Adaptive Guidance Systems for Diverse Industries

Publication ID: 24-11857265_0002_PTD
Published: November 07, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Adaptive Guidance Systems for Diverse Industries,” Published Technical Disclosure No. 24-11857265_0002_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857265_0002_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. 11,857,265.

Summary of the Inventive Concept

The present inventive concept extends the core technology of computer-aided guidance to new applications, enabling precise decision-making and optimized outcomes in water quality monitoring, precision agriculture, wildfire detection, energy efficiency, and air quality control.

Background and Problem Solved

The original patent focused on computer-aided surgery, but its limitations in addressing complex procedures and alignment jigs can be overcome by applying the core technology to other fields. The new inventive concept addresses the need for data-driven guidance in diverse industries, where real-time analysis and recommendations are crucial for optimal results.

Detailed Description of the Inventive Concept

The new inventive concept comprises a computer-aided analysis module that utilizes machine learning algorithms to analyze real-time data from various sensors and sources. This module is paired with a guidance module that provides recommendations for corrective actions or optimized strategies based on the analysis. The system can be adapted to different industries, such as monitoring water quality, optimizing crop yields, detecting wildfires, enhancing energy efficiency, or controlling air quality. The core technology is modified to accommodate the specific requirements of each industry, ensuring accurate and reliable guidance.

Novelty and Inventive Step

The new claims introduce a novel application of computer-aided guidance, extending the original patent's concept to diverse industries. The inventive step lies in the adaptation of machine learning algorithms and real-time data analysis to provide industry-specific guidance, overcoming the limitations of the original patent.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the computer-aided analysis module with existing industry-specific software, utilizing different machine learning algorithms for specific industries, or incorporating additional sensors or data sources to enhance the accuracy of the guidance. Variations may also include developing specialized guidance modules for specific industries or creating a modular system that can be easily adapted to new industries.

Potential Commercial Applications and Market

The new inventive concept has significant commercial potential in various industries, including water quality monitoring, precision agriculture, wildfire detection, energy efficiency, and air quality control. The market for adaptive guidance systems is substantial, with potential customers including government agencies, private companies, and research institutions seeking to optimize their operations and decision-making processes.

CPC Classifications

SectionClassGroup
A A61 A61B34/10
A A61 A61B17/142
A A61 A61B17/15
A A61 A61B17/154
A A61 A61B17/1675
A A61 A61B17/1703
A A61 A61B17/1764
A A61 A61B34/20
A A61 A61B34/30
A A61 A61B90/11
A A61 A61B90/36
A A61 A61B17/1626
A A61 A61B34/25
A A61 A61B90/90
A A61 A61B2017/00026
A A61 A61B2017/00199
A A61 A61B2017/00212
A A61 A61B2017/00221
A A61 A61B2017/00725
A A61 A61B2017/320052
A A61 A61B2034/101
A A61 A61B2034/102
A A61 A61B2034/104
A A61 A61B2034/105
A A61 A61B2034/107
A A61 A61B2034/108
A A61 A61B2034/2055
A A61 A61B2034/2068
A A61 A61B2034/2072
A A61 A61B2034/254
A A61 A61B2034/256
A A61 A61B2034/258
A A61 A61B2090/061
A A61 A61B2090/065
A A61 A61B2090/0812
A A61 A61B2090/365
A A61 A61B2090/367
A A61 A61B2090/372
A A61 A61B2090/395
A A61 A61B2090/3937
A A61 A61F2002/4632
A A61 A61F2002/4633

Field of Art

Computer-assisted guidance systems with emphasis on medical and industrial applications involving 3D spatial analysis, machine learning, and real-time sensor data processing

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in computer vision, machine learning algorithms, sensor integration, and domain-specific guidance systems, typically holding a graduate degree in engineering, computer science, or biomedical technologies

Obviousness Rationale

The PTD demonstrates a predictable extension of the source patent's core guidance technology by applying its fundamental 3D representation and machine learning principles to diverse industrial contexts. A PHOSITA would recognize the fundamental similarity in creating spatial representations, analyzing real-time data, and providing dynamic guidance across different technical domains. The systematic approach of generating 3D models, analyzing sensor data, and generating actionable recommendations represents a transferable technological framework that can be readily adapted to multiple industries.

Obvious Combinations & Variations

Source Patent Element
Electronic three-dimensional representation of patient portion for surgical guidance
PTD Variation
3D representation of farm topography, building layout, or urban environment for industry-specific guidance
Obviousness Reasoning
Known technique of extending spatial modeling techniques across domains, representing a predictable application of established 3D visualization principles
Source Patent Element
Tracking user input data and dynamically adjusting display orientation
PTD Variation
Machine learning algorithms dynamically adjusting guidance recommendations based on real-time sensor inputs
Obviousness Reasoning
Predictable evolution of adaptive display technologies into more sophisticated recommendation systems using established machine learning techniques
Source Patent Element
Computer-assisted procedure with multiple view options (sagittal, lateral, medial)
PTD Variation
Multi-perspective analysis modules for water quality, wildfire detection, and air quality monitoring
Obviousness Reasoning
Finite set of known data visualization techniques applied to different technical domains, representing an obvious design choice for comprehensive system analysis
Source Patent Element
Freehand surgical guidance using electronic representations
PTD Variation
Guidance systems for precision agriculture and energy efficiency optimization
Obviousness Reasoning
Transferring guidance paradigm from medical to industrial contexts represents a known technique of technological cross-pollination with predictable results
Source Patent Element
Computer system tracking and responding to user interactions during a procedure
PTD Variation
Interactive guidance modules providing real-time recommendations across different industries
Obviousness Reasoning
Extending interactive decision support systems to new domains represents a standard technological progression with predictable implementation strategies
35 U.S.C. § 103 Summary: Pursuant to 35 U.S.C. ยง 103, the variations disclosed in this publication would have been obvious to a person having ordinary skill in the art at the time of invention, as demonstrated by the systematic adaptation of guidance technologies from US Patent 11857265, wherein the core principles of spatial representation, real-time data analysis, and dynamic recommendation systems are predictably extended across multiple technical domains through known methodological transformations.

Original Patent Information

Patent NumberUS 11,857,265
TitleMethod and apparatus for computer aided surgery
Assignee(s)Board of Regents of the University of Nebraska