AI beyond manual labeling
now supercharged by foundation models
Accelerate time to value with our transformative approach to data-centric AI—powered by programmatic labeling and now, foundation models.
Introducing Data-centric Foundation Model Development

Pixability distilled knowledge from foundation models and built smaller classification models with more than 90% accuracy in days with Data-centric Foundation Model Development in Snorkel Flow.
Snorkel Flow's data-centric, programmatic workflow speeds AI development by 10-100x.
The data-centric
AI development platform
Deep platform support for complex ML tasks and data types
Build powerful AI solutions to handle real-world tasks over complex data types. Combine ML tasks for multi-model applications across a range of complex data types and formats.
Structured data classification
Sequence tagging
Supported data types
Native PDFs
HTML files
Semi-structured/ tabular data
Get more from domain expert partnership.
Don't limit your subject matter experts' participation to tediously labeling one by one. Empower them to transfer their knowledge in a fraction of the time required by manual labeling. Activate their expertise for dramatically better training data creation, iteration, and troubleshooting.
Enterprise ready, fully interoperable
Cloud-agnostic and fully interoperable with your existing ML stack via an extensive Python SDK and other endpoints. Snorkel Flow provides enterprise-grade security and governance, user-tailored workflows, and access to unparalleled expertise.
Data ingest
Quickly and securely integrate to data pipelines or upload data locally.
Model training
Train custom models or choose from leading model frameworks with optional AutoML.
Production serving
Deploy your models within Snorkel Flow or export to the service of your choice.

Infrastructure
Host Snorkel Flow within the secure infrastructure of your choice.