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

Field of Art

Gaming technology, casino management systems, RFID-based tracking and inventory management for gaming equipment

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in RFID technologies, inventory management systems, data analytics, and casino gaming equipment design, typically holding a bachelor's or master's degree in electrical engineering, computer science, or related field with 3-5 years of industry experience

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD's proposed enhancements represent predictable extensions of the source patent's core RFID-based tracking and management system. The additional technologies like predictive analytics, machine learning, and blockchain are well-known techniques in inventory and transaction management that would be readily combinable with existing gaming chip tracking systems. A PHOSITA would understand that integrating these technologies would provide incremental improvements in efficiency, security, and operational insights.

Obvious Combinations & Variations

Source Patent Element
RFID-based tracking of gaming chips and playing cards with unique identification tags
PTD Variation
Adding machine learning-based anomaly detection for tracking chip and card transactions
Obviousness Reasoning
Applying machine learning to existing RFID tracking is a known technique for enhancing security and detecting potential fraud, representing a predictable application of existing technological solutions
Source Patent Element
Storage system for managing gaming chips and playing cards
PTD Variation
Implementing a smart storage box with sensor-enabled inventory tracking and automatic replenishment
Obviousness Reasoning
Integrating IoT sensors and automated inventory management is a standard design choice in tracking systems, providing a predictable improvement to existing storage management technologies
Source Patent Element
RFID-based identification and tracking system
PTD Variation
Incorporating blockchain ledger for secure and transparent transaction tracking
Obviousness Reasoning
Using blockchain for secure transaction records is a well-known technique in digital tracking systems, representing an obvious enhancement to existing RFID-based identification methods
Source Patent Element
Gaming chip and card management system
PTD Variation
Adding player profiling module for personalized gaming experiences
Obviousness Reasoning
Developing behavioral analytics for personalization is a standard approach in modern digital systems, representing a predictable extension of existing tracking and management technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857867 and the published technical disclosure, a person having ordinary skill in the art would find the proposed variations obvious and predictable extensions of existing gaming chip and playing card management technologies. The combination of RFID tracking, predictive analytics, machine learning, blockchain, and IoT sensors represents a logical and non-inventive progression of known techniques in inventory and transaction management systems.

Original Patent Information

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