We suspect our middle managers are using AI to make their daily tasks faster, but they are hiding this extra time because they are afraid we will give them more work or cut their department budget. How do we use our weekly Scorecard to surface this hidden capacity in a positive way that encourages adoption?

Question

Tyler Smith · Accepted Answer

If your middle managers are hiding the capacity they reclaim from AI tools, it is usually because they are afraid of being penalized with more work or having their budgets cut. To change this behavior, you must align their incentives with your company's efficiency goals using your weekly Scorecard.

Start by introducing a new metric to your Scorecard that measures team capacity rather than just raw hours worked. For example, track the ratio of departmental output to total payroll hours, or track the average number of hours spent on manual administrative tasks per employee.

Make it clear to your management team that finding and documenting AI efficiencies is a core part of their job, and celebrate managers who successfully reduce their team's administrative burden. Show them that the reward for reclaiming capacity is not a budget cut, but the opportunity to reallocate their team's time to high-value, strategic projects that drive growth and performance.

By making capacity a visible, celebrated metric on your weekly Scorecard, you eliminate the fear of automation. Your managers will stop hiding their AI tools and start actively sharing their best prompts and workflows with other departments, creating a culture of continuous operational improvement throughout your entire organization.