Research
Data Foundations Are Holding Back AI Scale
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Published Aug 12, 2026 in
Data Platforms & Strategy
AI & Innovation
Type
Market Narratives
Author
Harshit Goel
Ambitious AI goals, weak foundations: how data quality, governance, MLOps and AIOps gaps are holding organisations back from scaling AI enterprise-wide.