Personalized Hand Wash System with AI-Driven Dispensing and IoT-Enabled Quality Control

Publication ID: 24-11857508_0003_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Personalized Hand Wash System with AI-Driven Dispensing and IoT-Enabled Quality Control,” Published Technical Disclosure No. 24-11857508_0003_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857508_0003_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 synergistic system integrating an isotropic concentrate composition with AI, IoT, and blockchain technologies to provide personalized hand wash compositions, optimize viscosity, and ensure quality and authenticity.

Background and Problem Solved

The original patent disclosed an isotropic concentrate composition suitable for topical application and washing, particularly for hands. However, it lacked the ability to adapt to individual skin types and conditions, and did not provide real-time quality control and authentication. The new inventive concept addresses these limitations by incorporating advanced technologies to create a more powerful and personalized system.

Detailed Description of the Inventive Concept

The system comprises an isotropic concentrate composition, a sensor for detecting skin type and condition, an AI-driven dispenser, and an IoT-enabled sensor for tracking pH and viscosity levels. The AI algorithm predicts the optimal viscosity range and adjusts the dispensing amount based on the detected skin type and condition. The IoT sensor monitors the composition's quality and authenticity, recording data in a blockchain-based ledger. Additionally, the system may incorporate novel materials with antimicrobial properties and computer vision systems for detecting hand shape and size.

Novelty and Inventive Step

The new claims introduce the novel combination of AI-driven dispensing, IoT-enabled quality control, and blockchain-based authentication, which are not obvious from the original patent. The inventive step lies in the synergistic integration of these technologies with the isotropic concentrate composition to create a personalized and adaptive hand wash system.

Alternative Embodiments and Variations

Alternative embodiments may include using machine learning algorithms to predict skin type and condition, incorporating additional sensors for detecting environmental factors, or utilizing different blockchain platforms for authentication. Variations may include adapting the system for use in other personal care products or industries.

Potential Commercial Applications and Market

The personalized hand wash system has significant commercial potential in the personal care and hygiene industries, particularly in the context of smart homes, hospitals, and public facilities. The system's ability to provide customized hand wash compositions and ensure quality and authenticity can improve user experience, reduce costs, and enhance brand reputation.

CPC Classifications

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

Field of Art

Personal care formulations, specifically hand wash compositions and surfactant-based cleaning systems, with expertise in chemical engineering, formulation science, and IoT/AI technologies for product customization

Person of Ordinary Skill (PHOSITA) Profile

A chemical engineer or formulation scientist with advanced knowledge of surfactant chemistry, experience in developing personal care products, familiarity with IoT and AI technologies, and understanding of sensor-based product customization techniques

Obviousness Rationale

A person having ordinary skill would recognize that integrating AI, IoT, and sensor technologies with the existing isotropic concentrate composition represents a predictable application of known technological enhancement techniques. The source patent's focus on precise composition formulation naturally suggests opportunities for technological monitoring and optimization. The disclosed variations represent logical extensions of existing product development strategies in personal care technologies.

Obvious Combinations & Variations

Source Patent Element
Isotropic concentrate composition with specific viscosity and pH ranges
PTD Variation
AI-driven viscosity optimization and IoT-enabled quality monitoring
Obviousness Reasoning
Predictable application of sensor technologies to monitor and adjust existing formulation parameters, representing a known technique for product quality control
Source Patent Element
Hand wash composition with specific surfactant combinations
PTD Variation
Personalized dispensing based on skin type and condition detection
Obviousness Reasoning
Logical extension of product customization principles, utilizing known sensor and machine learning technologies to adapt existing formulation strategies
Source Patent Element
Composition with specific pH and viscosity characteristics
PTD Variation
Blockchain-based authentication and quality verification system
Obviousness Reasoning
Predictable application of distributed ledger technologies to enhance product traceability and quality assurance in existing formulation frameworks
Source Patent Element
Hand wash composition with surfactant combinations
PTD Variation
Computer vision system for detecting hand shape and size to modulate dispensing
Obviousness Reasoning
Known technique of incorporating machine vision for precise product application, representing an obvious technological enhancement
Source Patent Element
Mild, sulfate-free hand wash composition
PTD Variation
Antimicrobial material integration in dispenser design
Obviousness Reasoning
Predictable solution for addressing hygiene concerns through material science innovations, representing a standard design approach in personal care technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857508 and the disclosed technological variations, a person having ordinary skill in the art would find the claimed innovations obvious and lacking inventive step. The systematic integration of AI, IoT, and sensor technologies with existing isotropic concentrate composition represents a predictable application of known technological enhancement techniques, thereby rendering the claimed innovations unpatentable under 35 U.S.C. Section 103.

Original Patent Information

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