Published Technical Disclosure Archive

AI-Driven Footwear Customization: Next-Gen Manufacturing

Publication ID: 24-11857030_0005_PTD
Published: October 27, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Footwear Customization: Next-Gen Manufacturing,” Published Technical Disclosure No. 24-11857030_0005_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857030_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. 11,857,030.

Background and Problem Solved

The original patent, while pioneering in its approach to customized footwear, was limited by its reliance on user-inputted preferences and graphical representations. The new invention addresses these limitations by integrating AI-driven design, AR-powered try-on capabilities, and additive manufacturing techniques to create a seamless, end-to-end customization and production experience.

Novelty and Inventive Step

The new claims introduce a quantum leap in footwear customization and production by integrating AI, AR, and additive manufacturing technologies, thereby rendering the original patent's approach obsolete. The inventive step lies in the synergistic combination of these cutting-edge technologies to create a seamless, end-to-end customization and production experience.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of blockchain technology to secure user data and preferences, the integration of IoT sensors to track user behavior and optimize footwear design, or the development of a subscription-based model for users to access exclusive, limited-edition footwear designs.

Potential Commercial Applications and Market

The next-generation footwear customization and production system has far-reaching commercial potential, targeting the $300 billion global footwear market. The system can be licensed to leading footwear manufacturers, or NIKE, Inc. can establish its own direct-to-consumer platform, disrupting traditional retail models and capturing a significant market share.

CPC Classifications

SectionClassGroup
A A43 A43D119/00
A A43 A43B3/0078
G G05 G05B15/02
G G06 G06F30/00
G G06 G06Q10/087
G G06 G06Q30/0601
G G06 G06Q50/04
A A43 A43D2200/60
Y Y02 Y02P90/30

Field of Art

Footwear design, manufacturing, and customization technologies, encompassing digital interface design, additive manufacturing, and user-centric product development systems

Person of Ordinary Skill (PHOSITA) Profile

A professional with expertise in footwear engineering, digital design technologies, user experience design, and advanced manufacturing techniques, typically holding a bachelor's or master's degree in industrial design, mechanical engineering, or computer science

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed variations represent predictable technological extensions of the source patent's customization framework, leveraging emerging technologies like AI, AR, and additive manufacturing to enhance user-driven design processes. The fundamental concept of customizable footwear remains consistent, with the PTD introducing incremental technological improvements that would be considered obvious evolutionary steps in the field. These variations represent standard technological progression by integrating known techniques to solve similar user-centric design challenges.

Obvious Combinations & Variations

Source Patent Element
Graphical representation of article types with user selection interface
PTD Variation
Neural network-driven personalization system generating customized footwear designs
Obviousness Reasoning
Predictable application of machine learning to existing user customization frameworks, representing a known technique for enhancing user-specific product selection
Source Patent Element
Web-based and remote device graphical interface for article type selection
PTD Variation
Augmented reality platform allowing virtual footwear try-on and interaction
Obviousness Reasoning
Logical technological progression using established AR technologies to extend existing digital interface concepts, representing an obvious design enhancement
Source Patent Element
User availability preference integration in customization process
PTD Variation
Machine learning algorithms analyzing user behavior to generate lifestyle-optimized designs
Obviousness Reasoning
Straightforward application of advanced analytics to existing user preference collection methodologies, representing a predictable technological evolution
Source Patent Element
Article type customization method
PTD Variation
Modular footwear system with interchangeable components produced via generative design and additive manufacturing
Obviousness Reasoning
Obvious combination of existing customization concepts with emerging manufacturing technologies, representing a finite set of design solutions for enhanced product flexibility
Source Patent Element
Digital interface for article type selection
PTD Variation
Blockchain-secured platform for managing user design preferences and production data
Obviousness Reasoning
Known technique of applying blockchain security to existing digital interface systems, representing a standard approach to enhancing data management
35 U.S.C. § 103 Summary: Based on a comprehensive analysis of US Patent 11857030 and the present technical disclosure, a person having ordinary skill in the art would find the proposed variations obvious and non-patentable, as they represent predictable technological extensions employing known techniques to enhance existing footwear customization methodologies. The disclosed innovations constitute obvious combinations of prior art elements that would be readily conceived by a skilled practitioner without requiring inventive insight beyond the ordinary capabilities of the field.

Original Patent Information

Patent NumberUS 11,857,030
TitleCustomized article type
Assignee(s)NIKE, Inc.