It is also clear that enterprises attempting to integrate AI are finding the greatest hurdles are not technical. Challenges like data preparation, safety protocols, system compatibility, process restructuring, and staff upskilling continue to impede effective AI adoption. McKinsey reports that a majority of firms utilizing AI have not expanded its use company-wide. This gradual spread will require considerable time—a vital detail often omitted from contemporary discussions.
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