
A Smart Model Does Not Make an Enterprise System
According to McKinsey’s latest 2025 survey, 51% of organizations reported experiencing at least one negative AI-related incident over the previous twelve months. The findings suggest that these incidents stem from the absence of the infrastructure needed to govern how AI operates within the enterprise.
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