Published Technical Disclosure Archive

AI-Powered Mushroom Harvesting & Supply Chain Tech

Publication ID: 24-11856898_0003_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Powered Mushroom Harvesting & Supply Chain Tech,” Published Technical Disclosure No. 24-11856898_0003_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856898_0003_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. 11,856,898.

Background and Problem Solved

The original patent, 'Automated mushroom harvesting system,' addressed the need for efficient and gentle harvesting of mushrooms. However, it lacked the integration of advanced technologies to optimize the entire supply chain. This new invention fills that gap by combining the automated harvesting system with AI, IoT, blockchain, and new materials to create a more powerful and efficient system.

Novelty and Inventive Step

The new claims introduce a synergistic combination of advanced technologies, including AI, IoT, blockchain, and new materials, which significantly enhance the original automated mushroom harvesting system. The integration of these technologies provides a non-obvious and novel solution for optimizing the entire supply chain, from mushroom growth to packaging and tracking.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include using different types of AI algorithms, such as deep learning or natural language processing, or integrating additional sensors for environmental monitoring. Variations of the system could also be designed for use in different agricultural settings, such as greenhouses or outdoor farms.

Potential Commercial Applications and Market

The Intelligent Mushroom Harvesting and Supply Chain Optimization System has significant commercial potential in the mushroom industry, with potential applications in fresh produce markets, food processing, and agricultural technology. The system's ability to optimize the supply chain and reduce waste could lead to increased efficiency, reduced costs, and improved product quality.

CPC Classifications

SectionClassGroup
A A01 A01G18/70
A A01 A01G18/62

Field of Art

Agricultural robotics and automated harvesting systems, specifically focused on precision crop collection technologies with emphasis on mushroom cultivation and robotic end effector design

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer or robotics specialist with expertise in agricultural automation, familiar with computer vision, robotic manipulation, and sensor integration for precision harvesting applications

Obviousness Rationale

A PHOSITA would recognize that integrating advanced computational technologies like AI, IoT, and machine learning into existing automated harvesting systems represents a predictable evolution of the source patent's core technological framework. The fundamental mechanical principles of precise mushroom extraction remain consistent, with computational technologies providing enhanced sensing and decision-making capabilities. These technological extensions represent incremental improvements that would be obvious to a skilled practitioner seeking to optimize automated harvesting performance.

Obvious Combinations & Variations

Source Patent Element
Flexible end effector with vacuum-based mushroom extraction mechanism
PTD Variation
AI-based computer vision module for identifying optimal mushroom picking times
Obviousness Reasoning
Integrating computer vision with existing mechanical extraction systems represents a known technique for improving precision and reducing human intervention in agricultural robotics
Source Patent Element
Automated robotic harvesting system with precise manipulation capabilities
PTD Variation
Blockchain-based tracking system for ensuring supply chain integrity
Obviousness Reasoning
Adding provenance tracking to automated harvesting systems is a predictable technological extension that addresses industry requirements for traceability and quality management
Source Patent Element
Vacuum-based end effector with flexible cup design
PTD Variation
3D printing module for creating customized mushroom packaging
Obviousness Reasoning
Combining robotic harvesting with adaptive packaging represents an obvious design choice that leverages existing manufacturing and automation technologies
Source Patent Element
Precision robotic manipulation of mushrooms
PTD Variation
Machine learning-based predictive maintenance module for optimizing robot performance
Obviousness Reasoning
Implementing predictive maintenance strategies is a well-established approach in robotics for improving system reliability and reducing downtime
Source Patent Element
Automated harvesting system with mechanical extraction capabilities
PTD Variation
IoT-enabled environmental monitoring for optimizing mushroom growth conditions
Obviousness Reasoning
Integrating sensor networks with robotic systems represents a standard technological progression in precision agriculture
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856898 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed system extensions obvious and lacking inventive step. The incremental computational and sensing improvements represent predictable applications of known technologies to an existing automated mushroom harvesting framework, thereby rendering potential derivative claims non-patentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,856,898
TitleAutomated mushroom harvesting system