A similar dynamic exists with AI. Technology teams need business context, and business teams need technology context. Organizations that can bring those perspectives together through cross-functional teams focused on solving business problems rather than technology implementation are the ones making the most progress.

4. People need permission to work differently

One of the least discussed barriers to AI adoption is psychological. Many people still associate their value with effort; they take pride in the time, expertise and work required to complete a task. When AI reduces that effort, some employees become uncomfortable acknowledging its role.

For some, admitting AI helped feels like diminishing their contribution, which is why leadership visibility matters. Employees need to see leaders openly using AI, sharing examples and discussing how it is helping them work differently. They need to hear that the goal is not simply working faster but applying judgment, creativity and expertise in higher-value ways.