energy and utilities
Industrial data scientists can work at scale and deploy Dask clusters with a single click. Leverage necessary development tools, rapid model iterating, training, deployment, collaboration, sharing and updating models with version control, and more.
Scale & Deploy
From containerization scripting to the complicated steps required to stand up instances on a cloud providers’ platform -- are all handled by Saturn Cloud.
Process Larger Datasets
Process large industrial datasets like unstructured work order text to structured timeseries sensor data in a matter of hours instead of weeks.
Clear Model Translation
Because Saturn runs notebooks within Docker images-- model translation to production is much more straightforward. A data science lead can ensure the entire team is creating models against the same packages/package versions, then use Saturn’s Custom Deployment tool to deploy models into production.
Workflow With Prefect
Saturn’s images preloaded with Prefect enable continuous workflow orchestration i.e. productionalized models can be automatically retrained/deployed through whatever steps you specify via Prefect.
NLP and Failure Prediction Solutions
Train models against an entire fleet of industrial assets, deploy models to production, receive feedback, and iteratively improve on models.
End-to-end visibility from feature engineering to production deployment (handled by Saturn’s Prefect integration).