Focus Areas

Ethical AI built so that underserved communities benefit first, not last.
Ethical AIHealth DisparitiesInclusive Design
Overview

We design and deploy ethical AI solutions that address health disparities and support equitable access to healthcare insights and services.

Equity is not an afterthought in our work — it is the design requirement. We build systems that account for underserved populations from the start, including multilingual communities whose health information needs are routinely missed by English-first tools, and we study the governance frameworks that keep AI accountable to the public.

What this looks like in practice

01

Equity-first system design

AI tools designed around the communities most affected by health disparities.

02

AI governance research

Legal and policy analysis of data privacy and algorithmic accountability in health AI.

03

Robust & safe AI

Research on adversarial attacks and countermeasures so health AI systems stay trustworthy.

04

Responsible deployment

Ethics review and community input embedded in every deployment decision.

Related work

Next focus area

Capacity Building & Training