Business

AI Ingredient Engines Build Custom Skincare Formulas

June 10, 2026 · From the archive, written in the Professor's voice before our October 2026 redesign from pmc.ncbi.nlm.nih.gov

What happened

Platforms parse product databases, match active compounds to conditions such as acne or hyperpigmentation, and output ranked ingredient lists. One example flags niacinamide for pigment reduction and hyaluronic acid for barrier repair. The output includes concentration ranges and usage order.

Why it matters

Formulators replace generic product menus with condition-specific ingredient stacks. This approach cuts trial-and-error cycles for patients and lets practitioners adjust regimens based on follow-up scan data. Inventory decisions now rest on usage frequency reports rather than supplier promotions.

Who's doing it

Curology physicians use the company's AI formulary engine to create prescription topicals. The platform has produced over 3 million customized prescriptions and reports a 35 percent reduction in patient follow-up visits for regimen tweaks.

Try it

1. Open the free Curology assessment at https://curology.com and answer the skin-type questionnaire.
2. Receive the AI-generated formula card listing actives, strengths, and application order.
3. Forward the card to your compounding pharmacy or upload it into your med-spa ordering portal to place the custom batch.

Read the original at pmc.ncbi.nlm.nih.gov