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ZenML

ZenML is an open-source MLOps framework for orchestrating reproducible machine learning pipelines across enterprise infrastructure.

  • zenml.io
  • 28 topics
  • Updated Oct 27, 2026

What this record adds to ZenML's own site

ZenML's site tells an agent what ZenML offers. This record adds what a company can't say about itself: who confirms it, who writes about it, and where it sits among its peers. Every line says where it came from.

Confirmed identity

The website and two profiles (LinkedIn, X) matched to one company, so an agent knows it has the right ZenML.

Market context

Industry, 28 topics, peers and segments from a graph of thousands of companies, refreshed nightly, so an agent can compare without guessing.

Get this record

The same record, three ways in. No key needed to try it.

MCP

Add https://mcp.decisioninsights.ai/api/mcp-public to your agent, then ask about ZenML. Or test it now:

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":{"website":"zenml.io"},"name":"di_get_company"}}'

REST

GET https://api.decisioninsights.ai/api/public/v1/companies/ba5faca6-fc2c-4275-9f8c-af1232c0d6e6

CLI

di get-company --website zenml.io

How an agent can check this record before relying on it

This record makes claims about ZenML. Before an agent repeats one, it should be able to confirm it without taking our word for it. Each row is one check, what the record shows for ZenML today, and where an agent finds it in the data.

