From pilot to production: Build the right cloud data foundation for AI

Your AI mandate keeps expanding. Your data foundation has not kept pace. 69% of organizations have now adopted generative AI, yet 57% of data leaders still name data reliability as their primary barrier to production. Without a modernized data foundation, legacy infrastructure, fragmented pipelines and governance gaps will continue to accumulate costs your organization cannot afford to ignore.

This guide provides a clear framework for what cloud modernization actually requires when AI outcomes are the goal. You will learn how to move beyond lift-and-shift migration to a unified, cloud-native data foundation that brings AI from pilot to production at scale.

Before your next board presentation, get clear on:

• Why cloud migration without a modernization strategy reprioritizes legacy problems rather than fixing them
• What an AI-outcome-driven modernization roadmap looks like
• How to connect cloud platform investment to revenue, cost and risk metrics your board will act on