PLAYBOOK

The Data-Analytics Gap

88% of AI pilots never reach production.1 Often, the problem isn’t the AI itself, but the data foundation behind it. Learn how to close the gaps holding your AI back without rebuilding from scratch.

A young man looking at the tablet screen

Your enterprise has the data. Can your AI use it?


Most enterprise data systems were built for people to interpret information, not for AI to act on it. Customer identities are fragmented across systems. Business logic is buried in tables and undocumented definitions. Insights sit in dashboards, never reaching the platforms where decisions get made. And as enterprises race to deploy agentic AI, those disconnects become far more costly.

This playbook reveals where your data foundation may be breaking down and how to close the gaps. You’ll learn how to bring together your existing data, tools, and systems to help AI make better decisions. Plus, you’ll get a practical, phased approach to proving value early and scaling AI across the enterprise.

What you’ll find inside

  • The three disconnects that keep AI from making better decisions, and how to spot them
  • The four components of an integrated foundation, and how to connect what you already have
  • A three-phase path from focused, high-value pilots to scaling AI across the enterprise
  • A diagnostic to pinpoint where your AI initiatives are getting stuck and what to do next

Download your copy now

Pretitle 30 Characters Max

Content Title 80 Characters Max

This is 390 characters max. Image to the right should be 1080x1080 and in DAM. Please refer to PSD templates for consistency in naming and style. Lorem ipsum dolor sit amet, consectetur adipiscing elit sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident sunt ina. 

You might also like

1. Schuman, Evan. 2025. “88% Of AI Pilots Fail to Reach Production — but That’s Not All on IT.” CIO. March 21, 2025. https://www.cio.com/article/3850763/88-of-ai-pilots-fail-to-reach-production-but-thats-not-all-on-it.html.

The Data-Analytics Gap Playbook