Enhanced Gaming Chip and Playing Card Management System with Predictive Analytics and Security Features

Publication ID: 24-11857867_0006_PTD
Published: October 28, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Enhanced Gaming Chip and Playing Card Management System with Predictive Analytics and Security Features,” Published Technical Disclosure No. 24-11857867_0006_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857867_0006_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. 11,857,867.

Summary of the Inventive Concept

An improved gaming chip and playing card management system that leverages predictive analytics, machine learning, blockchain technology, and IoT sensors to optimize storage and retrieval efficiency, detect anomalies, and ensure secure transactions.

Background and Problem Solved

The original patent for a gaming chip and playing card management system had limitations in terms of efficiency, security, and personalization. The new inventive concept addresses these limitations by introducing advanced technologies to streamline operations, reduce errors, and enhance the gaming experience.

Detailed Description of the Inventive Concept

The enhanced system comprises a predictive analytics module that forecasts chip and card usage patterns, enabling optimized storage and retrieval. A machine learning-based anomaly detection system identifies potential errors or fraud in real-time. The system also incorporates a blockchain-based ledger for secure, transparent, and tamper-proof tracking of transactions. Additionally, a smart storage box with sensor-enabled interior detects and reports on inventory levels, automatically requesting replenishment when necessary. A player profiling module analyzes player behavior and preferences to provide personalized gaming experiences and targeted promotions.

Novelty and Inventive Step

The new claims introduce novel combinations of predictive analytics, machine learning, blockchain technology, and IoT sensors that significantly improve the efficiency, security, and personalization of the gaming chip and playing card management system. These advancements are non-obvious and provide a substantial improvement over the original patent.

Alternative Embodiments and Variations

Alternative embodiments could include the use of different machine learning algorithms, blockchain platforms, or IoT sensor technologies. Variations could also include the integration of additional features, such as facial recognition or biometric authentication, to further enhance security and personalization.

Potential Commercial Applications and Market

The enhanced gaming chip and playing card management system has significant commercial potential in the casino and gaming industries, offering improved operational efficiency, reduced costs, and enhanced customer experiences. The system could also be adapted for use in other industries, such as retail or hospitality, where inventory management and personalized services are critical.

CPC Classifications

SectionClassGroup
A A63 A63F1/062
A A63 A63F11/0002
G G07 G07F17/322
G G07 G07F17/3216
G G07 G07F17/3241
G G07 G07F17/3293
A A63 A63F1/06
A A63 A63F1/067
A A63 A63F3/00157
A A63 A63F11/00
A A63 A63F2001/001
A A63 A63F2003/00164
A A63 A63F2009/2425
A A63 A63F2009/2439
A A63 A63F2011/0006
A A63 A63F2250/58

Original Patent Information

Patent NumberUS 11,857,867
TitleManagement system of gaming chips and storage box
Assignee(s)ANGEL GROUP CO., LTD.