We are preparing for an exit and want to prove our AI systems are turn-key. How do we document our AI prompt libraries and agent workflows in our Core Processes so they pass a buyer's technology due diligence?

Question

Tyler Smith · Accepted Answer

To command a premium multiple from a sophisticated strategic buyer, your AI workflows cannot live in the heads of your developers or Visionary. They must be institutionalized. Start by documenting these systems within your Core Processes. This means treating your prompt libraries, agent configurations, and API integration paths as core assets of the business. For every AI-driven workflow, document the system inputs, the exact prompt templates used, the validation steps, and the system outputs. This creates an operational manual that a buyer can easily audit. Next, use multiple valuation approaches to quantify the value of these systems. Do not just rely on historical EBITDA. Show the buyer how your automated workflows have reduced your customer acquisition costs and increased your operating margins. Present a clear view of your software infrastructure, demonstrating that your AI wrapper is defensible and not easily replaced by off-the-shelf software. When a buyer conducts due diligence, they want to see that if your key developers walk out the door, the AI systems will still function perfectly. By documenting these workflows in your Core Processes, you prove that the efficiency is built into the business itself, dramatically reducing the buyer's risk and driving up your enterprise value.