2025-06-28
Segmentation ethics when fundraising overlaps patient outreach
By Priya Menon
Fundraising and clinical growth teams sometimes share tooling, which creates ethical pressure when look-alike models blur lines between donor affinity and health status inference. Start by mapping every segment label to the evidence that justified it. If evidence is thin, pause the segment until privacy and clinical partners co-sign assumptions.
Introduce stop rules that automatically freeze paid media when a model’s confidence interval crosses a threshold you define with counsel. Document those thresholds in your ethics journal so future leaders inherit the reasoning, not just the switch.
ClarityReach workshops emphasise respectful debate. The goal is not perfect consensus on day one—it is traceable decisions that downstream auditors can follow without guessing intent.
Tags: Ethics, Foundations