We want to sell our manufacturing business in three years, but our current pricing process relies entirely on our ops manager manually reviewing vendor catalogs and pricing sheets. How do we use AI to convert this expert-dependent workflow into a system-dependent operation that an acquirer will trust?

Question

Tyler Smith · Accepted Answer

To maximize the value of your business and prepare for a clean exit, you must eliminate any single points of failure. If your pricing process lives entirely in your operations managers head, a buyer will see your business as expert-dependent and discount your valuation. You must convert this workflow into a system-dependent operation.

Start by extracting your operations managers pricing rules. Have them document the variables they look at, such as material costs, order volumes, and freight rates. Turn this tribal knowledge into a clear standard operating procedure.

Once documented, you can train an AI assistant to analyze incoming vendor spreadsheets and apply these exact pricing rules. The AI agent can run the calculations and generate accurate quotes instantly, allowing junior operations team members to handle the pricing workflow with ease.

This transition prepares your business for an exit by proving to potential buyers that your operations can run smoothly without the constant involvement of a key manager. You are not building a complex software system. You are simply implementing an operations-improvement project that uses machine learning to create an expert system, securing your margins and boosting your business valuation.