Map the current workflow
Capture inputs, review steps, decisions, owners, and failure cases before asking AI to generate the interface.
Prefer operational clarity
Use predictable navigation, compact controls, clear status labels, and visible confirmation for consequential actions.
Add integration deliberately
Prototype with fixtures, then connect authenticated APIs and enforce authorization in the backend rather than trusting client-side controls.