Agricultural Data Analytics and Simulation Platform

Publication ID: 24-11857875_0007_PTD

Published: October 28, 2025

Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Agricultural Data Analytics and Simulation Platform,” Published Technical Disclosure No. 24-11857875_0007_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857875_0007_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. 11,857,875.

Summary of the Inventive Concept

The inventive concept applies gaming data analytics and simulation technology to the agricultural industry, enabling farmers to optimize crop yields, predict trends, and receive real-time feedback through a comprehensive platform.

Background and Problem Solved

The original patent disclosed a system and method for capturing and sharing console gaming data. However, the limitations of the original patent lie in its exclusive focus on console gaming. The agricultural industry, which faces numerous challenges in optimizing crop yields and predicting trends, can greatly benefit from the application of gaming data analytics and simulation technology. The new inventive concept addresses this limitation by adapting the core technology to the agricultural industry.

Detailed Description of the Inventive Concept

The Agricultural Data Analytics and Simulation Platform consists of multiple modules. The data capture module collects agricultural data from various sources, such as sensors, drones, and weather stations. The data analysis module applies machine learning algorithms and gaming data analytics to identify trends, patterns, and optimal crop yields. The reporting module generates shareable reports based on the analyzed data, providing actionable insights to farmers. The simulation module creates virtual agricultural simulations, allowing farmers to test and refine their strategies in a controlled environment. The feedback module provides real-time feedback to farmers, enabling them to make data-driven decisions.

Novelty and Inventive Step

The new claims introduce a novel application of gaming data analytics and simulation technology to the agricultural industry, which is non-obvious compared to the original patent's focus on console gaming. The inventive step lies in adapting the core technology to address the specific challenges and needs of the agricultural industry.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the platform with existing agricultural software, incorporating additional data sources, or developing specialized modules for specific crops or regions. Variations may include adapting the platform for use in other industries, such as environmental monitoring or urban planning.

Potential Commercial Applications and Market

The Agricultural Data Analytics and Simulation Platform has significant commercial potential in the agricultural industry, with potential applications in crop optimization, trend prediction, and real-time feedback. The target market includes farmers, agricultural cooperatives, and agricultural technology companies.

CPC Classifications

Section	Class	Group
A	A63	A63F13/497
A	A63	A63F13/335
A	A63	A63F13/61
A	A63	A63F13/86
A	A63	A63F2300/407
A	A63	A63F2300/554
A	A63	A63F2300/5506
A	A63	A63F2300/5546
A	A63	A63F2300/577
A	A63	A63F2300/634
G	G06	G06V20/49

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Interactive Digital Systems with Data Analytics, Machine Learning, and User Interaction Technologies, encompassing gaming platforms, data capture, simulation, and cross-domain technology adaptation

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in software engineering, data analytics, machine learning algorithms, user interface design, and cross-domain technology translation, typically holding a master's degree or equivalent professional experience in computer science or related engineering disciplines

Obviousness Rationale

A PHOSITA would recognize the fundamental similarity between gaming data analytics and agricultural data management systems, understanding that data capture, analysis, and simulation techniques are transferable across domains. The source patent's core technologies of link embedding, metadata analysis, and interactive data sharing provide a clear technological foundation for adapting similar methodologies to agricultural contexts. The PTD represents a predictable extension of existing data analytics frameworks by applying gaming-derived technological approaches to a different industry vertical.

Obvious Combinations & Variations

Source Patent Element

Embedding links into stored gameplay metadata for tracking user interactions

PTD Variation

Embedding agricultural data insights and recommendations into simulation reports

Obviousness Reasoning

Known technique of metadata link embedding can be predictably applied to create interactive, shareable agricultural reports using established software design patterns

Source Patent Element

Tracking user events and interactions with embedded content

PTD Variation

Monitoring farmer interactions with simulation platforms and data recommendations

Obviousness Reasoning

Extending user interaction tracking methodologies from gaming to agricultural software represents a straightforward technological translation with predictable implementation strategies

Source Patent Element

Generating dynamic content based on user metadata and interaction patterns

PTD Variation

Creating personalized agricultural recommendations using machine learning algorithms trained on simulation data

Obviousness Reasoning

Applying machine learning techniques for generating contextual recommendations is a well-established approach across digital platforms, making this variation an obvious design choice

Source Patent Element

Sharing gameplay content across networked platforms

PTD Variation

Distributing agricultural simulation insights and reports through networked communication modules

Obviousness Reasoning

Network-based content sharing represents a standard technological approach that would be readily apparent to a PHOSITA seeking to maximize information dissemination

Source Patent Element

Capturing and analyzing interactive digital content

PTD Variation

Developing virtual simulation environments for agricultural scenario testing

Obviousness Reasoning

Creating domain-specific simulation platforms using established gaming technology frameworks constitutes a predictable technological adaptation

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857875 and the disclosed agricultural data analytics platform, a person of ordinary skill in the art would find the claimed agricultural data simulation and analysis techniques obvious, as they represent a straightforward technological translation of existing gaming data interaction methodologies into an alternative domain with predictable implementation strategies and no unexpected results.

Original Patent Information

Patent Number	US 11,857,875
Title	System and method for capturing and sharing console gaming data
Assignee(s)	Sony Interactive Entertainment Inc.