US 2026/0311558 A1 · AI-DRIVEN CASINO MANAGEMENT, OPERATIONAL INTELLIGENCE AND OPTIMIZATION SYSTEMS AND METHODS

Abstract

Systems and methods are provided for casino management and operational intelligence functions using artificial intelligence. Casino operations data, which may include machine telemetry, accounting information, player tracking data, security or anti-money laundering indicators, environmental signals, or other operational metrics, is processed using one or more machine learning models. The data may be converted into embedded or encoded representations through feature extraction operations and routed through a media encoding and transcoding router or similar routing component configured to direct embedded representations, including non-media representations, to appropriate machine learning models or processing stages. The system generates operational predictions, operational analysis values, or optimization recommendations and produces casino management outputs or actions based at least in part on these predictions. Machine learning models are adapted using reinforcement learning, supervised learning, unsupervised learning, or combinations thereof. Outputs may be transmitted to operator interfaces, management dashboards, mobile devices, or automated control systems.

Claims59

Dependent claims

A casino management system, comprising:

at least one processor configured to execute at least a portion of developed executable instructions or computer readable files generated by an artificial intelligence casino management optimization system trained using and configured to analyze past gaming machine performance data and historical casino management data;
a media encoding and transcoding router configured to convert or consolidate input data received from a plurality of gaming machines or casino management sources into a standardized file type and dispatch encoded or embedded representations, including representations that are not media files, to one or more machine learning models or processing operations to generate operational predictions;
wherein the processor uses the developed executable instructions or computer readable files generated by the artificial intelligence casino management optimization system to produce casino management outputs;
and
a computer memory in communication with the processor and configured to store at least some of the executable instructions or computer readable files.

2 more elements

Dependencies are inferred from the claim text.

Ai-driven casino management, operational intelligence and optimization systems and methods

Life of this patent

Ai-driven casino management, operational intelligence and optimization systems and methods

Life of this patent

Abstract

Claims59