co.uk/news-releases/next-gen-compact-computer-on-modules-empower-intelligent-edge-applications-powered-by-nxp-imx-95-302519425.html"
},
"url": "https://decisioninsights.ai/nxp-semiconductors-enhances-edge-ai-with-i-mx-95-series/"
},
{
"@id": "https://decisioninsights.ai/corelight-introduces-genai-accelerator-pack-for-socs/#blogposting",
"@type": "NewsArticle",
"headline": "Corelight introduces GenAI Accelerator Pack for SOCs",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://corelight.com/blog/llm-prompts-for-network-security"
},
"url": "https://decisioninsights.ai/corelight-introduces-genai-accelerator-pack-for-socs/"
},
{
"@id": "https://decisioninsights.ai/itential-emphasizes-orchestration-for-infrastructure-automation-services/#blogposting",
"@type": "BlogPosting",
"headline": "Itential emphasizes orchestration for infrastructure automation services.",
"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/what-it-takes-to-turn-infrastructure-automation-into-a-service/"
},
"url": "https://decisioninsights.ai/itential-emphasizes-orchestration-for-infrastructure-automation-services/"
},
{
"@id": "https://decisioninsights.ai/ravel-updates-orchestrate-ai-software-and-teams-with-supermicro-on-a-new-turnkey-ai-solution/#blogposting",
"@type": "NewsArticle",
"headline": "RAVEL updates Orchestrate AI software and teams with Supermicro on a new turnkey AI solution",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/07/30/3124193/0/en/RAVEL-Expands-Its-Orchestrate-AI-Software-and-Launches-New-Turnkey-AI-Workload-Solution-Pre-Configured-for-Supermicro-Systems-to-Accelerate-AI-Adoption.html"
},
"url": "https://decisioninsights.ai/ravel-updates-orchestrate-ai-software-and-teams-with-supermicro-on-a-new-turnkey-ai-solution/"
},
{
"@id": "https://decisioninsights.ai/cloudbrink-integrates-identity-management-services-with-crowdstrike-in-sase-platform/#blogposting",
"@type": "NewsArticle",
"headline": "Cloudbrink integrates identity management services with Crowdstrike in SASE platform",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/07/30/3124006/0/en/Cloudbrink-Adds-Native-Identity-Management-and-Crowdstrike-Integration-to-its-SASE-Creating-a-Unified-Platform-with-Higher-Security-and-Less-Complexity.html"
},
"url": "https://decisioninsights.ai/cloudbrink-integrates-identity-management-services-with-crowdstrike-in-sase-platform/"
},
{
"@id": "https://decisioninsights.ai/southern-california-edison-modernizes-with-automation-and-orchestration/#blogposting",
"@type": "BlogPosting",
"headline": "Southern California Edison modernizes with automation 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/from-scripts-to-strategy-how-utilities-are-building-the-ai-ready-grid-with-automation-orchestration/"
},
"url": "https://decisioninsights.ai/southern-california-edison-modernizes-with-automation-and-orchestration/"
}
],
"url": "https://decisioninsights.ai/term/ai-infrastructure/page/139/"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/ai-infrastructure/page/139/",
"@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/139/#definedterm"
},
"name": "AI infrastructure",
"sdDatePublished": "2026-09-08",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/ai-infrastructure/page/139/"
}
]