Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System

Publication ID: 26-US12160403B2_0008_PTD

Published: January 17, 2026

Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System,” Published Technical Disclosure No. 26-US12160403B2_0008_PTD, Published January 17, 2026, available at https://archive.pr1or.art/26-US12160403B2_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. 121,604,032.

Summary of the Inventive Concept

A sophisticated Apparatus, system, and method of Elastic message tracking solution that integrates synergistic combinations methodologies to address specific technical challenges in Apparatus, domain.

Background and Problem Solved

The source patent, Apparatus, system, and method of Elastic message tracking, addresses fundamental functionality that can be enhanced through synergistic combinations approaches to improve performance and expand capabilities. The new concept solves the problem of limited technical capabilities by integrating synergistic combinations methodologies to improve upon the original patent functionality.

Detailed Description of the Inventive Concept

The Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System is a comprehensive technical system that implements synergistic combinations enhancements to the original Apparatus, system, and method of Elastic message tracking technology. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation. The synergistic combinations enhancements comprise AI-powered latency reduction algorithms, IoT-based real-time message stream monitoring, blockchain-secured message tracking, and new materials-based message processing acceleration. These components are integrated to provide a sophisticated solution that addresses specific technical challenges in Apparatus, domain.

Novelty and Inventive Step

The Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System is technically new and non-obvious compared to the source patent, as it integrates distinct technologies such as AI, IoT, blockchain, and new materials to create a more powerful system. The synergistic combinations approach is not an obvious to try modification, as it requires a deep understanding of the technical challenges in Apparatus, domain and the expertise to integrate multiple technologies in a cohesive manner.

Alternative Embodiments and Variations

Alternative embodiments of the Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System could include variations of AI algorithms, IoT-based monitoring systems, blockchain protocols, and new materials-based acceleration mechanisms. Other technical ways to implement the inventive concept could involve integrating additional technologies, such as machine learning, cloud computing, or cybersecurity, to further enhance the system's capabilities.

Potential Commercial Applications and Market

The Advanced Apparatus, system, and method of Elastic message tracking Synergistic Combinations System has significant commercial potential in industries that rely on real-time message processing, such as finance, healthcare, and logistics. The system's ability to improve performance and expand capabilities makes it an attractive solution for companies seeking to optimize their message processing systems.

CPC Classifications

Section	Class	Group
H	H04	H04L51/226
G	G06	G06Q40/04
H	H04	H04L51/234
G	G06	G06F3/0481
G	G06	G06Q10/10
G	G06	G06Q40/06
H	H04	H04L12/2854

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Distributed computing, message processing systems, and real-time data stream management with expertise in network communication protocols, message routing, and latency optimization technologies

Person of Ordinary Skill (PHOSITA) Profile

A skilled engineer with advanced degrees in computer science or electrical engineering, experienced in distributed systems design, familiar with message processing architectures, AI integration techniques, and emerging communication technologies

Obviousness Rationale

A person skilled in the art would recognize that the PTD's proposed synergistic combinations represent predictable extensions of the source patent's core message processing methodology. The integration of AI, IoT, blockchain, and materials science represents standard engineering problem-solving approaches for enhancing existing message tracking systems. The technical variations demonstrate incremental improvements using known techniques that would be apparent to a skilled practitioner seeking to optimize message processing performance.

Obvious Combinations & Variations

Source Patent Element

Elastic message processing apparatus with feed ports receiving out-of-sequence messages

PTD Variation

AI-powered latency reduction algorithms integrated into message stream processing

Obviousness Reasoning

Applying machine learning techniques to optimize message sequencing is a predictable solution for improving existing message tracking systems, representing a known technique for performance enhancement

Source Patent Element

Processing circuitry configured to compare message times and adapt latency

PTD Variation

IoT-based real-time message stream monitoring with dynamic adaptation mechanisms

Obviousness Reasoning

Extending message tracking with distributed sensor networks is an obvious implementation strategy for improving system responsiveness, utilizing standard IoT integration techniques

Source Patent Element

Generating combined data message stream within adapted latency time

PTD Variation

Blockchain-secured message tracking with cryptographic verification of message sequences

Obviousness Reasoning

Implementing blockchain for secure message authentication represents a straightforward security enhancement using well-understood cryptographic techniques in distributed systems

Source Patent Element

Electronic data message processing apparatus with chronological sequencing

PTD Variation

New materials-based message processing acceleration using advanced semiconductor technologies

Obviousness Reasoning

Applying emerging materials science to improve computational performance is a standard engineering approach for incrementally enhancing existing processing architectures

35 U.S.C. § 103 Summary: Based on the teachings of US US12160403B2 and the comprehensive technical disclosure herein, a person having ordinary skill in the art would find the proposed message processing system variations obvious and predictable extensions of existing elastic message tracking technologies. The synergistic combinations represent standard engineering problem-solving approaches that would be readily conceived by a skilled practitioner seeking incremental improvements in distributed message processing systems.

Original Patent Information

Patent Number	US 121,604,032
Title	Apparatus, system, and method of elastically processing message information from multiple sources