Adaptable Analytical Framework for Diverse Industry Applications

Publication ID: 24-11857264_0002_PTD
Published: November 07, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Adaptable Analytical Framework for Diverse Industry Applications,” Published Technical Disclosure No. 24-11857264_0002_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857264_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. 11,857,264.

Summary of the Inventive Concept

The inventive concept leverages the core technology of the original patent to develop a versatile analytical framework, capable of being applied to diverse industries and use cases, thereby unlocking new value streams and opportunities.

Background and Problem Solved

The original patent focused on providing surgical assistance to surgeons, particularly for assessing spinal deformity. However, the patent's core technology has broader applicability, and this inventive concept addresses the limitation of not exploring alternative industries and use cases. The problem solved is the inability to adapt the original technology to address unique challenges in other fields.

Detailed Description of the Inventive Concept

The inventive concept involves adapting the computer-implemented method and system of the original patent to analyze complex data sets and provide personalized recommendations in various industries. The new claims demonstrate the framework's applicability in optimizing agricultural crop yields, predicting and preventing supply chain disruptions, personalized education planning, optimizing energy efficiency in commercial buildings, and predicting and preventing cybersecurity threats. The framework's components include data ingestion, machine learning-based analysis, and visualization of results to facilitate informed decision-making.

Novelty and Inventive Step

The new claims introduce a novel and non-obvious application of the original patent's technology, extending its reach to diverse industries and use cases. The inventive step lies in recognizing the adaptability of the core technology and developing a framework that can be tailored to address unique challenges in various fields.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include adapting the framework for application in healthcare, finance, or environmental monitoring. Variations could involve integrating additional data sources, such as IoT devices or social media platforms, to enhance the framework's analytical capabilities.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential, as it can be applied to various industries, providing a competitive edge to companies that adopt this technology. The target market includes industries such as agriculture, logistics, education, energy management, and cybersecurity, among others.

CPC Classifications

SectionClassGroup
A A61 A61B34/10
A A61 A61B5/743
A A61 A61B5/748
A A61 A61B5/7435
A A61 A61B34/20
A A61 A61B34/25
A A61 A61B90/37
G G06 G06N20/00
G G06 G06T7/73
G G06 G06T19/006
G G16 G16H20/40
G G16 G16H40/63
G G16 G16H50/00
A A61 A61B2034/102
A A61 A61B2034/105
A A61 A61B2034/107
A A61 A61B2034/108
A A61 A61B2034/256
A A61 A61B2090/365
G G06 G06N5/01
G G06 G06T2207/10072
G G06 G06T2207/10116
G G06 G06T2207/20084
G G06 G06T2207/30012

Original Patent Information

Patent NumberUS 11,857,264
TitleSystems and methods for physician designed surgical procedures
Assignee(s)Carlsmed, Inc.