Develop. Transform. Serve.

Feature Platform for Machine Learning

Tecton overview

Deploy machine learning applications to production in minutes, rather than months. Automate the transformation of raw data, generate training data sets, and serve features for online inference at scale.

Tecton overview

From the Creators of Uber Michelangelo, the ML Platform powering every model at Uber. Now Trusted by Leading ML Teams.

The problem we solve
The problem we solve

Existing Tools Can’t Meet
the Unique Data Requirements of Production ML

Existing Tools Can’t Solve the Unique Data Requirements of Production ML

Without the right tooling, data teams have been stitching disparate systems to deploy machine learning into production — spending months, if not years, in the process.

A complete platform

More Than a Feature Store.
The Feature Platform for Machine Learning.

Feature platform for machine learning
Feature Repository

Define and Manage Features as Code

Tecton works best with structured data. Define features in python files using a declarative framework and manage those features through a git repository.

Feature Pipelines


Tecton automatically orchestrates data pipelines to continuously process and transform raw data into features.

Tecton data orchestrator

Feature Store

Store and Serve

Tecton stores feature values consistently across training and serving environments. Easily retrieve historical features to train models, or serve the latest features for online inference.



Continuously monitor data pipelines, serving latency, and processing costs. Automatically resolve issues and control the quality, cost and reliability of your machine learning applications.

Machine learning serving latency monitoring

Why Tecton

A System to Build, Automate, and Centralize Feature Workflows for Production ML Applications

Production ML in minutes

Save months of work by replacing bespoke data pipelines with robust pipelines that are created, orchestrated and maintained automatically

Better model accuracy

Improve your model’s accuracy by using real-time features and minimize sources of error with guaranteed data consistency between training and serving

Improved collaboration

Increase your team’s efficiency by sharing features across the organization and standardize all of your machine learning data workflows in one platform

Mission-critical reliability

Serve features in production at extreme scale with the confidence that systems will always be up and running. Tecton meets strict security and compliance standards

Customer Stories

Hear Cash App’s journey through various generations of its core machine-learning capabilities and how Tecton’s real-time feature platform helps them deliver world-class recommendations.
Watch the Video
Atlassian reduced the time to deploy new features from 1-3 months to 1 day using Tecton, powering recommendations in Jira and Confluence.
Read Case Study
Tide used Tecton to launch automatic fraud detection during new customer onboarding, replacing manual reviews of new accounts and saving $600K.
Read Case Study
Battle tested for the enterprise

Reliability and Scale You Expect
From a Production System

Fully Managed and Cloud Native

Tecton makes it easy to deploy and operate machine learning with a managed, cloud native service.

Built for Availability and Scale

Tecton is built for scale, delivering median latencies of ~5ms and supporting over 100,000 of requests per second.

Integrates with Your Existing Stack

Tecton is not a database or a processing engine. It plugs into and orchestrates on top of your existing storage and processing infrastructure.

Secure and Compliant

Tecton authenticates users via SSO and includes support for access control lists. We support GDPR compliance in your ML applications, and are SOC2 Type 2 certified.

Get Started Now

Tecton Logo

Try Tecton, the Fully Managed Feature Platform

  • Cloud-Native
  • High-Availability
  • Secure

Try Feast, the Open Source Feature Store

  • Most Popular
  • Flexible
  • Easy to use

Request a free trial

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​

Tell us a bit more...​

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​

Request a free trial

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​