Published Technical Disclosure Archive

AI-Powered Adaptive Ergonomic Workspace Platform

Publication ID: 24-11857073_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Powered Adaptive Ergonomic Workspace Platform,” Published Technical Disclosure No. 24-11857073_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857073_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. 11,857,073.

Background and Problem Solved

The original desktop workspace that adjusts vertically addresses the health risks associated with prolonged sitting and standing. However, it lacks the ability to adapt to individual users' ergonomic needs and preferences. This invention solves this problem by incorporating AI-driven adjustments, real-time health monitoring, and kinetic energy harvesting to create a more personalized and sustainable workspace experience.

Novelty and Inventive Step

The new claims introduce a paradigm shift in workspace ergonomics by integrating AI-driven adjustments, real-time health monitoring, and kinetic energy harvesting. These features are not present in the original patent and represent a significant advancement in the field.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the AI module with wearable devices or incorporating additional sensors to monitor user health. Variations may include using different types of energy harvesting systems or incorporating additional features, such as air quality monitoring or biometric authentication.

Potential Commercial Applications and Market

The adaptive ergonomic workspace platform has significant commercial potential in the office furniture, healthcare, and technology industries. It can be marketed as a premium product for companies seeking to improve employee well-being and productivity, as well as for individuals looking to create a healthier and more sustainable workspace at home.

Field of Art

Ergonomic workspace design and adjustable furniture systems, with expertise in mechanical engineering, human factors design, and adaptive workspace technologies

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer or industrial designer with 3-5 years of experience in ergonomic furniture design, familiar with height-adjustable mechanisms, user interaction principles, and emerging workplace technology trends

Obviousness Rationale

A PHOSITA would recognize that integrating AI and sensor technologies into height-adjustable workspace platforms represents a natural evolutionary progression of existing ergonomic design principles. The source patent establishes a foundational vertically adjustable workspace, which provides a clear technical framework for incorporating intelligent adjustment mechanisms. Given the rapid advancement of AI and sensor technologies, a skilled practitioner would find it straightforward to augment the base mechanical design with adaptive intelligence and health monitoring capabilities.

Obvious Combinations & Variations

Source Patent Element
Vertically adjustable desktop workspace with linear actuator mechanism
PTD Variation
AI-driven height adjustment based on user posture and ergonomic preferences
Obviousness Reasoning
Predictable application of known sensor and machine learning technologies to enhance existing mechanical adjustment systems, representing an obvious design optimization
Source Patent Element
Work surface platform with vertical movement capabilities
PTD Variation
Kinetic energy harvesting system integrated into workspace platform
Obviousness Reasoning
Known technique of energy harvesting applied to existing mechanical systems, utilizing the platform's inherent motion to generate supplemental electrical power
Source Patent Element
Base with pivot points enabling height and position modifications
PTD Variation
Modular workspace system with interchangeable task-specific modules
Obviousness Reasoning
Logical extension of existing mechanical design principles, representing a finite set of predictable configuration options for workspace adaptability
Source Patent Element
Desktop workspace designed for ergonomic positioning
PTD Variation
Real-time health monitoring and personalized standing/sitting interval recommendations
Obviousness Reasoning
Obvious combination of existing ergonomic research with emerging sensor and AI technologies to enhance user health management
35 U.S.C. § 103 Summary: Based on US Patent 11857073's disclosure of a vertically adjustable workspace platform, the present publication demonstrates that a person having ordinary skill in the art would find the integration of AI-driven adjustment, health monitoring, and energy harvesting technologies to be obvious variations of the foundational mechanical design, thereby rendering subsequent claims involving such technologies anticipated and non-patentable.

Original Patent Information

Patent NumberUS 11,857,073
TitleDesktop workspace that adjusts vertically
Assignee(s)Office Kick, Inc.