Skip to main content

AI Control Plane

  • 3 articles
Last updated August 24, 2026
Human View Machine View

Human View is the term as people read it. Machine View is exactly what an AI agent receives.

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

This is exactly what an AI agent receives. The same record, as JSON-LD, below.

Use this record in your app or agent

CLI 
di get-glossary --slug ai-control-plane
REST 
GET https://api.decisioninsights.ai/api/public/v1/glossary/56411190-bd82-4e49-b8b4-0026e98ef6c2
Test via 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-control-plane"},"name":"di_get_term"}}'

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.

Connect your agent over MCP REST API and CLI docs

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.

DefinedTerm 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/ai-control-plane/#definedterm",
  "@type": "DefinedTerm",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "Articles mentioning this entity",
      "value": 3
    },
    {
      "@type": "PropertyValue",
      "name": "Related terms",
      "valueReference": [
        {
          "@id": "https://decisioninsights.ai/term/control-plane/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/control-plane/",
          "name": "Control Plane"
        },
        {
          "@id": "https://decisioninsights.ai/term/control-plane-automation/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/control-plane-automation/",
          "name": "Control Plane Automation"
        },
        {
          "@id": "https://decisioninsights.ai/term/ai-access-control/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-access-control/",
          "name": "AI access control"
        },
        {
          "@id": "https://decisioninsights.ai/term/unified-control-plane/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/unified-control-plane/",
          "name": "Unified Control Plane"
        },
        {
          "@id": "https://decisioninsights.ai/term/ai-infrastructure-orchestrator/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-infrastructure-orchestrator/",
          "name": "AI Infrastructure Orchestrator"
        },
        {
          "@id": "https://decisioninsights.ai/term/ai-fabric-controller/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-fabric-controller/",
          "name": "AI Fabric Controller"
        },
        {
          "@id": "https://decisioninsights.ai/term/ai-policy-enforcement-layer/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-policy-enforcement-layer/",
          "name": "AI Policy Enforcement Layer"
        },
        {
          "@id": "https://decisioninsights.ai/term/ai-application-layer/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-application-layer/",
          "name": "AI Application Layer"
        }
      ]
    },
    {
      "@type": "PropertyValue",
      "name": "Related terms (co-occurring topics)",
      "valueReference": [
        {
          "@id": "https://decisioninsights.ai/term/ai-infrastructure/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ai-infrastructure/",
          "name": "AI infrastructure"
        },
        {
          "@id": "https://decisioninsights.ai/term/cybersecurity/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/cybersecurity/",
          "name": "Cybersecurity"
        },
        {
          "@id": "https://decisioninsights.ai/term/authorization/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/authorization/",
          "name": "Authorization"
        },
        {
          "@id": "https://decisioninsights.ai/term/certification/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/certification/",
          "name": "Certification"
        },
        {
          "@id": "https://decisioninsights.ai/term/cloud-native/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/cloud-native/",
          "name": "Cloud Native"
        },
        {
          "@id": "https://decisioninsights.ai/term/data-center/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/data-center/",
          "name": "Data Center"
        },
        {
          "@id": "https://decisioninsights.ai/term/edge/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/edge/",
          "name": "Edge"
        },
        {
          "@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
          "name": "Enterprise"
        },
        {
          "@id": "https://decisioninsights.ai/term/ethernet/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/ethernet/",
          "name": "Ethernet"
        },
        {
          "@id": "https://decisioninsights.ai/term/government-cloud-g-cloud/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/government-cloud-g-cloud/",
          "name": "Government Cloud"
        },
        {
          "@id": "https://decisioninsights.ai/term/it-governance/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/it-governance/",
          "name": "IT Governance"
        },
        {
          "@id": "https://decisioninsights.ai/term/latency/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/latency/",
          "name": "Latency"
        },
        {
          "@id": "https://decisioninsights.ai/term/market/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/market/",
          "name": "Market"
        },
        {
          "@id": "https://decisioninsights.ai/term/monitoring/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/monitoring/",
          "name": "Monitoring"
        },
        {
          "@id": "https://decisioninsights.ai/term/networking/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/networking/",
          "name": "Networking"
        },
        {
          "@id": "https://decisioninsights.ai/term/network-operator/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/network-operator/",
          "name": "Network Operator"
        },
        {
          "@id": "https://decisioninsights.ai/term/observability/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/observability/",
          "name": "Observability"
        },
        {
          "@id": "https://decisioninsights.ai/term/on-premises-on-prem/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/on-premises-on-prem/",
          "name": "on-premises"
        },
        {
          "@id": "https://decisioninsights.ai/term/orchestration/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/orchestration/",
          "name": "Orchestration"
        },
        {
          "@id": "https://decisioninsights.ai/term/partnership/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/partnership/",
          "name": "Partnership"
        },
        {
