The Dataiku Blog

Modernizing Analytics With Dataiku and Snowflake

Tue, 11 Nov 2025 14:29:27 GMT

Today’s enterprises move at a speed legacy systems can’t match. Many still rely on outdated analytics tools built for a slower, simpler era. These systems fragment workflows, duplicate data, and slow the path from insight to action. To stay competitive, organizations need connected, scalable, and governed analytics foundations that bring together people, processes, and data in real time.

The Modern Analyst’s Simplified Path From Question to Insight

Thu, 06 Nov 2025 14:00:00 GMT

It’s Monday morning, marketing just asked a seemingly simple question: “Which suppliers are driving the most customer complaints, and are there any patterns?”

Building Agents With Snowflake Cortex AI at Every Level

Patrick Phrayme — Tue, 04 Nov 2025 15:01:14 GMT

Organizations care about tech optionality — not just to avoid vendor lock-in, but also to make sure they’re using the best tool for the job. This particularly applies to AI agents. The more tools and systems at an agent’s disposal, the better the agent. Dataiku has always aimed to put these tools in the hands of a diverse range of users, which is why we’re excited to provide no-code UIs to build AI agents leveraging the entire Snowflake Cortex AI stack in conjunction with the release of Snowflake Intelligence.

AI Horror Stories: From Scheming Models to Zombie Automations

Fri, 31 Oct 2025 16:38:22 GMT

As GenAI apps and agents grow in power and autonomy, a darker side of AI emerges. They are beginning to mimic obedience, feign control, and outlive their utility. Beneath the surface of slick demos and clean dashboards, scheming models, zombie automations, and hallucinating data loops are spreading through enterprise ecosystems like digital hauntings.

Why Analyst Attention Is the Scarce Resource of 2025

Mon, 27 Oct 2025 12:30:23 GMT

You open your analytics workspace and see forty new AI-generated alerts before your first meeting. A few of these signals could change next quarter’s numbers. Most are noise. Data is everywhere, and AI runs without rest. Dashboards refresh faster, models retrain overnight, and agents surface insights in real time. Yet decisions still stall. The real restriction in analytics today isn’t access or speed. It’s attention, specifically human attention, the kind that knows how to separate what matters from what merely looks interesting.

MIT Says 95% of GenAI Pilots Fail: Here’s How to Beat the Odds

Fri, 17 Oct 2025 13:08:00 GMT

If you’ve ever launched a GenAI pilot only to see it stall, you’re not alone.

MIT reports that GenAI pilots fall short, not due to technology, but because organizations can’t adapt or integrate AI into real processes. Let's explore why 95% fail, how the other 5% succeed, and the best practices for turning fragile experiments into scalable, enterprise-ready AI.

Introducing Agent Hub: The Workspace for Enterprise Agents

Tue, 07 Oct 2025 11:29:03 GMT

Agent Sprawl Is the New IT Sprawl, Here's How to Control It

Thu, 02 Oct 2025 13:55:00 GMT

Like any new technology, AI agents need to grow up. Their value isn’t in sheer numbers but in maturity: scaling the use cases that work best. That maturity comes through experimentation across the organization, combined with the visibility and measurement needed to separate the winners from the rest. Without this discipline, unchecked agent proliferation quickly devolves into sprawl, draining resources and multiplying risk instead of driving ROI.

The Business Case for MCP

Tue, 30 Sep 2025 13:07:00 GMT

In part one of this series, we introduced Model Context Protocol (MCP) as the “USB-C of AI,” a common standard that makes it easier for AI agents to connect with the tools and data you already use.

Everything to Know: AI Agents for Supplier Risk Assessment

Christine Andrews, Romain Menini — Fri, 26 Sep 2025 13:07:00 GMT

Over the past several decades, supply chains have grown more global, diversified, and complex. Even with initiatives geared to near or onshoring, the complexity remains and the risk of disruption continues to loom.