It’s not just about putting in a food order. It’s about providing an optimal experience for our customers. It’s really, really fast. Plus it’s a lot cheaper.
Daniel GalinkinHead of ML Engineering
Feature store
Redis’ acquisition of Featureform makes Redis a complete end-to-end feature store. It combines our speed for online serving with orchestration and governance to deliver a unified stack for real-time, batch, and streaming workflows. Teams can use Redis as a full feature store solution or as the online store with tools like Feast and Tecton.
Serve real-time features to models in production
Deliver live features, like user behavior or risk scores, to your models with sub-millisecond latency. Our feature store orchestrates batch, streaming, and on-demand pipelines while serving them instantly at inference.
Faster feature iteration with reusable pipelines
Define features once and reuse them across training and inference. Versioning, lineage, and search make iteration fast, consistent, and collaborative.
Integrate with your existing stack—fast
We can serve as your complete feature store solution with no rewrites or platform lock-in. You can also integrate with frameworks like Feast and Tecton if you only need Redis for online serving.
Built for enterprise scale and control
Deploy on your cloud or on-prem with robust support for access control, auditability, and team-level collaboration. Our governance features help enterprises stay compliant without compromising speed.
We also saw a 38% decrease in Redis latencies, helping to improve the runtime performance of serving models.
Arbaz KhanStaff Software Engineer
Redis Feature Store (formerly Featureform)
Versioning, lineage, & discovery
Track feature versions, metadata, and ownership to support fast iteration and easy collaboration.
Iceberg-native architecture
Scale with Apache Iceberg for indexing, time travel, and high-performance access to large datasets.
Point-in-time correctness
Train with historical feature views and avoid data leakage.
Governance & monitoring
Manage access, enforce policies, and monitor feature health across teams and environments.
Redis as an online store
Integrate with Feast & other feature stores
Use Feast as your offline feature store and Redis for real-time online serving.
Ultra-low-latency predictions
Get sub-millisecond performance for use cases like fraud detection, recommendations, and dynamic pricing.
Reduce downtime
Five-nines availability and single-digit-second failover maintain reliability and protect data integrity for mission-critical AI apps.
Keep features fresh in real time
Feature values update instantly, so models always access the most recent data for accurate predictions and dynamic decision-making.
Redis Open Source vs. Enterpise-grade Redis
Here is a breakdown of the additional capabilities in our enterprise-grade offering
Capability
Open source
Enterprise grade
Feature definitions & registry
Feature versioning & lineage
Batch ingestion
Online feature serving
Vector & embedding support
Deployment flexibility (cloud/on-prem)
Streaming ingestion
Security & access control (RBAC, SSO/SAML)
Monitoring & governance
Enterprise support & SLAs
Get started
Meet with a Redis expert and build your feature store today.