Ethical Data Collection
Community-centered consent, privacy-first protocols, and benefit-sharing models that respect participants and empower communities.
When technology doesn't see you, healthcare can't treat you.
We're changing that.
How we do it
Community-centered consent, privacy-first protocols, and benefit-sharing models that respect participants and empower communities.
Because everyone deserves to be seen.
Partnerships with leading dermatologists, standardized annotation protocols, and advanced skin tone classification beyond traditional scales.
Transparent. Compliant. Community-first. Your data, your rights, your control.
Licensing datasets and AI services to healthcare, beauty, and tech companies committed to building inclusive, life-saving technology.
A cloister-inspired courtyard with generous arches