Three layers. Not a formula. A way of looking at things.
See the thing.
Start with what is actually happening—not only the explanation already attached to it.
Watch the handoffs, exceptions, incentives, and workarounds. Listen to what people say the problem is, then look for what the system is actually producing.
The visible complaint is evidence. It is not yet the diagnosis.
Find the thing beneath the thing.
Follow the pattern until the system becomes visible.
Ask what keeps recreating the problem, who carries its cost, which incentives preserve it, and which assumptions have gone unchallenged.
Understanding means finding the thing beneath the thing.
Build accordingly.
Build the answer the problem requires.
Then make it usable, trustworthy, and durable enough to become part of real operating life. A clever concept is not the finish line.
An idea is not better until it works.
What appears to be the problem is often only its most visible layer.
Beneath it are systems, incentives, habits, assumptions, and opportunities that are easy to miss if you’re only trying to fix what’s in front of you.
We start there.
Then we build.