Term · Topic
Inference
Inference is the execution of a trained artificial intelligence or machine learning model on new data to produce outputs such as predictions or classifications, used in enterprises to support production applications, automated decisions, and analytics within governed, monitored environments.
- 124 articles
- 254 companies
- Most covered: Nvidia, Crusoe, Aviz Networks
What this term record gives an agent
Vendors describe the same technology in different words. This record pins down what "Inference" 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
254 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":"inference"},"name":"di_get_term"}}'REST
GET https://api.decisioninsights.ai/api/public/v1/glossary/3cf1ba89-8c50-4b22-9c32-69ac0c1b1ffeCLI
di get-glossary --slug inferenceThe 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 | 124 articles tag it; 254 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/inference/page/6/",
"name": "Inference",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/inference/page/6/#definedterm",
"@type": "DefinedTerm",
"description": "Inference is the execution of a trained artificial intelligence or machine learning model on new data to produce outputs such as predictions or classifications, used in enterprises to support production applications, automated decisions, and analytics within governed, monitored environments.",
"inDefinedTermSet": {
"@id": "https://decisioninsights.ai/term/#termset",
"@type": "DefinedTermSet",
"url": "https://decisioninsights.ai/term/"
},
"name": "Inference",
"subjectOf": [
{
"@id": "https://decisioninsights.ai/platform-engineering-for-ai:-why-platform-teams-are-the-new-product-teams/#blogposting",
"@type": "BlogPosting",
"headline": "Platform Engineering for AI: Why Platform Teams Are the New Product Teams",
"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-as-code/platform-engineering-for-ai-product-teams/"
},
"url": "https://decisioninsights.ai/platform-engineering-for-ai:-why-platform-teams-are-the-new-product-teams/"
},
{
"@id": "https://decisioninsights.ai/delloro-group-finds-ai-ran-moving-toward-broader-adoption-across-the-ran-stack/#blogposting",
"@type": "BlogPosting",
"headline": "Dell’Oro Group Finds AI RAN Moving Toward Broader Adoption Across the RAN Stack",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/dell-oro-group/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/dell-oro-group/",
"name": "Dell'Oro Group"
},
"url": "https://www.delloro.com/all-roads-lead-to-ai-ran/"
},
"url": "https://decisioninsights.ai/delloro-group-finds-ai-ran-moving-toward-broader-adoption-across-the-ran-stack/"
},
{
"@id": "https://decisioninsights.ai/teleport-introduces-beams-runtime-for-ai-agents-with-identity/#blogposting",
"@type": "NewsArticle",
"headline": "Teleport Introduces Beams Runtime for AI Agents With Identity",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/19/3258943/0/en/Teleport-Launches-Beams-Trusted-Agent-Runtimes-For-Infrastructure.html"
},
"url": "https://decisioninsights.ai/teleport-introduces-beams-runtime-for-ai-agents-with-identity/"
},
{
"@id": "https://decisioninsights.ai/nvidia-launches-vera-rubin-platform-with-seven-new-chips-for-scalable-ai-infrastructure/#blogposting",
"@type": "NewsArticle",
"headline": "NVIDIA launches Vera Rubin platform with seven new chips for scalable AI infrastructure",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/16/3256638/0/en/NVIDIA-Vera-Rubin-Opens-Agentic-AI-Frontier.html"
},
"url": "https://decisioninsights.ai/nvidia-launches-vera-rubin-platform-with-seven-new-chips-for-scalable-ai-infrastructure/"
},
{
"@id": "https://decisioninsights.ai/nvidia-launches-bluefield-4-stx-storage-architecture-with-broad-industry-adoption/#blogposting",
"@type": "NewsArticle",
"headline": "NVIDIA launches BlueField-4 STX storage architecture with broad industry adoption",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/16/3256640/0/en/NVIDIA-Launches-BlueField-4-STX-Storage-Architecture-With-Broad-Industry-Adoption.html"
},
"url": "https://decisioninsights.ai/nvidia-launches-bluefield-4-stx-storage-architecture-with-broad-industry-adoption/"
},
{
"@id": "https://decisioninsights.ai/crusoe-expands-nvidia-collaboration-across-ai-infrastructure-stack/#blogposting",
"@type": "NewsArticle",
