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

GenAI Engineering Horror Stories (And How to Avoid Them)

October 29, 2024

Who needs a haunted house to get some thrills, when you’re an engineer trying to build a useful AI-powered app?  Predictive machine learning already has its share of engineering challenges to begin with. Now generative AI use cases add to the …

GenAI

Enhancing LLM Chatbots: Guide to Personalization 

October 16, 2024

Summary:  Tecton introduced new GenAI capabilities (in private preview) in the 1.0 release of its SDK that makes it much easier to productionize RAG applications. This post shows how the SDK can enable AI teams to use the SDK to build …

GenAI

Why RAG Isn’t Enough Without the Full Data Context

September 20, 2024

Oh no! Your flight is delayed! You’re going to miss your connection and you need to change flights ASAP. Ever the savvy traveler, you start chatting with the new AI-powered customer support chatbot in the airline’s app. But does the chatbot know …

GenAIThought Leadership

Enriching LLMs with Real-Time Context using Tecton

September 15, 2024

Large language models (LLMs) have revolutionized natural language AI, but they still face challenges when it comes to accessing up-to-date information and providing personalized responses. In Tecton 1.0, Tecton introduces innovative solutions to …

GenAI

Navigating the MLOps Landscape: 4 Key Insights From apply(ops)

December 19, 2023

Check out this blog post for the 4 major takeaways from apply(ops), which featured talks from Uber, HelloFresh, Riot Games, and more.

Events

Unlocking Real-Time AI for Everyone with Tecton

November 14, 2023

Tecton is launching Rift, the industry’s first Python-based compute engine for batch, streaming, and real-time features. Read more about it in this post.

AnnouncementsProduct

Doubling Down on Production AI at Tecton

November 13, 2023

Tecton is focusing on production AI and will no longer maintain the Feast open-source project. Find out what this means for Feast.

Announcements

5 Ways a Feature Platform Enables Responsible AI

August 1, 2023

Generative and Responsible AI are hot topics. This blog post dives into 5 Responsible AI principles and how a feature platform helps enable them.

Thought LeadershipFeature Platforms