User Interface

FeatureByte simplifies the feature lifecycle with an intuitive interface, organized into eight sections:

Explore

Kickstart your feature engineering by discovering and registering source tables. Enhance tables with metadata, grasp column semantics, and align them with our ontology for more effective feature engineering.

Formulate

Define your use case to facilitate the creation of new features, and organize your training data assets along with the deployments of your Machine Learning models.

Ideate

Use Feature Ideation to automatically generate feature ideas and feature lists tailored to your specific use case.

Experiment

Refine feature lists using our Self-Organized Feature Catalog. Get suggestions for feature list enhancements and generate training data for your Machine Learning models. Deploy successful feature lists in a minute.

Approve

Submit changes in table metadata and features for review, ensuring alignment with data changes and maintaining the integrity of features pushed into production.

Manage

Monitor your deployments, keeping abreast of their performance and features status.

Security

Manage credentials securely and effectively within the platform.

Admin

Implement role-based access controls, ensuring secure and appropriate access across your team.

Learn by Example

Discover FeatureByte's interface with our step-by-step UI tutorials. You'll learn how to create a catalog, define your data model, and articulate your use cases. You'll discover how Feature Ideation can automatically suggest features to fit these cases. We'll also cover building custom feature lists, computing training data, managing feature deployment, and navigating version control to address changes in source table availability and quality.