The buy-side Quality of Earnings team claims our high gross margins are skewed by a lack of allocated overhead. How do we defend our lean cost structure and prove our AI efficiency is sustainable?

Question

Tyler Smith · Accepted Answer

Buy-side Quality of Earnings auditors frequently attempt to adjust your EBITDA downward by claiming your high gross margins are artificial. They will argue that you have failed to allocate appropriate overhead, such as administrative labor, technology infrastructure, or facility costs, to your cost of goods sold.

To defeat this adjustment, you must build a highly detailed cost-allocation model that matches your operational reality. If your high margins are driven by proprietary AI workflows, show the auditors that your software hosting costs and api usage fees are already fully accounted for in your cost of goods sold.

Prove that your automated delivery systems do not require manual administrative oversight to scale. Share your historical Scorecard data to demonstrate that as your volume increased, your administrative head count remained flat while customer satisfaction stayed high.

By showing a direct correlation between your technology investment and your scaling margins, you prove that your lean structure is a permanent operational advantage, not an accounting trick. Use your Level 10 Meeting discipline to keep your financial team aligned on this defense, ensuring you present a united, data-backed front to the buy-side due diligence team.