"headline": "Crusoe expands NVIDIA collaboration across AI infrastructure stack",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/16/3256751/0/en/Crusoe-Expands-NVIDIA-Collaboration-Across-the-Full-AI-Factory-Stack-Delivering-the-Complete-Infrastructure-for-the-Agentic-AI-Era.html"
},
"url": "https://decisioninsights.ai/crusoe-expands-nvidia-collaboration-across-ai-infrastructure-stack/"
},
{
"@id": "https://decisioninsights.ai/nvidia-launches-dynamo-1.0-open-source-software-for-ai-inference-at-scale/#blogposting",
"@type": "NewsArticle",
"headline": "NVIDIA launches Dynamo 1.0 open source software for AI inference at scale",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/16/3256759/0/en/NVIDIA-Enters-Production-With-Dynamo-the-Broadly-Adopted-Inference-Operating-System-for-AI-Factories.html"
},
"url": "https://decisioninsights.ai/nvidia-launches-dynamo-1.0-open-source-software-for-ai-inference-at-scale/"
},
{
"@id": "https://decisioninsights.ai/amazon-web-services-deploys-cerebras-inference-chips/#blogposting",
"@type": "NewsArticle",
"headline": "Amazon Web Services deploys Cerebras inference chips",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Alan Weissberger"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/ieee/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/ieee/",
"name": "IEEE"
},
"url": "https://techblog.comsoc.org/2026/03/14/aws-to-deploy-ai-inference-chips-from-cerebras-into-its-data-centers-anapurna-labs-in-house-ai-silicon-products/"
},
"url": "https://decisioninsights.ai/amazon-web-services-deploys-cerebras-inference-chips/"
},
{
"@id": "https://decisioninsights.ai/sonic-reports-lower-per-gigabit-costs-as-refresh-cycles-shorten/#blogposting",
"@type": "BlogPosting",
"headline": "SONiC reports lower per-gigabit costs as refresh cycles shorten",
"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/f500-leaders-breaking-networking-refresh-treadmill"
},
"url": "https://decisioninsights.ai/sonic-reports-lower-per-gigabit-costs-as-refresh-cycles-shorten/"
},
{
"@id": "https://decisioninsights.ai/crusoe-introduces-crusoe-edge-zones-for-modular-ai-edge-capacity/#blogposting",
"@type": "NewsArticle",
"headline": "Crusoe introduces Crusoe Edge Zones for modular AI edge capacity",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/03/12/3254875/0/en/Crusoe-Unveils-Crusoe-Edge-Zones-to-Deliver-High-Performance-AI-Infrastructure-Powered-by-Crusoe-Spark-Modular-AI-Data-Centers.html"
},
"url": "https://decisioninsights.ai/crusoe-introduces-crusoe-edge-zones-for-modular-ai-edge-capacity/"
},
{
"@id": "https://decisioninsights.ai/delloro-group-reports-data-center-component-revenue-rose-in-4q-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Dell’Oro Group reports data center component revenue rose in 4Q 2025",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/dell-oro-group/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/dell-oro-group/",
"name": "Dell'Oro Group"
},
"url": "https://www.delloro.com/news/ai-infrastructure-expansion-drives-data-center-it-component-market-growth/"
},
"url": "https://decisioninsights.ai/delloro-group-reports-data-center-component-revenue-rose-in-4q-2025/"
},
{
"@id": "https://decisioninsights.ai/huawei-launches-ai-data-platform-at-mwc-barcelona/#blogposting",
"@type": "NewsArticle",
"headline": "Huawei launches AI Data Platform at MWC Barcelona",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://www.prnewswire.com/news-releases/huawei-launches-ai-data-platform-to-bridge-models-and-business-value-302705234.html"
},
"url": "https://decisioninsights.ai/huawei-launches-ai-data-platform-at-mwc-barcelona/"
}
],
"url": "https://decisioninsights.ai/term/inference/page/6/"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/inference/page/6/",
"@type": "CollectionPage",
"dateModified": "2026-08-24T03:52:47Z",
"description": "Inference is the execution of a trained artificial intelligence or machine learning model on new data to produce outputs such as predictions or classifications, used in enterprises to support production applications, automated decisions, and analytics within governed, monitored environments.",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/term/inference/page/6/#definedterm"
},
"name": "Inference",
"sdDatePublished": "2026-08-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/inference/page/6/"
}
]