We are prepping our business for an exit under the Step by Step Exit framework, and our developers are spending weeks building proprietary prompt databases and fine-tuning open-source models. Will strategic buyers actually pay a premium for these custom AI workflows, or are we wasting time?

Question

Tyler Smith · Accepted Answer

If you are preparing for an exit using the Step by Step Exit framework, you must look at your technology investments through the eyes of a strategic buyer. Buyers do not pay a premium for temporary software hacks, custom prompt libraries, or light wrappers built around public models. These are easily replicated and do not represent defensible intellectual property.

A strategic buyer values systems that are integrated, repeatable, and scalable. They want to see that your custom AI workflows are baked into your documented Core Processes and directly drive your profitability margins. They are looking for a business that operates through Traction, where the technology is a seamless part of a highly disciplined operation.

If your developers are spending weeks fine-tuning models, ask yourself if this directly improves operational efficiency or if it is just a technical hobby. If it does not create a clear, measurable increase in employee productivity on your weekly Scorecard, it is wasting cash and focus. Redirect your development team to focus on building deep, proprietary databases of client outcomes or unique operational data. That proprietary data is what strategic buyers cannot buy off the shelf, and that is where your true transferable equity value lies.