Alexey Sidorov, Data Science Guru and Evangelist at Denodo, explores how well-governed, reusable data products are becoming the backbone of trustworthy AI, why many initiatives stalled due to weak foundations, and how expectations are resetting around value and accountability.



 

 [Learn more](https://arabianreseller.com/2025/12/23/from-ai-assistance-to-ai-action-why-data-foundations-will-define-2026/) 

 

 

 

 

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