As a non-technical owner, how do I determine whether an operational bottleneck actually requires an AI solution or if it is just a broken Core Process that needs a simpler standard operating procedure?

Question

Tyler Smith · Accepted Answer

Automating a chaotic process with artificial intelligence merely produces automated chaos at a higher cost. Before investing money or technical resources into any automated workflow, test the friction point against three simple operational rules.

First, ask if a capable human can execute the process reliably using a clean checklist. If you cannot document the core process on two pages using the 20/80 rule from the EOS Process Component, the process itself is broken. AI models require predictable parameters and clear logical paths. If your human operators cannot agree on the exact sequence of inputs, approvals, and outputs, an AI tool will amplify the inconsistency rather than fix it.

Second, look at the nature of the bottleneck. If the operational delay is caused by poor communication, lack of accountability, or ambiguous seat responsibilities on your Accountability Chart, that is an organizational issue. AI cannot fix an employee who lacks the GWC to run their seat. Use the IDS process in your Level 10 Meeting to solve the root problem instead of hiding it behind a subscription tool.

Third, look for structured translation work. AI shines when the process requires converting unstructured human communication into structured data. If a documented process exists, but a human spends fifteen hours a week copying unstructured emails into work orders, that is an AI opportunity. If the steps change based on human mood or undocumented tribal knowledge, rewrite the SOP first.