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Human View Machine View

Human View is the company 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-company --uuid 3452dad6-322f-4277-909c-d3ffd1d37b80
REST 
GET https://api.decisioninsights.ai/api/public/v1/companies/3452dad6-322f-4277-909c-d3ffd1d37b80
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":{"uuid":"3452dad6-322f-4277-909c-d3ffd1d37b80"},"name":"di_get_company"}}'

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.

Organization 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/registry/ai-engineers/#organization",
  "@type": "Organization",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "Related organizations",
      "propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
      "value": [
        {
          "@id": "https://decisioninsights.ai/registry/yandex-cloud/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/yandex-cloud/",
          "name": "Yandex Cloud"
        },
        {
          "@id": "https://decisioninsights.ai/registry/observo/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/observo/",
          "name": "Observo"
        },
        {
          "@id": "https://decisioninsights.ai/registry/global-cloud-infrastructure-built-for-ai/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/global-cloud-infrastructure-built-for-ai/",
          "name": "Global cloud infrastructure, built for AI"
        },
        {
          "@id": "https://decisioninsights.ai/registry/nstdata/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/nstdata/",
          "name": "NST Data"
        },
        {
          "@id": "https://decisioninsights.ai/registry/oai/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/oai/",
          "name": "OAI"
        },
        {
          "@id": "https://decisioninsights.ai/registry/scatr/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/scatr/",
          "name": "SCATR"
        },
        {
          "@id": "https://decisioninsights.ai/registry/malanta.ai/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/malanta.ai/",
          "name": "malanta.ai"
        },
        {
          "@id": "https://decisioninsights.ai/registry/avative-2/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/avative-2/",
          "name": "Avative"
        }
      ]
    },
    {
      "@type": "PropertyValue",
      "name": "Segment",
      "value": "Information Technology / Software \u0026 Services / IT Services / IT Consulting \u0026 Systems Integration"
    }
  ],
  "description": "AI Engineers is an organization that designs, builds, and operates artificial intelligence systems and machine learning models for enterprise use.",
  "keywords": [
    "Application",
    "Components",
    "Container Orchestration",
    "Data",
    "Data Integration",
    "Data Pipeline",
    "Data Pipelines",
    "Enterprise",
    "Inference",
    "IT Governance",
    "Large Language Model",
    "Latency",
    "Machine Learning",
    "Monitoring",
    "Performance Monitoring",
    "Retrieval Augmented Generation",
    "Services",
    "Systems Integration"
  ],
  "knowsAbout": [
    {
      "@id": "https://decisioninsights.ai/term/application/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/application/",
      "name": "Application"
    },
    {
      "@id": "https://decisioninsights.ai/term/ai-artificial-intelligence/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/ai-artificial-intelligence/",
      "name": "Artificial Intelligence"
    },
    {
      "@id": "https://decisioninsights.ai/term/components/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/components/",
      "name": "Components"
    },
    {
      "@id": "https://decisioninsights.ai/term/container-orchestration/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/container-orchestration/",
      "name": "Container Orchestration"
    },
    {
      "@id": "https://decisioninsights.ai/term/cybersecurity/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/cybersecurity/",
      "name": "Cybersecurity"
    },
    {
      "@id": "https://decisioninsights.ai/term/data-integration/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/data-integration/",
      "name": "Data Integration"
    },
    {
      "@id": "https://decisioninsights.ai/term/data-pipeline/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/data-pipeline/",
      "name": "Data Pipeline"
    },
    {
      "@id": "https://decisioninsights.ai/term/data-pipelines/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/data-pipelines/",
      "name": "Data Pipelines"
    },
    {
      "@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
      "name": "Enterprise"
    },
    {
      "@id": "https://decisioninsights.ai/term/inference/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/inference/",
      "name": "Inference"
    },
    {
      "@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/large-language-model-llm/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/large-language-model-llm/",
      "name": "Large Language Model"
    },
    {
      "@id": "https://decisioninsights.ai/term/latency/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/latency/",
      "name": "Latency"
    },
    {
      "@id": "https://decisioninsights.ai/term/machine-learning-ml/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/machine-learning-ml/",
      "name": "Machine Learning"
    },
    {
      "@id": "https://decisioninsights.ai/term/monitoring/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/monitoring/",
      "name": "Monitoring"
    },
    {
      "@id": "https://decisioninsights.ai/term/performance-monitoring/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/performance-monitoring/",
      "name": "Performance Monitoring"
    },
    {
      "@id": "https://decisioninsights.ai/term/retrieval-augmented-generation-rag/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/retrieval-augmented-generation-rag/",
      "name": "Retrieval Augmented Generation"
    },
    {
      "@id": "https://decisioninsights.ai/term/services/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/services/",
      "name": "Services"
    },
    {
      "@id": "https://decisioninsights.ai/term/systems-integration/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/systems-integration/",
      "name": "Systems Integration"
    }
  ],
  "logo": {
    "@type": "ImageObject",
    "url": "https://img.logo.dev/aiengineers.com?token=pk_CZeihPN_TrqRBIQ1KAv4yQ"
  },
  "mainEntityOfPage": "https://decisioninsights.ai/registry/ai-engineers/",
  "name": "AI Engineers"
}
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.",
  "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/registry/",
      "name": "Registry",
      "position": 2
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/registry/ai-engineers/",
      "name": "AI Engineers",
      "position": 3
    }
  ]
}
ProfilePage 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/registry/ai-engineers/",
  "@type": "ProfilePage",
  "dateModified": "2026-10-24T10:21:36Z",
  "isPartOf": {
    "@id": "https://decisioninsights.ai/#website"
  },
  "mainEntity": {
    "@id": "https://decisioninsights.ai/registry/ai-engineers/#organization"
  },
  "sdDatePublished": "2026-10-24",
  "sdPublisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai/registry/ai-engineers/"
}
What we add

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

Application https://decisioninsights.ai/term/application/ Artificial Intelligence https://decisioninsights.ai/term/ai-artificial-intelligence/ Components https://decisioninsights.ai/term/components/ and 16 more

Counted facts

Counted facts, including the peer companies this record publishes as Related organizations. That set is built from this organization's own topic profile over the listed directory and excludes its parent and subsidiaries. It is not a curated competitor list.

Related organizations Yandex Cloud, Observo, Global cloud infrastructure, built for AI, NST Data, OAI, SCATR, malanta.ai, Avative

Industry classification

No company publishes a structured, queryable industry classification on its own site -- we track and verify it.

Segment Information Technology / Software & Services / IT Services / IT Consulting & Systems Integration