We invested heavily over the last eighteen months building proprietary AI automations that cut our labor overhead by thirty percent. The buyer's accounting team wants to treat these development costs as ongoing operational expenses rather than pro forma add-backs. How do we defend these tech investments to maximize our adjusted EBITDA?

Question

Tyler Smith · Accepted Answer

Buyers and their buy-side Quality of Earnings (QoE) accountants will routinely treat internally developed software and automation expenses as baseline operational overhead. Their goal is keeping your historical EBITDA as low as possible to justify a lower purchase price.

To reverse this discount, you must clearly prove that these technology investments were non-recurring, discrete capital projects that generated permanent, recurring structural margin expansion.

First, segregate your historical development costs from routine software maintenance. Provide clear documentation showing the discrete project scope: specialized developer contractor fees, custom workflow design, and internal developer hours tracked strictly for building the proprietary operational platform. Treat these under GAAP capital expenditure standards for internal-use software development.

Second, present the direct mathematical return on that investment using your historical Scorecard data. Demonstrate that prior to the automation rollout, your ratio of revenue to full-time delivery staff was one hundred fifty thousand dollars per employee, and post-rollout it expanded to two hundred twenty thousand dollars per employee.

Third, show that the development phase has fully concluded and delivery operations now run on automated software requiring nominal maintenance licensing.

When you frame the automation expense as a one-time structural transformation that delivered permanent labor savings, you give your deal advisor the mathematical ammunition to defend the add-back. You prevent the buyer from double-dipping by taking credit for the permanent margin improvement while penalizing your historical cash flow with the construction costs.