One standard for every formula
RPX Formula Gate is an internal system built by RPX. It evaluates the cosmetic formula candidates our manufacturers send us against one set of criteria, and records which formula was chosen and why. It has been in use since September 2026, starting with RADIDERM Melapase Intensive Cream. The method is the subject of Korean patent application No. 10-2026-0185990.
Why we built it
When a cosmetic product is developed, the manufacturer usually proposes several formula candidates. Each differs in ingredients, texture, cost and regulatory points to watch.
We built Formula Gate because we did not want to pick one on instinct. Every candidate is evaluated on the same items, and we write down why one was chosen and the others were not. That way we make fewer of the same mistakes on the next product, and we can explain to anyone why a formula was chosen.
It runs in four steps
Intake
We receive formula candidates from the manufacturer. Whatever the format (spreadsheet, PDF or photo), ingredient names are matched to standard names.
Evaluate
Each candidate is checked against ingredient data, country-by-country restrictions and efficacy papers, scored item by item, and summarized in a report.
Decide
Candidates are compared side by side. We write down what was chosen, what was dropped, and why. The record is stored so that any later change would show.
Feed back
After launch, sales and user feedback go back into the evaluation criteria.
AI, rules and people
The system helps with evaluation. People make the decision.
AI
Reads the documents and gives an opinion
Claude, by Anthropic, extracts the ingredient list from the manufacturer’s documents and writes item-level opinions in a fixed format. Each evaluation is run three times and the median is used. Every exchange is logged.
Rules
Calculate and cross-check
Scoring and regulatory checks are handled by code against fixed criteria. The same input always gives the same result.
People
Decide
Formulas are created by the manufacturer’s lab. RPX staff decide which one goes forward and record the reason.
What we evaluate against
Public data and published research.
- About 22,000Ingredients
Public cosmetic ingredient data from Korea’s Ministry of Food and Drug Safety, synced weekly.
- 8 countriesRestrictions
Banned and restricted ingredient rules by country, checked alongside the original Korean regulatory notices.
Efficacy. Only papers with a verifiable source are used as evidence for what an ingredient does.
Patent application
The method has been filed as a patent.
- Title
- AI-based system and method for evaluating cosmetic formula candidates
- Application no.
- 10-2026-0185990
- Filed
- Applicant
- RPX Inc. (주식회사 알피엑스)
Patents and trademarks
| Type | Title | Application no. | Status |
|---|---|---|---|
| Patent | AI-based system and method for evaluating cosmetic formula candidates | 10-2026-0185990 | Filed |
| Trademark (Class 3) | DERMAGRID | 40-2026-0124970 | Registered |
| Trademark (Class 3) | RADIDERM | 40-2026-0169623 | Published |
| Trademark (Class 3) | ALOEZULENE | 40-2026-0169622 | Published |
| Trademark (Class 3) | MELAPASE | 40-2026-0203466 | Filed |
Trademarks can be looked up on KIPRIS, Korea’s intellectual property search service, by applicant name (주식회사 알피엑스). Korean patent applications are published 18 months after filing.
Want to talk formulas and evidence?
We welcome manufacturing, ingredient and technology inquiries.