Published Technical Disclosure Archive

Intelligent Fitness Ecosystem

Publication ID: 24-11857842_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Fitness Ecosystem,” Published Technical Disclosure No. 24-11857842_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857842_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. 11,857,842.

Summary of the Inventive Concept

A next-generation wearable device and exercising device system that leverages AI, machine learning, and cloud-based infrastructure to provide personalized, real-time exercise feedback and guidance, revolutionizing the fitness industry.

Background and Problem Solved

The original patent relates to an apparatus and exercising device with limited capabilities. The present inventive concept addresses the limitations of the original patent by introducing AI-powered wearable devices and exercising devices that can predict user goals, adjust exercise parameters, and provide real-time feedback, thereby enhancing the overall fitness experience.

Detailed Description of the Inventive Concept

The new inventive concept comprises a wearable device with an artificial intelligence module, an exercising device with sensors, and a cloud-based server. The wearable device predicts user exercise goals and automatically adjusts the exercise parameters of the exercising device. The exercising device, in turn, adjusts its parameters based on the user's physical and emotional state. The cloud-based server analyzes user data and provides personalized exercise recommendations. The system enables real-time exercise feedback through machine learning algorithms and augmented reality modules, providing an immersive and interactive exercise experience.

Novelty and Inventive Step

The new claims introduce AI-powered wearable devices, exercising devices with sensors, and cloud-based infrastructure, which are not present in the original patent. The inventive step lies in the integration of these components to provide personalized, real-time exercise feedback and guidance, thereby revolutionizing the fitness industry.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different AI algorithms, varying sensor types, or alternative cloud-based infrastructure. Additionally, the system could be adapted for use in various fitness settings, such as gyms, studios, or outdoor environments.

Potential Commercial Applications and Market

The Intelligent Fitness Ecosystem has vast commercial potential in the fitness industry, with potential applications in personal training, group fitness classes, and fitness tracking. The target market includes fitness enthusiasts, athletes, and individuals seeking to improve their overall health and wellbeing.

CPC Classifications

SectionClassGroup
A A63 A63B24/0087
A A63 A63B22/02
A A63 A63B22/0605
A A63 A63B24/0062
A A63 A63B71/0622
G G01 G01P13/00
G G16 G16H20/30
H H04 H04W4/80
A A63 A63B2071/0625
A A63 A63B2071/0663
A A63 A63B2220/803
A A63 A63B2225/50

Field of Art

Wearable fitness technology and interactive exercise systems, involving embedded computing, sensor integration, and networked exercise devices with a focus on human performance tracking and interaction

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in electrical engineering, computer science, and exercise technology, familiar with mobile computing, sensor design, machine learning applications in fitness, and networked device communication protocols

Obviousness Rationale

A person of ordinary skill would recognize that the source patent's wrist watch device with client-server architecture naturally extends to more sophisticated AI-driven fitness systems. The fundamental communication and control paradigms established in the source patent provide a clear technical foundation for integrating advanced machine learning, sensor feedback, and personalized exercise recommendations. The PTD represents a predictable technological progression using standard engineering techniques to enhance the original device's capabilities.

Obvious Combinations & Variations

Source Patent Element
Wrist watch configured to receive and process instructions from a stationary exercising device
PTD Variation
AI-powered wearable device predicting exercise goals and automatically adjusting exercising device parameters
Obviousness Reasoning
Extending client-server instruction processing to predictive parameter adjustment represents a known technique in adaptive computing systems, with predictable results of enhanced user experience
Source Patent Element
Device capable of storing and processing received program code
PTD Variation
Cloud-based server analyzing user data and providing personalized exercise recommendations
Obviousness Reasoning
Remote code execution and data processing are standard techniques in networked computing, making server-side analytics a predictable enhancement of the original device's capabilities
Source Patent Element
Wrist watch acting as a client with controlled user interface
PTD Variation
Augmented reality module providing immersive and interactive exercise experience
Obviousness Reasoning
Enhancing user interface complexity through emerging display technologies represents a standard design evolution in human-computer interaction
Source Patent Element
Device receiving signals and starting calculations based on instructions
PTD Variation
Machine learning algorithms providing real-time exercise feedback based on sensor data
Obviousness Reasoning
Implementing adaptive computational techniques to process sensor inputs is a known approach in developing intelligent monitoring systems
Source Patent Element
Wrist watch capable of receiving parameters from stationary device
PTD Variation
Exercising device automatically adjusting parameters based on user's physical and emotional state
Obviousness Reasoning
Expanding parameter adaptation to include physiological monitoring represents a logical extension of existing device interaction paradigms
35 U.S.C. § 103 Summary: Based on US Patent 11857842's teachings, the present publication demonstrates that the claimed variations in fitness technology represent obvious modifications to existing wearable device architectures. A person having ordinary skill in the art would readily recognize the incremental technological advancements as predictable combinations of known techniques in networked exercise systems, thereby rendering such claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,842
TitleApparatus and exercising device
Assignee(s)Suunto Oy