We want to embed AI agents into our delivery pipeline to boost margins before selling the business, but we are confused about whether we need to create a brand-new AI Specialist seat or simply add AI maintenance as a bullet point to our existing operations roles. What is the correct way to map this?

Question

Tyler Smith · Accepted Answer

To prepare your business for a clean exit, you must design a scalable structure before you look at the people or the specific technologies you want to use. Adding AI tools to your workflows does not require you to create a separate AI Specialist seat. Doing so often creates a silo where one person is responsible for innovation while the rest of the team continues using legacy, manual processes.

Instead, accountability for automation must be integrated directly into your existing operational seats. Your Head of Operations must own the efficiency of the delivery pipeline. This means their seat description must include roles like optimizing delivery workflows and maintaining operational software tools.

If you need technical expertise to build or integrate these AI agents, that accountability belongs under your technology or IT seat. The technology lead is responsible for the infrastructure, security, and integration of the software, while the operations lead is responsible for driving staff adoption and measuring the output.

Keep your seats simple and actionable. Do not clutter your Accountability Chart with trendy job titles that buyers will not understand. A private equity buyer wants to see a highly efficient, systemized operation with clear accountability. They want to see that your Head of Operations knows how to leverage modern tools to keep margins high, not that you have a disconnected specialist playing with software in a corner.