Personalized Wash Composition Generation and Dispensing System

Publication ID: 24-11857508_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Personalized Wash Composition Generation and Dispensing System,” Published Technical Disclosure No. 24-11857508_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857508_0008_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. 11,857,508.

Summary of the Inventive Concept

A system integrating isotropic concentrate compositions with AI, IoT, and blockchain technologies to generate personalized wash compositions, monitor dispensing, and ensure authenticity and regulatory compliance.

Background and Problem Solved

The original isotropic concentrate composition patent provides a mild and sulfate-free wash composition suitable for topical application. However, the original patent does not address the need for personalized wash compositions, efficient dispensing, and supply chain transparency. The new inventive concept addresses these limitations by combining the original patent's composition with AI, IoT, and blockchain technologies.

Detailed Description of the Inventive Concept

The system comprises a database of isotropic concentrate compositions, a user interface for inputting skin type and preferred sensory benefits, and a machine learning algorithm for selecting an optimal isotropic concentrate composition based on the user input. The system also integrates an IoT-enabled dispenser with a cloud-based analytics platform to track usage patterns and sensorial feedback, adjusting the dispenser's settings to minimize waste and maximize consumer satisfaction. Furthermore, the system utilizes a blockchain-based platform to track the provenance and authenticity of isotropic concentrate compositions, ensuring compliance with regulatory standards. The system's components work synergistically to provide a personalized wash composition experience, improve dispensing efficiency, and ensure supply chain transparency.

Novelty and Inventive Step

The new claims introduce the concept of integrating isotropic concentrate compositions with AI, IoT, and blockchain technologies to generate personalized wash compositions, monitor dispensing, and ensure authenticity and regulatory compliance. This integration is novel and non-obvious compared to the original patent, which only discloses the composition itself.

Alternative Embodiments and Variations

Alternative embodiments of the system could include using different machine learning algorithms, integrating with other IoT devices, or utilizing different blockchain platforms. Additionally, the system could be adapted for use in different industries, such as cosmetics or pharmaceuticals.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the personal care and cosmetics industries, where consumers increasingly demand personalized products and experiences. The system's ability to monitor dispensing and ensure supply chain transparency also makes it attractive for industrial and commercial applications.

CPC Classifications

SectionClassGroup
A A61 A61K8/466
A A61 A61K8/345
A A61 A61Q19/10

Field of Art

Personal care formulations, specifically isotropic concentrate compositions for topical wash products, with expertise in surfactant chemistry, formulation techniques, and consumer product development

Person of Ordinary Skill (PHOSITA) Profile

A chemist or formulation engineer with a degree in chemistry or chemical engineering, familiar with surfactant interactions, cosmetic product development, and emerging technologies in personalized consumer products

Obviousness Rationale

A PHOSITA would recognize that integrating digital technologies with existing wash composition formulations represents a predictable extension of known product development strategies. The core isotropic concentrate composition remains fundamentally unchanged, with the primary innovation being the technological infrastructure for personalization and tracking. The technical elements of the source patent provide a clear foundation for implementing advanced delivery and monitoring systems.

Obvious Combinations & Variations

Source Patent Element
Isotropic concentrate composition with specific surfactant ratios
PTD Variation
Adding IoT-enabled sensors to track composition viscosity and pH in real-time
Obviousness Reasoning
Monitoring product characteristics is a known quality control technique, and embedding sensors represents a straightforward technological enhancement with predictable results
Source Patent Element
Hand wash composition with specific chemical components
PTD Variation
Implementing machine learning algorithms to customize composition selection based on user input
Obviousness Reasoning
Personalization of consumer products is a well-established trend, and applying algorithmic selection to existing formulation frameworks is an obvious technological progression
Source Patent Element
Sulfate-free wash composition with specific surfactant blend
PTD Variation
Blockchain-based provenance tracking for composition authenticity
Obviousness Reasoning
Supply chain transparency and authentication are standard industry practices, and applying blockchain to existing product frameworks represents a predictable technological integration
Source Patent Element
Isotropic concentrate with specific viscosity and pH ranges
PTD Variation
Cloud-based analytics platform for tracking usage patterns and sensory feedback
Obviousness Reasoning
Data-driven product optimization is a standard approach in consumer product development, and extending existing formulation knowledge through digital tracking is an obvious technological extension
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857508 and the disclosed technological variations, a person of ordinary skill in the art would find the integration of digital tracking, personalization, and authentication technologies with existing isotropic concentrate compositions to be an obvious and predictable extension of known formulation and product development techniques.

Original Patent Information

Patent NumberUS 11,857,508
TitleIsotropic concentrate and wash compositions
Assignee(s)Conopco, Inc.