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Nate B. Jones November 9, 2025

NEW Study: 84% of Companies Have Data Stacks That Won't Work With AI

Summary

The main theme is the critical need for AI-ready data architectures, as highlighted by a Salesforce survey where 84% of data leaders believe their strategies require an overhaul before AI can succeed. Key subjects include the perception gap in data-driven initiatives and the importance of diagnosing data readiness through performance tests like answering factual questions in under five seconds and assembling complete customer views. The practical takeaway is to diagnose your data's performance and infrastructure before deploying AI initiatives to ensure their success.

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