Scale AI vs ZenML — Comparison

Scale AI

Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.

Guides and quickstarts for integrating Scale products. Scale AI's mission is to accelerate the development of AI applications. To enable teams to make faster progress, we began with data - the foundation of all AI applications. Scale AI turns raw data into high-quality training data by combining machine learning powered pre-labeling and active tooling with varying levels and types of human review. If you are interested in learning more about our Enterprise engagements, get in touch with us.

ZenML

One layer for orchestration, versioning, and governance — from training pipelines to agent evals, local to Kubernetes.

Stop writing fragile scripts to connect your tools. ZenML provides a standardized protocol to bind your data retrieval (LlamaIndex), reasoning (LangChain), and training (PyTorch) steps into a single, cohesive system. Teams lose velocity rewriting notebook code for the cloud. ZenML allows the exact same @step to run locally for debugging, in batch for massive evaluations, and then deploy seamlessly to your production serving infrastructure. Your current orchestrator runs the job, but it doesn't track the data. ZenML adds a metadata layer to tools like Airflow or Kubeflow, giving you the artifact lineage and reproducibility that raw orchestrators lack. Built on Apache 2.0 for flexibility, hardened for the enterprise. Deploy ZenML inside your own VPC. Keep full sovereignty over your data, models, and API secrets while meeting SOC2 and ISO 27001 standards. Join thousands of teams using ZenML to eliminate chaos and accelerate AI delivery 60+ integrations across the AI ecosystem. From sklearn to LangGraph. We have put down our expertise around building production-ready, scalable AI platforms, building on insights from our top customers. Learn how teams are using ZenML to save time and simplify their MLOps. ZenML tracks production AI deployments across the industry Former Chief Scientist Salesforce and Founder of You.com ML Engineer / ML Ops / ML Solution architect at ADEO Services Professor of Linguistics and CS at Stanford Machine Learning Engineer at WiseTech Global Stay updated on the latest developments, announcements, and updates from the ZenML ecosystem. ZenML is a metadata layer on top of your existing infrastructure, meaning all data and compute stays on your side. ZenML is SOC2 and ISO 27001 compliant, validating our adherence to industry-leading standards for data security, availability, and confidentiality in our ongoing commitment to protecting your ML workflows and data. Subscribe to the ZenML newsletter and receive regular product updates, tutorials, examples, and more. Thanks for subscribing! Check your inbox to confirm. We care about your data in our privacy policy. Everything you need to know about the product. Predictable, transparent pricing that scales with value. Apply for a special price to access ZenML Pro features for early-stage companies building ML-powered products, universities, research institutions, and educational use cases. ZenML is a metadata layer on top of your existing infrastructure, meaning all data and compute stays on your side. ZenML is SOC2 and ISO 27001 Compliant ZenML is SOC2 and ISO 27001 compliant, validating our adherence to industry-leading standards for data security, availability, and confidentiality in our ongoing commitment to protecting your ML workflows and data. Everything you need to know about the product. Join the ZenML Community and start improving your MLOps stacks registered last 12 months ZenML offers the capability to build end-to-end ML workflows t

Scale AI

ZenML

Scale AI

ZenML

Scale AI

ZenML