Tecton

The Enterprise Feature Store for Machine Learning

Build a library of great features. Serve them in production. Do it at scale.

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Great models need great features.

Build great features from batch, streaming, and real-time data

Models can only be as good as the features they consume, and features can only be as good as the raw data they consume. Whether precomputed in batch, or generated in real-time, derive the highest quality signal from the company’s best data.

Share and re-use features to build better models faster

Features shouldn’t live in artificial silos. They should be discoverable and available for use across the company. Curate features in a centralized feature store. No more silos, no more duplication.

Deploy and serve features in production with confidence

Features are business-critical building blocks of any ML application. They should be treated with the same automation and standards as production code. Deploy features quickly and serve them at scale with enterprise SLAs.

Introducing the first enterprise-ready feature store for machine learning.

Built by the creators of Uber Michelangelo, Tecton provides the first enterprise-ready feature store that manages the complete lifecycle of features — from engineering new features to serving them online for real-time predictions.

Develop high-quality features
using real-time and batch data

Deploy and serve features in production instantly

Build accurate training data sets
using time travel

Monitor production features
to detect breakages and drift

Share, discover, and re-use features
across your organization

Built-in enterprise-grade service levels, governance, and security

Integrates with common data infrastructure and ML platforms
including Amazon SageMaker, Databricks, and Kubeflow

Get your models to production

Ready to build and deploy new features?

Learn more

Our story

Check out our team and mission.

Tecton blog

See what we've been up to.

Tecton is growing

Help us build the future of ML.

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