As we build out our documented Core Processes for an eventual exit, how can our leadership team use generative AI to speed up drafting without creating generic, unusable procedures?

Question

Tyler Smith · Accepted Answer

When owners prepare for an exit, buyers scrutinize whether the company can run predictably without the founder. Documented Core Processes prove the business is an operational asset rather than a personal job. However, using generative AI to write standard operating procedures from scratch is a mistake. AI creates generic corporate boilerplate that your frontline employees will instantly disregard.

The correct way to leverage AI is to use it as an operational transcriptionist and editor rather than an author.

Have your department leaders record their screens or dictate voice notes while walking through their actual daily workflows. Let them describe the handoffs, exceptions, and non-negotiable quality checks in plain language. Feed that rough transcript into an AI model with a strict prompt: extract the essential 20 percent of the workflow, structure the milestones sequentially, identify the inputs and outputs, and format the output as a concise operational checklist.

Your leadership team then reviews the drafted checklist, removes any hallucinations, and verifies that the handoffs between seats on the Accountability Chart are accurate.

This workflow cuts process documentation time by 70 percent while preserving your real intellectual property and operational rhythm. Buyers do not want theoretical handbooks copied from textbook prompts; they want simple, proven systems that demonstrate your team operates on repeatable traction every single week.