01
Assist the professional
Design around the clinician or pharmacist workflow rather than implying autonomous medical judgment.
02
Show the evidence path
Where possible, users should understand where relevant guidance came from and when it was updated.
03
Design for uncertainty
The interface needs a safe state for insufficient evidence, conflicting information and escalation.
04
Measure workflow value
Time saved, documentation quality, adherence and usability can matter as much as model benchmarks.