Personalized Cosmetic Product Ecosystem

Publication ID: 24-11857667_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Cosmetic Product Ecosystem,” Published Technical Disclosure No. 24-11857667_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857667_0005_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,667.

Summary of the Inventive Concept

A next-generation cosmetic product ecosystem that leverages advanced skin analysis, machine learning, and personalized manufacturing to provide tailored product recommendations and customized products for individual skin types and needs.

Background and Problem Solved

The original patent disclosed multi-purpose cosmetic compositions, but it did not address the limitations of one-size-fits-all products. The new inventive concept solves this problem by introducing a holistic system that integrates skin analysis, product recommendation, and personalized manufacturing to provide users with optimized products for their unique skin characteristics.

Detailed Description of the Inventive Concept

The new inventive concept comprises a skin analysis system, a product recommendation engine, a personalized manufacturing system, and a virtual try-on system. The skin analysis system uses a user interface, database, and machine learning module to identify a user's skin type and generate a personalized product regimen. The product recommendation engine utilizes the skin analysis data and a database of product ingredients to suggest customized products. The personalized manufacturing system produces these customized products using the generated formulas. The virtual try-on system simulates the application of products on a 3D avatar, providing users with a realistic preview of the products' effects. The system continually updates and refines its algorithms based on user feedback and product performance data.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in the cosmetic industry by integrating advanced skin analysis, machine learning, and personalized manufacturing. The inventive step lies in the combination of these components to provide a holistic, user-centric system that addresses the limitations of traditional one-size-fits-all products.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include wearable devices for skin health monitoring, mobile applications for on-the-go skin analysis, or even AI-powered skincare advisors. Variations could include integrating the system with existing e-commerce platforms or incorporating additional data sources, such as environmental factors or genetic information, to further personalize product recommendations.

Potential Commercial Applications and Market

The personalized cosmetic product ecosystem has vast commercial potential in the beauty and skincare industries. The system could be integrated into existing product lines, offered as a standalone service, or even spawn new business models centered around personalized skincare. The target market includes consumers seeking tailored skincare solutions, as well as businesses looking to differentiate themselves in a crowded market.

CPC Classifications

SectionClassGroup
A A61 A61K8/9711
A A61 A61K8/9789
A A61 A61K36/28
A A61 A61K36/287
A A61 A61K36/42
A A61 A61Q19/00
A A61 A61Q19/008
A A61 A61Q19/08
A A61 A61K2800/10
A A61 A61K2800/5922
A A61 A61Q1/02
A A61 A61Q17/04
A A61 A61Q19/004
A A61 A61Q19/10
Y Y02 Y02A50/30

Original Patent Information

Patent NumberUS 11,857,667
TitleMulti-purpose cosmetic compositions
Assignee(s)MARY KAY INC.