AI automation has freed up thirty percent of our operational payroll capacity, leaving our leadership team divided between harvesting the margin for EBITDA or reinvesting into client-facing advisory roles. How do we resolve this in our 1-Year Plan on the V/TO?

Question

Tyler Smith · Accepted Answer

Freeing up thirty percent of payroll capacity is a high-class problem, but failing to make a deliberate strategic choice will cause operational drift. If you leave excess capacity unmanaged, employees will gradually fill the empty time with low-value administrative tasks, and your productivity dividend will quietly evaporate.

Resolve this tension during your annual planning session by running Scenario Simulations on your 1-Year Plan. Brynjolfsson and McAfee point out that technology investments deliver sustainable returns only when coupled with organizational redesign. Model both options explicitly:

- Harvesting EBITDA: Calculate the immediate increase in net profit and business valuation if you streamline seats on the Accountability Chart and capture the payroll savings directly on the bottom line.
- Reinvesting in growth: Project the revenue upside if you redeploy that freed capacity into client-facing advisory seats, account expansion, or outbound sales capacity.

Your decision depends entirely on your 3-Year Picture and exit timeline. If your goal under the Step by Step Exit framework is a transaction within eighteen months, harvesting margin to maximize recurring EBITDA is often the smart play. If your exit window is five years out, reinvesting that capacity to capture market share and deepen client retention builds greater enterprise value. Pick one path, establish corresponding quarterly Rocks, and align your team to execute.