Case StudyPost 0638 min read
Sample Reduction Case Study Framework (Virtual Sampling)
Use this framework to document how virtual sampling workflows reduce unnecessary physical sample cycles.
Frame the baseline first
Case studies are credible when baseline sampling behavior is clearly defined.
Start with current sample rounds and associated review delays.
Define intervention scope
Specify which workflow steps moved to virtual before physical confirmation.
Keep scope narrow enough to measure properly.
Report measurable outcomes
Use direct operational metrics, not broad claims.
- Physical rounds removed
- Time saved before first physical sample
- Revision clarity improvement
- Remaining risks requiring physical validation
Case-study integrity
Be explicit about what virtual methods improved and what still required physical confirmation.