Rudderstack blog
News from RudderStack and insights for data teams

RudderAI brings agentic power to the entire customer data lifecycle
RudderAI brings agentic power to the entire customer data lifecycle
RudderStack launches RudderAI, an agentic layer for the customer data lifecycle. Data teams get natural language control over pipelines and governance. Business teams can explore data, build segments, and activate them with agentic workflows.
CDPs in 2026? Delivering trustworthy customer context for AI
by Soumyadeb Mitra
AI is a stress test: How the modern data stack breaks under pressure
by Brooks Patterson
Beyond the modern data stack: The customer context engine for the AI era
by Brooks Patterson

The Stack of the Future: Building a Warehouse-First CDP on Snowflake Using RudderStack
Get to know about the building of the first warehouse CDP on Snowflake using RudderStack & explains the high-scale customer data needs by the engineering team.

Introducing RudderStack Cloud: The Warehouse-First CDP for Developers
RudderStack declares the most capable, affordable and advanced customer data product for developers RudderStack Cloud. Get, Verify & Modify the data easily.....

Mattermost’s Data Stack Explained: How They Leverage Unlimited Data For Customer Analytics
The Mattermost Data Stack is finally explained by the RudderStack. Also tells the open-source and values along with strict data privacy & security requirement.

Why Twilio Acquired Segment
In this post, we examine Twilio's strategic acquisition of Segment and explore how the Segment customer data platform fits into Twilio's vision to create an end-to-end marketing cloud.

Kafka Vs. PostgreSQL: How We Implemented Our Queueing System Using PostgreSQL
Apache Kafka wasn’t the right solution for RudderStack’s core streaming/queueing engine. Instead, we built our own streaming engine on top of PostgreSQL. Here, we discuss the internals of our implementation using the queueing system in more detail.

1mg’s Data Stack Explained: How They Harness and Activate Unlimited, Real-time Data
RudderStack breaks down 1mg’s data stack which allows harness unlimited data securely. Also explains the tools they use to activate this data for analytics.

The Complete Customer Data Stack
In this article, we break down the ideal architecture for “the complete customer data stack” from the perspective of the data engineer. Learn all about it here.

Clickstream Data Mining Techniques: An Introduction
Check out this post for an overview of two key clickstream data mining techniques: Markov Chain and the cSPADE algorithm. Using these techniques, you can predict customer clicks and segment your clickstream data.

Why Single-platform Analytics Tools Don’t Scale Well
This post answers the following Quora question: "What are the benefits of a data warehouse for a web startup over third-party analytics tools like Google Analytics and Mixpanel?"







