Published Technical Disclosure Archive

AI-Powered Specimen Management System Innovation

Publication ID: 24-11857017_0008_PTD
Published: October 27, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Powered Specimen Management System Innovation,” Published Technical Disclosure No. 24-11857017_0008_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857017_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. 11,857,017.

Background and Problem Solved

The original intelligent laboratory lockbox system, as described in the original patent, addressed the difficulties faced by laboratory facilities in tracking and handling specimens. However, it lacked the integration of distinct technologies to further enhance its capabilities. The new invention overcomes this limitation by synergistically combining the lockbox system with AI, IoT, blockchain, and machine learning technologies to provide a more comprehensive and powerful solution.

Novelty and Inventive Step

The new claims introduce the novel concept of integrating the intelligent laboratory lockbox system with AI, IoT, blockchain, and machine learning technologies, which provides a synergistic combination that is not obvious from the original patent. The integration of these technologies enables the system to provide a more comprehensive and powerful solution for laboratory specimen management.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the integration of additional technologies, such as robotics or augmented reality, to further enhance the system's capabilities. Variations of the invention could also include the application of the system in different industries, such as pharmaceuticals or biotechnology.

Potential Commercial Applications and Market

The invention has significant commercial potential in the laboratory and healthcare industries, where the need for efficient and secure specimen management is critical. The system's ability to ensure specimen integrity, optimize workflows, and provide secure and transparent tracking makes it an attractive solution for laboratories and healthcare facilities. The market for laboratory specimen management systems is expected to grow significantly in the coming years, driven by the increasing demand for efficient and secure specimen management solutions.

CPC Classifications

SectionClassGroup
A A42 A42B1/225
G G06 G06Q10/0633
G G06 G06Q10/0832
G G06 G06Q10/0833
Y Y10 Y10T24/32

Field of Art

Laboratory specimen management systems, involving computer-implemented tracking, environmental monitoring, and logistics technologies with expertise in IoT, sensor integration, and workflow optimization

Person of Ordinary Skill (PHOSITA) Profile

A professional with a degree in computer science, biomedical engineering, or information systems, having 3-5 years experience in laboratory logistics, sensor network design, and enterprise tracking systems

Obviousness Rationale

A PHOSITA would recognize that integrating emerging technologies like blockchain, AI, and machine learning into the existing intelligent laboratory lockbox system represents a predictable technological evolution. The source patent establishes a foundational framework for specimen tracking with temperature monitoring, which naturally invites augmentation through contemporary digital technologies. The proposed variations represent straightforward technological extensions that leverage well-established integration patterns in enterprise tracking systems.

Obvious Combinations & Variations

Source Patent Element
Temperature sensor measuring internal vault temperature
PTD Variation
Blockchain-based immutable temperature data storage
Obviousness Reasoning
Blockchain represents a known technique for creating tamper-proof digital records, which is a predictable enhancement for critical environmental tracking data
Source Patent Element
Remote computing devices for specimen pickup workflows
PTD Variation
AI-powered predictive analytics for preventing temperature excursions
Obviousness Reasoning
Predictive analytics are a standard approach for optimizing environmental monitoring in logistics systems, representing an obvious technological progression
Source Patent Element
Communication module transmitting specimen status
PTD Variation
IoT sensor network with centralized workflow optimization
Obviousness Reasoning
IoT integration is a standard method for expanding distributed sensing and communication capabilities in tracking systems
Source Patent Element
Specimen lockbox with electronic tracking
PTD Variation
Blockchain-based authentication for personnel access
Obviousness Reasoning
Security enhancement through cryptographic access control represents a known technique for improving enterprise tracking systems
35 U.S.C. § 103 Summary: Based on US Patent 11857017's disclosure of an intelligent laboratory lockbox system, the present publication demonstrates that a person having ordinary skill in the art would find the integration of blockchain, AI, IoT, and machine learning technologies into specimen tracking systems an obvious technological progression, rendering claims to such systems obvious and unpatentable under 35 U.S.C. ยง 103.

Original Patent Information

Patent NumberUS 11,857,017
TitleIntelligent laboratory lockbox system
Assignee(s)CERNER INNOVATION, INC.