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

Scaling data products starts with fixing the foundation: Five lessons we’ve learned
Most teams don’t have a modeling problem—they have a foundation problem. This post shows how to standardize your pipeline, put one owner in charge, and use observability to scale data products.

Amazon Redshift pricing: What to expect and how it compares
Navigating the Redshift pricing can be challenging. Per-hour charges, storage fees, and the choice between serverless and on-demand options create a complex cost landscape.

Is AI bringing application observability and behavior tracking together?
AI-native, agentic apps blend system traces with user intent. This post introduces “intent observability,” a unified view that connects traces to journeys, costs, and outcomes—so product, data, and SRE teams finally share the same dashboard.

Snowflake storage integration: Setup, tools, and tips
Learn how Snowflake storage integrations enable secure, credential-free access to S3, GCS, and Azure Blob. Compare Snowpipe vs COPY INTO, set up external stages, and optimize cost, performance, and governance.

Jaja Finance unlocks smarter marketing with RudderStack + Snowflake
Learn how Jaja Finance, a UK digital lender, centralized behavioral data from iOS, Android, and web into Snowflake using RudderStack, creating a single, trusted source of truth for marketing and product analytics.

AI just explained CDPs better than we ever did
AI is cutting through the noise in the CDP market by simplifying how we understand and compare platforms. Learn how it distilled the entire category into two core use cases—and why that matters for buyers and vendors alike.

Data warehouse testing tools: Top 9 picks with use cases
This guide explores the top data warehouse testing tools that automate validation processes, reduce testing time, and ensure data integrity across your entire pipeline.

Hybrid, cloud, on-premise: What enterprises should know
This article explores the strengths and trade-offs of on-premise, cloud, and hybrid approaches, and how enterprises can evaluate which combination makes the most sense for their business.

ChatGPT Atlas: An AI browser that changes how users navigate the web
A hands-on look at ChatGPT Atlas shows how AI browsers don’t just search the web—they use it for you. Here’s what that means for user intent, first-party data, attribution, and SEO.







