How Coinbase Builds Sequence Features for Machine Learning

May 13, 2025

How Coinbase productionizes user sequence features with Tecton and Databricks to power fraud and recommendation ML models.

Feature PlatformsFraud DetectionOperational & Real-Time Machine LearningPartners & Integrations

Preventing Model Decay: Tecton + Fiddler for ML Drift Detection

May 8, 2025

Build drift-aware ML systems with Tecton's feature engineering and offline/online serving plus Fiddler's feature and model drift analysis.

Feature PlatformsFeature StoresPartners & Integrations

How Tecton and Taktile Power Real-Time Risk Decisions at Scale

May 5, 2025

Learn how Tecton and Taktile enable fraud and risk teams to iterate faster, reduce fraud losses, and make more accurate decisions at scale.

Fraud DetectionFeature PlatformsOperational & Real-Time Machine LearningPartners & Integrations

Introducing Rift: Tecton’s Compute Engine

April 21, 2025

Introducing Rift: Tecton's high-performance feature engineering engine built with Arrow, DuckDB, and Ray. Learn why it outperforms traditional ML compute options.

Feature PlatformsProduct UpdatesEngineering

Introducing AI-Assisted Feature Engineering with Cursor & MCP

April 17, 2025

Learn how AI-assisted feature engineering with Tecton and Cursor is democratizing ML development, making sophisticated real-time applications accessible to more companies with less technical expertise required.

GenAIEngineeringIntegrationsThought LeadershipFeature Platforms

Simplify Real-Time AI Systems with Amazon SageMaker + Tecton

December 18, 2024

Amazon SageMaker and Tecton streamline AI deployment for real-time applications, enabling faster ROI through automated feature engineering and rapid predictions.

Feature PlatformsOperational & Real-Time Machine Learning

How Good Models Go Bad in Production

December 10, 2024

Ultimately you want your model to make better predictions — which means improving your model accuracy. Model accuracy measures how often a model’s predictions align with the actual values. How well can it reflect the current state of the real …

Feature PlatformsOperational & Real-Time Machine LearningThought Leadership

Why AI Applications Struggle Getting to Production

December 4, 2024

Learn why most AI projects fail to reach production, exploring the critical data engineering challenges that block deployment and how to overcome them.

Feature PlatformsThought Leadership

Why AI Needs Better Context

November 7, 2024

As companies increasingly rely on AI to drive personalized, real-time decisions, the need for robust, fresh context has never been greater. When models shift from development to production, however, they often fail to perform as expected, leading to …

GenAIFeature PlatformsOperational & Real-Time Machine Learning

How Tecton’s Feature Platform Supercharged HomeToGo’s Ranking

October 17, 2024

This post was originally published on the HomeToGo blog and can be viewed here. At HomeToGo, our vision is to make incredible homes easily accessible to everyone. As the SaaS-enabled marketplace with the world’s largest selection of vacation …

Feature PlatformsEngineeringCustomer Stories

Expanding Tecton to Activate Data for GenAI

September 17, 2024

Tecton's expanded platform now provides unified support for predictive ML and generative AI, enabling organizations to build rich, context-aware AI applications that leverage diverse data types.

GenAIAnnouncementsFeature Platforms

A Practical Guide to Tecton’s Declarative Framework

June 26, 2024

In this previous blog post, we saw how treating features as code can revolutionize the feature engineering process and bridge the gap between data scientists and engineers. We introduced Tecton’s declarative framework as an abstraction to …

Feature PlatformsOperational & Real-Time Machine Learning