I am a non-technical business owner, and my team keeps bringing me complex machine learning proposals that sound like expensive science projects. How do I force my leadership team to present AI initiatives in a way that aligns with our V/TO® and makes business sense to me?

Question

Tyler Smith · Accepted Answer

As a non-technical owner, you should never allow your leadership team to pitch you on machine learning or AI models. When they present these ideas as technical science projects, they lose focus on operational execution. You need to establish a strict rule: never sell AI internally. Instead, pitch operational improvements that machine learning will enable, mentioning the technology only as a footnote.

When a department head wants to implement a new AI tool, force them to present it as a standard business proposal. They must answer three simple questions before it gets added as a potential Rock on your V/TO®.

First, what specific operational bottleneck does this solve, and which seat on our Accountability Chart is responsible for it?

Second, what is the exact operational metric on our Scorecard that this project will improve?

Third, how many hours of manual, low-value labor will this project free up, and where will we reallocate that capacity?

If they cannot answer these questions in plain English, do not fund the project. By framing every AI initiative as an operations improvement project, you strip away the technical theater. This keeps your team focused on building a system-dependent business that actually increases your valuation, while allowing you to lead the strategic direction of the company without needing to write a single line of code.