Next-Generation Wearable Massage Device with AI-Driven Personalization

Publication ID: 24-11857482_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Wearable Massage Device with AI-Driven Personalization,” Published Technical Disclosure No. 24-11857482_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857482_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. 11,857,482.

Summary of the Inventive Concept

A wearable, shape-memory alloy exoskeleton-based massage device that leverages artificial intelligence, electromyography sensors, and real-time feedback to provide a personalized, high-frequency vibration massage experience, revolutionizing the field of muscle stimulation and pain relief.

Background and Problem Solved

The original patent's percussive massager, while innovative, has limitations in terms of bulkiness, heat generation, noise, and user experience. The next-generation wearable massage device addresses these limitations by providing a flexible, conforming exoskeleton, customizable vibration, and AI-driven personalization, enabling a more effective and comfortable muscle stimulation experience.

Detailed Description of the Inventive Concept

The inventive concept comprises a flexible, shape-memory alloy exoskeleton that conforms to a user's body, embedding a plurality of micro-actuators that apply customizable, high-frequency vibrations to the user's muscle tissue. The device incorporates electromyography sensors to detect muscle fatigue levels, generating a customized massage protocol based on the detected fatigue levels and a user's preferred massage style. A cloud-based server stores firmware updates, which are received by a communication module embedded in the massage device, ensuring seamless updates. The neural network, trained to recognize and adapt to a user's muscle responses, provides continuous adjustments to the massage protocol through a real-time feedback loop. The modular, 3D-printed design enables interchangeable massage heads, each designed for a specific muscle group, and a universal control unit that communicates with each massage head, adjusting massage parameters accordingly.

Novelty and Inventive Step

The new claims introduce a paradigm shift in massage technology by integrating AI-driven personalization, electromyography sensors, and real-time feedback, providing a novel, non-obvious solution that significantly improves the user experience and muscle stimulation effectiveness compared to the original patent's percussive massager.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in exoskeleton materials, micro-actuator configurations, and AI algorithm implementations. Additionally, the device could be adapted for use in specific industries, such as sports medicine, physical therapy, or wellness centers, or integrated with other wearable devices, such as smartwatches or fitness trackers.

Potential Commercial Applications and Market

The next-generation wearable massage device has significant commercial potential in the health and wellness industry, targeting markets such as professional sports, physical therapy, and luxury spas. The device's AI-driven personalization and real-time feedback capabilities position it for success in the growing market of personalized health and wellness solutions.

CPC Classifications

SectionClassGroup
A A61 A61H23/0254
A A61 A61H2201/0107
A A61 A61H2201/0153
A A61 A61H2201/0157
A A61 A61H2201/1215
A A61 A61H2201/149
A A61 A61H2201/1418
A A61 A61H2201/1664
A A61 A61H2201/501
A A61 A61H2201/5005
A A61 A61H2201/5015
A A61 A61H2201/5035
A A61 A61H2201/5038
A A61 A61H2201/5097

Original Patent Information

Patent NumberUS 11,857,482
TitleMassage device having variable stroke length
Assignee(s)HYPERICE IP SUBCO, LLC