Commercial Information

Vendor Name



Founded by Patrick Dougherty and Jared Parker

Stand-alone vs. Platform

Stand Alone Feature Store

Delivery Model

Open Source Software

Fully-Managed Cloud Service

Clouds Supported

AWS, GCP, Azure, On-Prem

Pricing Model

Per User Pricing

Consumption Pricing

Service Level Guarantees



24 x 7 support & response time guarantees

Feature Store Capabilities

Feature Definitions

Declarative framework for defining features (incl. transformations and materialization)

Feature ingestion jobs managed in notebooks

Feature definitions are backed in git

Feature definitions are managed in central repo

Automated Transforms

Not available (pipelines run outside of feature store)

Feature Ingestion

Pandas (for batch feature ingestion)

SQL (for batch ingestion)

Storage and Feature Processing Infrastructure


Feature Sharing and Discovery

Web UI

Searchable feature catalog with metadata

Feature discovery including transformations, data lineage, and values

Feature versioning and dependency management

Training Dataset Generation
Online Serving

Serving endpoint / API for online data

Monitoring and Alerting

Data drift detection

Data quality monitoring

Security and Data Governance

Data remains in end-user's cloud account


snowflake, S3, csv, (more coming soon)


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