Published Technical Disclosure Archive

Personalized Spine Care System with AI-Driven Intervertebral Cage Apparatus

Publication ID: 24-11857429_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Personalized Spine Care System with AI-Driven Intervertebral Cage Apparatus,” Published Technical Disclosure No. 24-11857429_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857429_0008_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. 11,857,429.

Summary of the Inventive Concept

A novel system integrating intervertebral cage apparatus with AI, IoT, blockchain, and advanced materials to provide personalized spine care, real-time tracking, and optimized device performance.

Background and Problem Solved

Current intervertebral devices have limitations in terms of static design, lack of real-time monitoring, and limited customization. The new inventive concept addresses these limitations by combining the patented intervertebral cage apparatus with synergistic technologies to create a more powerful and adaptive system.

Detailed Description of the Inventive Concept

The system comprises an intervertebral cage apparatus with integrated sensors and AI-driven algorithms for predicting optimal deployment configurations. IoT-enabled sensors track vertebral movement in real-time, while blockchain technology ensures secure and transparent device history and provenance. The cage apparatus features a modular, 3D-printed lattice structure with sensor-embedded materials for monitoring device performance and vertebral health. Generative AI and machine learning-based simulations optimize cage design for personalized spine care.

Novelty and Inventive Step

The new claims introduce the novel combination of AI-driven optimization, IoT-enabled real-time tracking, blockchain-based secure tracking, and advanced materials integration, which are not present in the original patent and provide a non-obvious improvement over existing intervertebral devices.

Alternative Embodiments and Variations

Alternative embodiments may include varying sensor types, AI algorithms, and blockchain implementations. Variations may also include different materials and lattice structures for the cage apparatus, as well as different simulation techniques for optimizing device design.

Potential Commercial Applications and Market

The personalized spine care system has significant commercial potential in the orthopedic and spine care industries, with potential applications in hospitals, clinics, and medical research institutions.

CPC Classifications

SectionClassGroup
A A61 A61F2/442
A A61 A61F2/447
A A61 A61F2/4611
A A61 A61F2/4601
A A61 A61F2002/2835
A A61 A61F2002/305
A A61 A61F2002/30019
A A61 A61F2002/3055
A A61 A61F2002/30092
A A61 A61F2002/30143
A A61 A61F2002/30331
A A61 A61F2002/30359
A A61 A61F2002/30448
A A61 A61F2002/30462
A A61 A61F2002/30467
A A61 A61F2002/30471
A A61 A61F2002/30545
A A61 A61F2002/30556
A A61 A61F2002/30579
A A61 A61F2002/30581
A A61 A61F2002/30584
A A61 A61F2002/30588
A A61 A61F2002/30593
A A61 A61F2002/30594
A A61 A61F2002/30774
A A61 A61F2002/30785
A A61 A61F2002/30789
A A61 A61F2002/30828
A A61 A61F2002/4415
A A61 A61F2002/4627
A A61 A61F2310/00011

Field of Art

Orthopedic medical devices, specifically intervertebral implant systems with a focus on surgical deployment techniques, biomechanical optimization, and advanced medical device technologies

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or orthopedic medical device designer with expertise in surgical implant design, materials engineering, sensor integration, and biomechanical simulation techniques, typically holding a master's or doctoral degree with 5-10 years of industry experience

Obviousness Rationale

A PHOSITA would recognize that integrating emerging technologies like AI, IoT, and blockchain into existing intervertebral cage apparatus represents a predictable extension of known medical device innovation strategies. The fundamental mechanical principles of the original intervertebral cage remain consistent, with technological enhancements providing additional functionality through well-established engineering approaches. The proposed variations represent incremental improvements using standard interdisciplinary design methodologies common in medical device development.

Obvious Combinations & Variations

Source Patent Element
Intervertebral cage apparatus with positional deployment mechanisms
PTD Variation
AI-driven deployment configuration prediction and real-time sensor monitoring
Obviousness Reasoning
Predictable application of machine learning to optimize existing mechanical deployment techniques, representing a known approach to enhancing medical device performance through computational methods
Source Patent Element
Static intervertebral implant design
PTD Variation
3D-printed modular lattice structure with integrated sensor-embedded materials
Obviousness Reasoning
Obvious combination of additive manufacturing techniques with sensor integration, utilizing standard materials engineering approaches to enhance device functionality
Source Patent Element
Surgical implant positioning method
PTD Variation
Blockchain-enabled device tracking and provenance management
Obviousness Reasoning
Predictable application of distributed ledger technology to medical device tracking, representing a standard approach to improving device traceability and patient safety
Source Patent Element
Intervertebral cage with mechanical deployment mechanisms
PTD Variation
IoT-enabled real-time movement tracking and cloud-based analytics
Obviousness Reasoning
Routine extension of existing device monitoring capabilities using standard wireless sensor and data analytics technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857429 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed intervertebral cage apparatus modifications obvious and predictable. The combination of AI optimization, sensor integration, and advanced materials represents a straightforward technological progression that would be apparent to a skilled practitioner without requiring inventive insight beyond the existing state of the art.

Original Patent Information

Patent NumberUS 11,857,429
TitleIntervertebral cage apparatus and system and methods of using the same
Assignee(s)EIT Emerging Implant Technologies GmbH