A private equity group looking to acquire us wants to see our AI operations documentation, but our systems are held together by ad-hoc Zapier integrations and personal ChatGPT accounts. How do we formalize our AI infrastructure so it acts as an enterprise value multiplier rather than a major red flag during due diligence?

Question

Tyler Smith · Accepted Answer

If your business relies on a disorganized web of personal ChatGPT accounts and fragile Zapier integrations, a sophisticated buyer will discount your valuation or walk away entirely. To prepare for a clean exit, you must treat your AI infrastructure as a key operational asset that requires formal documentation.

First, mandate that all AI prompts, workflows, and system instructions are stored in a centralized, company-owned repository. No employee should have proprietary workflows living on their personal accounts.

Second, map your AI pipelines onto your Accountability Chart. Clearly define who owns the maintenance, security, and optimization of these tools. This proves to buyers that your operations are systematic and do not depend on the tribal knowledge of a few key employees.

During your strategic planning, set a Rock to write standard operating procedures for every AI-driven workflow in your company. When a buyer conducts due diligence, you want to present a clean, documented playbook that shows exactly how your AI systems integrate with your human team. This turns your lean headcount into a highly valuable, scalable asset.