AI-Driven Adaptive Footwear: Next-Gen Biomechanical Design

Publication ID: 24-11857028_0005_PTD
Published: October 27, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Adaptive Footwear: Next-Gen Biomechanical Design,” Published Technical Disclosure No. 24-11857028_0005_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857028_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. 11,857,028.

Background and Problem Solved

The original patent for adaptable and adjustable lacing systems has limitations in terms of user comfort, performance, and sustainability. The new invention addresses these limitations by introducing AI-driven sensors, 4D printing, and adaptive materials to create a truly customized footwear experience.

Novelty and Inventive Step

The new claims introduce a paradigm shift in footwear technology by incorporating AI-driven sensors, 4D printing, and adaptive materials, making the original invention obsolete. The invention's novelty lies in its ability to provide real-time customization, personalized biomechanical support, and injury prevention, which is not achievable with traditional lacing systems.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include variations in sensor types, printing technologies, and material compositions. For example, the AI-driven sensors could be replaced with other types of sensors, such as pressure sensors or temperature sensors. The 4D printing technology could be substituted with other additive manufacturing methods, such as 3D printing or laser sintering. The adaptive materials could be modified to respond to different environmental conditions, such as temperature or humidity.

Potential Commercial Applications and Market

The adaptive footwear system has vast commercial potential in various industries, including athletic footwear, outdoor gear, and healthcare. The system's ability to provide real-time customization, personalized biomechanical support, and injury prevention makes it an attractive solution for professional athletes, recreational runners, and individuals with foot injuries or disabilities. The sustainable manufacturing process enabled by advanced robotics and computer vision technology also opens up opportunities for partnerships with eco-friendly brands and environmentally conscious consumers.

CPC Classifications

SectionClassGroup
A A43 A43B23/028
A A43 A43B1/04
A A43 A43B5/06
A A43 A43B7/085
A A43 A43B23/02
A A43 A43B23/0205
A A43 A43B23/0235
A A43 A43B23/0255
A A43 A43B23/0275
A A43 A43B23/086
A A43 A43C1/00
A A43 A43C1/04
D D04 D04B1/123
D D04 D04B1/14
D D04 D04B1/16
D D04 D04B1/22
D D04 D04B1/24
D D10 D10B2401/041
D D10 D10B2403/02
D D10 D10B2501/043

Original Patent Information

Patent NumberUS 11,857,028
TitleFootwear including an adaptable and adjustable lacing system
Assignee(s)Under Armour, Inc.