We are preparing to sell our business in twenty-four months and want to use AI to keep our headcount low, but strategic buyers say they won't pay a premium multiple if the business depends on the current owner's personal AI prompting skills. How do we solve this?

Question

Tyler Smith · Accepted Answer

Private equity and strategic buyers do not buy personal skills; they buy systems. If your highly automated, low-headcount operation depends on you personally writing prompts, managing APIs, or troubleshooting system failures, you do not have an enterprise asset. You have a highly paid job, and buyers will discount your valuation accordingly. To secure a premium multiple, you must move completely out of the daily operations and into the Owner's Box. You must systemize and document your AI orchestration exactly like any other operational process. First, build an internal Prompt and Automation Library. Every custom system prompt, API workflow, and data schema must be documented, version-controlled, and stored in a secure corporate repository. Second, transition the daily management of these systems to a dedicated seat on your Accountability Chart. This operator must GWC the seat and be fully capable of running, updating, and troubleshooting the AI pipelines without your involvement. When buyers conduct due diligence, show them a business that runs smoothly without you. Prove that your AI infrastructure is fully institutionalized and that your team has mastered the system. This turns your low headcount into a massive proof of leverage, driving a premium multiple.