Blog

The latest news about Continual, the modern data stack, and AI/ML delivered up fresh for your enjoyment.
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Announcements

We’re excited to announce our public beta and $4M in seed, led by Amplify Partners, to bring operational machine learning and AI to the modern data stack.

December 16, 2021
Modern Data Stack
Introducing Continual Integration for dbt

Today we’re pleased to announce Continual Integration for dbt. We believe this is a radical simplification of the machine learning (ML) process for users of dbt and presents a well-defined path that bridges the gap between data analytics and data science.

Dec 14, 2021
Machine Learning
Getting Started with CI/CD and Continual

While CI/CD is synonymous with modern software development best practices, today’s machine learning (ML) practitioners still lack similar tools and workflows for operating the ML development lifecycle on a level on par with software engineers. In this article, we'll explore how Continual provides a streamlined operational AI workflow that works seamlessly with the CI/CD approach and allows you to productionalize your AI workflows in a snap.

Dec 13, 2021
Machine Learning
Where's the CI/CD in ML?

While many have called for stronger adherence to software development best practices in machine learning (ML) and artificial intelligence (AI) as well, today’s ML practitioners still lack simple tools and workflows to operate the ML deployment lifecycle on a level on par with software engineers. This article takes a trip down memory lane to explore the benefits of the CI/CD toolset and the detriment of their unfortunate absence in today’s ML development lifecycle. 

Dec 13, 2021
Modern Data Stack
The Modern Data Stack Ecosystem - Fall 2021 Edition

Continual presents a who's who of the Modern Data Stack. Interested in the emerging trends, or just looking to get started? We've got it all covered in this article.

Oct 28, 2021
Machine Learning
Operationalizing AI: Lessons from the Field

Why do some companies struggle to operationalize AI and others succeed? In this article, we will look at the common pitfalls to avoid and illuminate a path to success with operational AI.

Oct 20, 2021
Announcements
Why I joined Continual

Today, I’m excited to share that I’ve joined Continual as Head of Marketing. Continual is radically simplifying the path to operational AI with the first continual AI platform built for the modern data stack.

Oct 6, 2021
Machine Learning
Why You Need a Feature Store

Feature stores are driving a revolution in machine learning and are a key component to operationalizing AI. In this blog we'll discuss what they are, how they came to be, and why you need one.

Sep 28, 2021
Machine Learning
Is Data-First AI the Next Big Thing?

Data-First AI is poised to drive the next generation of ML platforms. Read our take on how the ML platform landscape has evolved over the years and why the data-first approach is here to stay.

Aug 11, 2021
Modern Data Stack
The Future of the Modern Data Stack

We've been thinking a lot about the future of the modern data stack. Here are five predictions about where we think it will go.

Jul 14, 2021
Announcements
Introducing Continual – the missing AI layer for the modern data stack

Today, I’m extremely excited to introduce Continual. Continual is the easiest way to maintain predictions – from customer churn to inventory forecasts – directly in your cloud data warehouse. Read more.

Jun 2, 2021
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