          "@id": "https://decisioninsights.ai/term/protection/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/protection/",
          "name": "Protection"
        },
        {
          "@id": "https://decisioninsights.ai/term/public-sector/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/public-sector/",
          "name": "Public Sector"
        },
        {
          "@id": "https://decisioninsights.ai/term/router/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/router/",
          "name": "Router"
        },
        {
          "@id": "https://decisioninsights.ai/term/services/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/services/",
          "name": "Services"
        },
        {
          "@id": "https://decisioninsights.ai/term/software/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/software/",
          "name": "Software"
        },
        {
          "@id": "https://decisioninsights.ai/term/sovereign-cloud-gk8lnq/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/sovereign-cloud-gk8lnq/",
          "name": "Sovereign cloud"
        },
        {
          "@id": "https://decisioninsights.ai/term/switch/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/switch/",
          "name": "Switch"
        },
        {
          "@id": "https://decisioninsights.ai/term/threats/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/threats/",
          "name": "Threats"
        },
        {
          "@id": "https://decisioninsights.ai/term/visibility/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/visibility/",
          "name": "Visibility"
        },
        {
          "@id": "https://decisioninsights.ai/term/wireless/#definedterm",
          "@type": "DefinedTerm",
          "mainEntityOfPage": "https://decisioninsights.ai/term/wireless/",
          "name": "Wireless"
        }
      ]
    }
  ],
  "description": "AI control plane is an architectural layer that centrally manages policies, routing, governance, and monitoring for models and AI services across distributed environments, enabling enterprises to coordinate AI usage, enforce controls, and maintain consistent oversight over deployments and operations.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "AI Control Plane",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/schneider-electric-and-amd-agent-security-and-sovereign-cloud-week-of-july-27-2026/#blogposting",
      "@type": "BlogPosting",
      "headline": "Schneider Electric and AMD, agent security and sovereign cloud - Week of July 27, 2026",
      "url": "https://decisioninsights.ai/schneider-electric-and-amd-agent-security-and-sovereign-cloud-week-of-july-27-2026/"
    },
    {
      "@id": "https://decisioninsights.ai/ibms-dr.-radha-plumb-discusses-building-an-ai-control-plane/#blogposting",
      "@type": "NewsArticle",
      "headline": "IBM’s Dr. Radha Plumb Discusses Building an AI Control Plane",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "GlobeNewswire"
        },
        "url": "https://www.globenewswire.com/news-release/2026/07/22/3331361/0/en/CIOs-Need-to-Know-that-AI-Magic-Is-Not-the-Answer-to-Driving-Measurable-Business-Outcomes-According-to-IBM-s-VP-of-AI-First-Transformation.html"
      },
      "url": "https://decisioninsights.ai/ibms-dr.-radha-plumb-discusses-building-an-ai-control-plane/"
    },
    {
      "@id": "https://decisioninsights.ai/speakeasy-defines-the-ai-control-plane-the-governing-layer-enterprises-need-to-safely-scale-ai/#blogposting",
      "@type": "NewsArticle",
      "headline": "Speakeasy Defines the \"AI Control Plane\" -- the Governing Layer Enterprises Need to Safely Scale AI",
      "isBasedOn": {
        "@type": "CreativeWork",
        "sourceOrganization": {
          "@type": "Organization",
          "name": "Cision"
        },
        "url": "https://www.prnewswire.com/news-releases/speakeasy-defines-the-ai-control-plane--the-governing-layer-enterprises-need-to-safely-scale-ai-302759058.html"
      },
      "url": "https://decisioninsights.ai/speakeasy-defines-the-ai-control-plane-the-governing-layer-enterprises-need-to-safely-scale-ai/"
    }
  ],
  "url": "https://decisioninsights.ai/term/ai-control-plane/"
}
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.",
  "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"
}
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/ai-control-plane/",
      "name": "AI Control Plane",
      "position": 3
    }
  ]
}
CollectionPage 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/ai-control-plane/",
  "@type": "CollectionPage",
  "dateModified": "2026-08-24T01:38:06Z",
  "description": "AI control plane is an architectural layer that centrally manages policies, routing, governance, and monitoring for models and AI services across distributed environments, enabling enterprises to coordinate AI usage, enforce controls, and maintain consistent oversight over deployments and operations.",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/term/ai-control-plane/#definedterm"
  },
  "name": "AI Control Plane",
  "sdDatePublished": "2026-08-24",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/term/ai-control-plane/"
}
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 Schneider Electric and AMD, agent security and sovereign cloud - Week of July 27, 2026 NewsArticle IBM’s Dr. Radha Plumb Discusses Building an AI Control Plane NewsArticle Speakeasy Defines the "AI Control Plane" -- the Governing Layer Enterprises Need to Safely Scale AI

Counted facts

A dictionary definition doesn't say how often a term is actually used. This counts it across the graph -- articles that mention it, open source projects tagged with it, and the organizations tagged with it, listed here alongside the count. A term has no peer companies, and nothing here claims otherwise.

Articles mentioning this entity 3 Related terms Related terms (co-occurring topics)

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

Somebody dispatched this agent to evaluate AI Control Plane for a real decision: a shortlist, a vendor comparison, a purchase. "AI Control Plane 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 AI Control Plane
  2. One of its 3 linked records NewsArticle IBM’s Dr. Radha Plumb Discusses Building an AI Control Plane https://decisioninsights.ai/ibms-dr.-radha-plumb-discusses-building-an-ai-control-plane/
  3. The primary source CreativeWork globenewswire.com https://www.globenewswire.com/news-release/2026/07/22/3331361/0/en/CIOs-Need-to-Know-that-AI-Magic-Is-Not-the-Answer-to-Driving-Measurable-Business-Outcomes-According-to-IBM-s-VP-of-AI-First-Transformation.html

Our summary is written by Decision Insights Record. The source keeps its own byline. Both are in the JSON.