Welcome to the Tecton blog

Our thoughts on extracting ML signal from the data noise


Posted by  Mike Del Balso
October 20, 2020

What is a Feature Store?


Atlassian Deploys New Features in 1 Day with Tecton

200k Customer interactions improved per day 1 Day Time to build and deploy new features 2-3 Engineers Resources repurposed from maintaining internal feature store Atlassian builds tools that help teams collaborate and create together, including Jira Software and Confluence. To … Read More

Posted by  Tecton
February 23, 2021

Amazon SageMaker and Tecton: How to Choose the Right Feature Store on AWS

Amazon recently introduced SageMaker Feature Store, recognizing that one of the largest challenges facing data science teams is building and serving high-quality machine learning features both in training and in production. The team at Tecton could not agree more with … Read More

Posted by  David Hershey
December 10, 2020

Feature Store in General Availability & Series B Funding

Today marks a big milestone for Tecton. We’re excited to announce that the Tecton feature store is now in General Availability, and that we have raised $35 Million in Series B funding from our existing lead investors, Andreessen Horowitz and … Read More

Posted by  Mike Del Balso
December 6, 2020

Why Tecton is Backing the Feast Open Source Feature Store

Today, we’re excited to announce that Tecton is becoming a core contributor to the Feast open source project, and that Willem Pienaar, creator of Feast, is joining the Tecton team. … Read More

Posted by  Kevin Stumpf
November 16, 2020

Back to the Future: Solving the time-travel problem in machine learning

In Back to the Future II, Marty McFly gets an idea to purchase a sports almanac in the future and bring it back to the past to use for betting. Doc Brown warns him not to profit from time travel … Read More

Posted by  Matt Bleifer
July 6, 2020

Why We Need DevOps for ML Data

Getting machine learning (ML) into production is hard. In fact, it’s possibly an order of magnitude harder than getting traditional software deployed. As a result, most ML projects never see the light of production-day and many organizations simply give up … Read More

Posted by  Kevin Stumpf
April 28, 2020

Tecton: The Data Platform for Machine Learning

Today, Jeremy Hermann, Kevin Stumpf and I are excited to introduce Tecton, the company we founded just over a year ago. Tecton’s mission is to make it easy and safe to put machine learning into production to power smart product … Read More

Posted by  Mike Del Balso
April 28, 2020

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