Tecton
Contact salesEnterprise feature platform for machine learning
π Overview
Tecton is the enterprise feature platform built by the team that created Uber's Michelangelo ML platform. It provides a complete solution for feature engineering, storage, and serving at scaleβhandling both batch and real-time features.
β¨ Key Features
- β Unified Batch/Streaming: Same definitions for both
- β Real-time Serving: Sub-millisecond feature retrieval
- β Feature Monitoring: Track drift and quality
- β Time Travel: Point-in-time correct features
- β Declarative Definitions: Features as code
- β Enterprise Scale: Battle-tested at Uber scale
π° Pricing
Model
paid
Starting Price
Contact sales
π’ Enterprise plans available
π Pros
- + Most production-ready feature platform
- + Handles complex real-time features
- + Strong engineering team (Uber pedigree)
- + Comprehensive monitoring
- + Enterprise security features
π Cons
- β Enterprise pricing (expensive)
- β Requires significant data infrastructure
- β Overkill for smaller teams
- β Learning curve for full capabilities
π― Best For
Enterprise ML teams with real-time feature requirements and scale. Ideal when feature engineering is a bottleneck and you need production reliability.
π Works With
π More Feature Stores Tools
Databricks Feature Store
Feast
Open-source feature store for machine learning
Hopsworks
Vertex AI Feature Store