Our Step by Step Exit assessment shows we have massive operational risk because our custom engineering designs are trapped inside one senior engineer's head. How do we use AI to document this tribal knowledge before he retires?

Question

Tyler Smith · Accepted Answer

When a critical team member holds all the operational secrets, your business is expert-dependent, which severely hurts your valuation in a Value Gap Assessment. To fix this, have your senior engineer record short, informal video walkthroughs of their design process.

Do not ask them to write long documents; they do not have time. Instead, feed the audio transcript of these videos into an AI system. Prompt the model to extract the step-by-step logic, key constraints, and decision-making criteria used in the design. Use this output to draft clear, standard operating procedures.

Then, feed these SOPs back into an interactive assistant. This builds an expert system that younger engineers can query when they run into complex design challenges, ensuring your operations are system-dependent rather than expert-dependent. It protects your business from key-person risk and makes it far more attractive to future buyers.

By capturing this knowledge systematically, you ensure that the intellectual property remains within the company even after the expert departs. This is a critical step in building an exit-ready business that can run smoothly without any single individual.