News Summary

• 88% of respondents say their organizations regularly use AI tools in at least one business function.
• Yet only 7% say AI is fully scaled across the organization, with 30% remaining stuck in the piloting phase.
• McKinsey's 2025 global survey found that most organizations are still somewhere between experimentation and early scaling, despite the rapid growth in adoption.
• The next stage of enterprise AI adoption will depend on making these foundations operational, according to McKinsey’s research.
• The key is giving AI a defined starting point.
• Instead of selecting whichever version of a metric it encounters first, the system has a governed understanding of what that concept means within the organization and can interpret it correctly.