Enterprise Feature Store

Feature Management, Simplified

Enterprise feature store & online feature serving with lineage, versioning, online/offline parity, and observability.

10x
Faster Feature Deployment
99.99%
Service Uptime
<1ms
P99 Latency
100%
Online/Offline Parity

Core Capabilities

Everything you need for enterprise-grade feature management

Feature Lineage

Track feature dependencies and data flow across your ML pipeline with comprehensive lineage tracking.

Version Control

Full version history and rollback capabilities for all features with automatic versioning.

Real-time Serving

Ultra-low latency feature serving with guaranteed online/offline consistency.

Observability

Complete monitoring, logging, and alerting for feature pipelines and serving layers.

Data Governance

Enterprise-grade security, access control, and compliance for feature data.

Unified Storage

Single source of truth for all features with automatic synchronization across environments.

Built for Scale

Production-ready architecture for enterprise ML workloads

Offline
Batch feature computation & training data generation
Feature Store
Central registry with versioning & lineage
Online
Real-time feature serving <1ms latency

Ready to Get Started?

Join leading ML teams using FeatureHarbor for production feature management