Intelligent Coffee Dispenser System

Publication ID: 24-11857101_0005_PTD

Published: November 07, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Coffee Dispenser System,” Published Technical Disclosure No. 24-11857101_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857101_0005_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. 11,857,101.

Summary of the Inventive Concept

A next-generation coffee dispenser system that leverages AI, nanotechnology, and AR to provide a personalized, sustainable, and healthy coffee experience.

Background and Problem Solved

The original coffee dispenser patent addressed the need for customization and affordability. However, it had limitations in terms of flavor profiling, sustainability, and nutritional value. The new inventive concept addresses these limitations by integrating advanced technologies to provide a more comprehensive coffee experience.

Detailed Description of the Inventive Concept

The intelligent coffee dispenser system comprises a neural network-based flavor profiling module that learns and adapts to individual users' taste preferences. It features a self-sustaining, vertically integrated farm-to-cup ecosystem with AI-driven crop management and precision agriculture. The system also includes a modular, 3D-printed architecture for customization and upgradeability, reducing electronic waste. Additionally, it incorporates advanced nanotechnology to infuse coffee beans with targeted nutritional supplements, enhancing the beverage's health benefits. The system is further enhanced by an AR-based interface that recognizes and responds to users' emotions, preferences, and environmental factors, providing a personalized and immersive coffee experience.

Novelty and Inventive Step

The new claims introduce a paradigm shift in coffee dispensing technology by integrating AI, nanotechnology, and AR to provide a personalized, sustainable, and healthy coffee experience. The inventive concept's novelty lies in the combination of these advanced technologies to create a holistic coffee experience that was not possible with the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in the AI-powered flavor profiling module, such as using machine learning algorithms or natural language processing. The self-sustaining ecosystem could be modified to incorporate different types of crops or farming methods. The modular architecture could be adapted for use in other industries, such as medical devices or consumer electronics.

Potential Commercial Applications and Market

The intelligent coffee dispenser system has significant commercial potential in the coffee industry, particularly in the premium and specialty coffee segments. It could also be applied in other industries, such as hospitality, healthcare, and education. The system's focus on sustainability, nutritional value, and personalized experience aligns with emerging consumer trends, making it an attractive solution for companies looking to innovate and differentiate themselves in the market.

CPC Classifications

Section	Class	Group
A	A47	A47J31/002
A	A47	A47J31/41
A	A47	A47J31/4403
A	A47	A47J31/4496

Section 103 Obviousness Analysis (PHOSITA)

▼

Field of Art

Automated beverage dispensing systems, specifically single-serving coffee preparation technologies with a focus on liquid flow control, heating mechanisms, and customized beverage production

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer or food processing technologist with expertise in fluid dynamics, control systems, and beverage preparation technologies, familiar with emerging trends in automated dispensing and personalization techniques

Obviousness Rationale

A PHOSITA would recognize that the PTD's advanced technological integrations represent predictable extensions of existing coffee dispenser technologies, leveraging known computational and engineering techniques to enhance the core liquid dispensing and brewing functionality disclosed in the source patent. The fundamental liquid flow and brewing principles remain consistent, with the PTD introducing incremental technological improvements that would be considered routine design variations by a skilled practitioner.

Obvious Combinations & Variations

Source Patent Element

Single cup coffee dispenser with liquid lines and flow control valves

PTD Variation

Neural network-based flavor profiling module for customizing beverage preparation

Obviousness Reasoning

Applying machine learning to existing flow control systems represents a predictable technological evolution, with computational techniques being a known method for enhancing user-specific product customization

Source Patent Element

Batch heater for water preparation in single-serving coffee dispensers

PTD Variation

AI-driven precision agriculture and crop management for coffee production

Obviousness Reasoning

Extending heating and preparation technologies to include upstream production processes is a logical system-level optimization that a PHOSITA would find obvious given the trend toward comprehensive beverage production solutions

Source Patent Element

Liquid flow control using valves and pumps

PTD Variation

Nanotechnology-based nutritional supplement infusion during brewing process

Obviousness Reasoning

Modifying liquid introduction mechanisms to incorporate additional ingredients represents a straightforward engineering adaptation using known fluid manipulation techniques

Source Patent Element

Single cup coffee dispensing system with customizable liquid introduction

PTD Variation

3D-printed modular architecture enabling component customization and upgradability

Obviousness Reasoning

Implementing modular design principles in manufacturing is a well-established approach for increasing system flexibility, representing an obvious technological progression for a PHOSITA

Source Patent Element

Coffee dispenser with liquid line junctions and flow control

PTD Variation

Augmented reality interface for recognizing user preferences and environmental factors

Obviousness Reasoning

Integrating computational sensing and user interaction technologies into existing dispensing systems is a predictable technological convergence that would be obvious to a skilled practitioner

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857101 and the comprehensive technological disclosures herein, a person having ordinary skill in the art would find the claimed variations obvious and non-inventive, as the proposed technological integrations represent predictable extensions of existing single-serving coffee dispenser technologies through routine engineering adaptations and known computational techniques.

Original Patent Information

Patent Number	US 11,857,101
Title	Coffee dispenser