Inspect and adapt across your pipeline
In Snorkel Flow you build more than a model. Use the visual builder to combine pre- and post-processing operators, models, and business logic.
Gain visibility into each step of your pipeline so you can, easily debug and experiment to optimize end-to-end application quality.
Get from development to production
We make it simple to ship AI to production for real-world impact that you can maintain in the face of real-world changes.Package applications into servable frameworks with a single click and deploy on the production infrastructure of your choice.
Respond easily to inevitable changes
Solve model degradation, update label schemas, and reflect business goal changes with simple labeling function updates.
Snorkel Flow regenerates your entire training set so you’re ready to retrain your model in minutes.