The check What the record shows Where it is in the data
The domain is theirs zenml.io, matched to the company url
Their profiles agree 2 profiles confirmed as the same company sameAs
They fit their market 28 topics, with peers in the same segments knowsAbout
Agent Ready Amber 67 of 100 on Stringer's Agent Readiness score, checked October 25, 2026. Not Agent Ready yet.Stringer ID zenml.io · stringer.ai/verified/zenml.io additionalProperty"Agent Readiness"
Verified Not claimed ZenML hasn't claimed this listing, so everything in it comes from public sources. additionalProperty"Listing status"
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/registry/",
        "name": "Registry",
        "position": 2
      },
      {
        "@type": "ListItem",
        "item": "https://decisioninsights.ai/registry/zenml/",
        "name": "ZenML",
        "position": 3
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/registry/zenml/#organization",
    "@type": "Organization",
    "additionalProperty": [
      {
        "@type": "PropertyValue",
        "name": "Related organizations",
        "propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
        "value": [
          {
            "@id": "https://decisioninsights.ai/registry/bentoml/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/bentoml/",
            "name": "BentoML"
          },
          {
            "@id": "https://decisioninsights.ai/registry/databricks/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/databricks/",
            "name": "Databricks"
          },
          {
            "@id": "https://decisioninsights.ai/registry/nebius/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/nebius/",
            "name": "Nebius"
          },
          {
            "@id": "https://decisioninsights.ai/registry/comet/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/comet/",
            "name": "Comet ML, Inc."
          },
          {
            "@id": "https://decisioninsights.ai/registry/clearml/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/clearml/",
            "name": "ClearML"
          },
          {
            "@id": "https://decisioninsights.ai/registry/iguaz-io/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/iguaz-io/",
            "name": "Iguazio"
          },
          {
            "@id": "https://decisioninsights.ai/registry/anyscale/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/anyscale/",
            "name": "Anyscale"
          },
          {
            "@id": "https://decisioninsights.ai/registry/hugging-face/#organization",
            "@type": "Organization",
            "mainEntityOfPage": "https://decisioninsights.ai/registry/hugging-face/",
            "name": "Hugging Face"
          }
        ]
      },
      {
        "@type": "PropertyValue",
        "name": "Segment",
        "value": "Information Technology / Software & Services / IT Services / Internet Services & Infrastructure"
      },
      {
        "@type": "PropertyValue",
        "description": "67 of 100 on Stringer's Agent Readiness score, checked October 25, 2026. Not Agent Ready yet.",
        "identifier": "zenml.io",
        "maxValue": 100,
        "minValue": 0,
        "name": "Agent Readiness",
        "propertyID": "https://decisioninsights.ai/ns#agentReadiness",
        "url": "https://stringer.ai/verified/zenml.io/",
        "value": 67,
        "valueReference": {
          "@type": "DefinedTerm",
          "name": "Amber",
          "termCode": "amber"
        }
      },
      {
        "@type": "PropertyValue",
        "description": "ZenML hasn't claimed this listing, so everything in it comes from public sources.",
        "name": "Listing status",
        "propertyID": "https://decisioninsights.ai/ns#listingStatus",
        "value": "Not claimed"
      }
    ],
    "address": {
      "@type": "PostalAddress",
      "addressCountry": "DE",
      "addressLocality": "Munich",
      "addressRegion": "BY"
    },
    "description": "ZenML is an open-source MLOps framework for orchestrating reproducible machine learning pipelines across enterprise infrastructure.",
    "keywords": [
      "CI/CD",
      "CI/CD Pipeline",
      "Cloud",
      "Components",
      "Continuous Integration and Continuous Deployment",
      "DevOps",
      "Enterprise",
      "Experiment Tracking",
      "Infrastructure Management",
      "IT Governance",
      "Lifecycle Management",
      "Machine Learning",
      "Machine Learning Operations",
      "Metadata",
      "Model Deployment",
      "Model Serving",
      "Model Training",
      "Monitoring",
      "on-premises",
      "Open Source",
      "Orchestration",
      "Orchestration Layer",
      "Public Cloud",
      "Services"
    ],
    "knowsAbout": [
      {
        "@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/ai-artificial-intelligence/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/ai-artificial-intelligence/",
        "name": "Artificial Intelligence"
      },
      {
        "@id": "https://decisioninsights.ai/term/cicd/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/cicd/",
        "name": "CI/CD"
      },
      {
        "@id": "https://decisioninsights.ai/term/cicd-pipeline/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/cicd-pipeline/",
        "name": "CI/CD Pipeline"
      },
      {
        "@id": "https://decisioninsights.ai/term/cloud/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/cloud/",
        "name": "Cloud"
      },
      {
        "@id": "https://decisioninsights.ai/term/components/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/components/",
        "name": "Components"
      },
      {
        "@id": "https://decisioninsights.ai/term/continuous-integration-and-continuous-deployment-cicd/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/continuous-integration-and-continuous-deployment-cicd/",
        "name": "Continuous Integration and Continuous Deployment"
      },
      {
        "@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/devops/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/devops/",
        "name": "DevOps"
      },
      {
        "@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
        "name": "Enterprise"
      },
      {
        "@id": "https://decisioninsights.ai/term/experiment-tracking/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/experiment-tracking/",
        "name": "Experiment Tracking"
      },
      {
        "@id": "https://decisioninsights.ai/term/infrastructure-management/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/infrastructure-management/",
        "name": "Infrastructure Management"
      },
      {
        "@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/lifecycle-management/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/lifecycle-management/",
        "name": "Lifecycle Management"
      },
      {
        "@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/machine-learning-operations-mlops/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/machine-learning-operations-mlops/",
        "name": "Machine Learning Operations"
      },
      {
        "@id": "https://decisioninsights.ai/term/metadata/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/metadata/",
        "name": "Metadata"
      },
      {
        "@id": "https://decisioninsights.ai/term/model-deployment/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/model-deployment/",
        "name": "Model Deployment"
      },
      {
        "@id": "https://decisioninsights.ai/term/model-serving/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/model-serving/",
        "name": "Model Serving"
      },
      {
        "@id": "https://decisioninsights.ai/term/model-training/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/model-training/",
        "name": "Model Training"
      },
      {
        "@id": "https://decisioninsights.ai/term/monitoring/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/monitoring/",
        "name": "Monitoring"
      },
      {
        "@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/open-source/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/open-source/",
        "name": "Open Source"
      },
      {
        "@id": "https://decisioninsights.ai/term/orchestration/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/orchestration/",
        "name": "Orchestration"
      },
      {
        "@id": "https://decisioninsights.ai/term/orchestration-layer/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/orchestration-layer/",
        "name": "Orchestration Layer"
      },
      {
        "@id": "https://decisioninsights.ai/term/public-cloud/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/public-cloud/",
        "name": "Public Cloud"
      },
      {
        "@id": "https://decisioninsights.ai/term/services/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/services/",
        "name": "Services"
      },
      {
        "@id": "https://decisioninsights.ai/term/sd-storage/#definedterm",
        "@type": "DefinedTerm",
        "mainEntityOfPage": "https://decisioninsights.ai/term/sd-storage/",
        "name": "Storage"
      }
    ],
    "mainEntityOfPage": "https://decisioninsights.ai/registry/zenml/",
    "name": "ZenML",
    "sameAs": [
      "https://www.linkedin.com/company/zenml",
      "https://x.com/zenml_io"
    ],
    "url": "https://zenml.io"
  },
  {
    "@context": "https://schema.org",
    "@id": "https://decisioninsights.ai/registry/zenml/",
    "@type": "ProfilePage",
    "dateModified": "2026-10-27T10:22:51Z",
    "isPartOf": {
      "@id": "https://decisioninsights.ai/#website"
    },
    "mainEntity": {
      "@id": "https://decisioninsights.ai/registry/zenml/#organization"
    },
    "sdDatePublished": "2026-10-27",
    "sdPublisher": {
      "@id": "https://decisioninsights.ai/#organization"
    },
    "url": "https://decisioninsights.ai/registry/zenml/"
  },
  {
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "ZenML is an open-source MLOps framework for orchestrating reproducible machine learning pipelines across enterprise infrastructure."
        },
        "name": "Who is ZenML?"
      },
      {
        "@type": "Question",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "ZenML competes in: Information Technology / Software & Services / IT Services / Internet Services & Infrastructure."
        },
        "name": "What does ZenML compete in?"
      },
      {
        "@type": "Question",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "No article in the knowledge graph for ZenML yet."
        },
        "name": "How much coverage does ZenML have on Decision Insights?"
      }
    ]
  }
]