Key points in this article
One Rule Worth Keeping
If only one idea sticks, let it be testing on a small scale before broad promotion. Most pain comes from skipping this patient step. A pilot is not delay; it is the cheapest insurance a rollout can reasonably buy up front.
Different Stages, Different Care
Feasibility leads, then stability, then efficiency. A rigid yardstick across Yantai's varied districts risks losing accuracy in the middle. Each stage asks a different question, and answering the right one is essentially the whole game.
From the User Backward
We judge by whether it is handy, safe, and answerable. Reliable daily use, not appearance, is what earns lasting local trust. A report flow that users can actually follow is the true foundation of that reliability we promise.
A report flow that ordinary people can follow is worth more than a perfect one that only a specialist could ever hope to complete.