AI and data pressure is moving fast
Identify useful AI opportunities, readiness gaps, and governance needs before tools or vendors set the direction.
- Clarify data readiness, ownership, privacy, and acceptable-use questions.
- Decide what to pilot, pause, control, or avoid.
- Create a practical adoption path before tools or vendors set the agenda.
Regular AI use
88% Survey respondents reporting regular AI use in at least one business function in their organizations. Source: McKinsey State of AI 2025 opens in a new tabNot yet scaling
~2/3 Respondents whose organizations have not begun scaling AI enterprise-wide. Source: McKinsey State of AI 2025 opens in a new tab