I am a non-technical business owner and my leadership team wants to spend twenty thousand dollars building an automated operations pipeline. How do I evaluate whether they are building a durable expert system that makes our business system-dependent, or just a fragile custom integration that will break?

Question

Tyler Smith · Accepted Answer

As a non-technical owner, you do not need to understand code to evaluate an AI project. You just need to ask the right questions during your weekly Level 10 Meeting to ensure your team is building a system-dependent business rather than a house of cards.

An expert system is a documented core process that uses AI to consistently produce high-quality results. A fragile integration, on the other hand, is a series of loose scripts taped together that relies on one technical employee to maintain.

To test which one your team is building, ask three operational questions. First, ask to see the documented standard operating procedure that the AI is executing. If they cannot show you a written workflow on paper first, they are trying to automate chaos.

Second, ask who owns the seat on the Accountability Chart responsible for monitoring the AI inputs and outputs. If the answer is a third-party contractor or a single developer, you have a major key-person risk.

Third, ask what happens when the API or software updates. A durable system has a built-in alert mechanism that immediately flags errors on your Scorecard and redirects the workflow to a human backup.

Do not let technical jargon distract you. If your leadership team cannot explain the automated pipeline in simple business terms that show a direct increase in operational capacity, reject the proposal. Focus on building expert systems that make the company valuable to future buyers, not complex science experiments that require a full-time engineering team to keep running.