#Architecture.

Layer 3 of the AI Fluency framework, Part 2: the diagnostic discipline. When your AI product breaks, how to figure out whether the model or your application is at fault, route the fix to the right team, and give stakeholders a credible timeline.

We often talk about AI writing code, but its real power lies in managing the flow of value. The catch? You can't apply a Ferrari engine to a horse-drawn cart. Here is why organisations must restructure to unlock the AI advantage.