Recently, I surveyed 29 CEOs from mid-sized companies.
The results reveal a striking paradox in artificial intelligence adoption: while nearly 90% of organizations have begun exploring or implementing AI, the average self-reported understanding of AI capabilities sits at just 5.1 out of 10.
This gap between adoption and understanding speaks to a broader theme emerging from leadership circles— the recognition that AI transformation is essential, coupled with uncertainty about how to execute it effectively.
The survey data reveals four distinct groups:
What’s particularly noteworthy is that even among those who have integrated AI, the implementation remains largely tactical rather than strategic.
ChatGPT dominates as the tool of choice, with limited exploration of other frontier models or specialized AI applications.
Leaders identified several key areas where AI is delivering immediate value:
Content and Communication
Operational Enhancement
Strategic Support
Three primary barriers emerge consistently across organizations:
These challenges aren’t purely technical—they’re organizational. The data suggests that even companies actively using AI tools often lack formal governance structures, with only a small fraction reporting established AI policies or guidelines.
When asked about necessary improvements for successful AI implementation, CEOs highlighted three key priorities:
Training and Education
“Education and time to learn” was the most cited need across respondents. CEOs specifically pointed to the importance of understanding AI fundamentals and learning how to identify valuable use cases within their organizations.
Strategy Development
Many respondents indicated a need for “policy/strategy from the board” and “a solid set of recommended tools and time to learn them.” The focus was on developing clear roadmaps before further AI investment.
Resource Allocation
Time and dedicated personnel emerged as critical factors. As one CEO noted, they needed a “dedicated AI specialist within our company to help guide our staff with AI implementations.” Others emphasized the importance of having “time to research it and implement it.”
The survey reveals a critical insight about AI transformation: CEOs recognize its importance but are still determining how to operationalize it effectively.
With only 17% of organizations having integrated AI into core processes, and an average AI understanding score of 5.1 out of 10, there’s a clear gap between awareness and execution.
However, this gap presents an opportunity. The data shows that successful AI adoption isn’t about tool proliferation—it’s about thoughtful implementation aligned with business objectives.
Most importantly, it requires what one survey respondent called “a consolidated corporate approach vs individuals going at it.”
As another CEO noted in the survey, the biggest opportunity is to “free up time to spend on high-value things.”
This gets to the heart of AI transformation: it’s not about replacing human work but elevating it. The organizations that will succeed are those that focus first on governance and strategy, then on tools and implementation.
The path forward isn’t about moving fast—it’s about moving strategically.
As we head into 2025, the differentiator won’t be who adopted AI first, but who adopted it most thoughtfully.