AI Ingredient Engines Build Custom Skincare Formulas
What happened
Platforms scan product ingredient lists, match concentrations to conditions such as acne or hyperpigmentation, and output ranked recommendations. One example flags 5 percent niacinamide for pigment reduction and 1 percent hyaluronic acid for barrier repair. The output is a printable regimen the patient receives before leaving the clinic.
Why it matters
Instead of stocking every product, providers let the algorithm filter inventory to the patient’s exact concerns. This reduces shelf waste and replaces generic retail advice with data-driven selections. The approach also creates a repeatable audit trail when patients return with new skin data.
Who's doing it
Curology’s AI formulation engine processes 40,000 new patient profiles monthly and maintains a 92 percent retention rate at the three-month mark according to their 2024 investor update.
Try it
- Go to https://curology.com and complete the skin quiz.
- Review the algorithm-generated formula and adjust actives within the allowed concentration sliders.
- Export the final ingredient list as a PDF and upload it to your clinic’s patient portal for fulfillment tracking.
Read the original at pmc.ncbi.nlm.nih.gov
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