Why Specialized Governance Matters in Machine Learning?

Features originate from a DAG of transformations spanning multiple data infrastructure elements and traversing various files and tables. Attempting to manage these intricacies at the file, row, or table level can result in a convoluted web of disconnected rules. Featureform’s approach simplifies this complexity by providing abstractions that seamlessly align with the data science workflow.

Featureform’s Integration with Existing Governance Tools

Featureform doesn’t aim to replace your current governance and data catalog solutions. Instead, we empower data scientists and MLOps teams to work with abstractions that harmonize with their workflow, while relegating lower-level rules to data catalogs and governance tools like Collibra and Datahub. For deeper insights into our integrations, don’t hesitate to sign up for a Featureform Enterprise demo.