Most skin AI was trained on skin it never had to serve. Oyster was built the other way round, on deeper skin tones first, and held to that standard everywhere it runs.
A Technical & Clinical Analysis of the Oyster Skin Intelligence Engine.
How Oyster analyses deeper skin tones, checks photo quality and matches products. The report also explains its AI model and data practices.
Millions of real skin images across the full Fitzpatrick range, weighted toward the tones the industry has historically under served.
Accuracy reported per skin tone, not as a single blended number that hides the gaps. Fairness is a measured claim, not a marketing one.
Reviewed alongside dermatologists and skin therapists, so the outputs hold up in a treatment room, not just a benchmark.
When a partner makes a claim off Oyster, we give them the evidence to stand behind it. Every result is traceable.