AI-Integrated Coffee Dispenser with Synergistic Combinations

Publication ID: 24-11857101_0003_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Integrated Coffee Dispenser with Synergistic Combinations,” Published Technical Disclosure No. 24-11857101_0003_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857101_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. 11,857,101.

Summary of the Inventive Concept

A coffee dispenser system that combines the patented automated single cup coffee dispenser with AI, IoT, blockchain, and new materials technologies to create a more personalized, efficient, and sustainable coffee experience.

Background and Problem Solved

The original coffee dispenser patent addressed the need for customization and affordability in coffee consumption. However, it had limitations in terms of flavor profiling, real-time user preference adaptation, supply chain transparency, and environmental sustainability. The new inventive concept integrates distinct technologies to overcome these limitations.

Detailed Description of the Inventive Concept

The AI-powered flavor profiling module analyzes historical consumption data to predict a user's preferred flavor profile and adjusts the coffee dispenser's mixing ratio accordingly. The IoT-enabled coffee dispenser receives real-time user preferences from a remote server and adjusts brewing parameters to optimize flavor and aroma. The blockchain-based supply chain management module tracks the origin and quality of coffee beans used in the dispenser, providing users with a transparent and tamper-proof record of their coffee's provenance. The new material-based container for storing liquid coffee extract is biodegradable and compostable, reducing waste and environmental impact. The machine learning algorithm analyzes user feedback and adjusts the coffee dispenser's brewing parameters to optimize flavor and quality over time.

Novelty and Inventive Step

The new claims introduce the integration of AI, IoT, blockchain, and new materials technologies with the original coffee dispenser, resulting in a synergistic combination that is more than the sum of its parts. The inventive step lies in the unexpected combination of these distinct technologies to create a more personalized, efficient, and sustainable coffee experience.

Alternative Embodiments and Variations

Alternative embodiments could include integrating the AI-powered flavor profiling module with other types of coffee dispensers, using different IoT protocols for real-time user preference adaptation, or incorporating other blockchain-based features such as payment processing or loyalty programs. Variations could include using different types of new materials for the container or incorporating additional sensors for real-time quality control.

Potential Commercial Applications and Market

The AI-integrated coffee dispenser with synergistic combinations has significant commercial potential in the coffee industry, particularly in high-end coffee shops, offices, and homes. The market for smart coffee dispensers is growing rapidly, and this inventive concept could capture a significant share of that market by offering a unique and personalized coffee experience.

CPC Classifications

SectionClassGroup
A A47 A47J31/002
A A47 A47J31/41
A A47 A47J31/4403
A A47 A47J31/4496

Field of Art

Automated beverage dispensing systems, specifically single-serving coffee dispensers with fluid control mechanisms, requiring expertise in mechanical engineering, fluid dynamics, and control systems

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with 3-5 years experience in beverage dispensing technologies, familiar with fluid control systems, sensor integration, and emerging digital technologies in consumer appliances

Obviousness Rationale

A PHOSITA would recognize that integrating digital technologies like AI, IoT, and machine learning into the existing coffee dispenser architecture represents a predictable extension of the base patent's automated single-cup dispensing system. The fundamental fluid control mechanisms remain consistent, with digital layers added to enhance user experience and operational efficiency. These technological integrations represent standard evolutionary design approaches in modern consumer appliance development.

Obvious Combinations & Variations

Source Patent Element
Single cup coffee dispenser with liquid lines and flow control valves
PTD Variation
AI-powered flavor profiling module adjusting liquid mixing ratios
Obviousness Reasoning
Predictable application of machine learning to existing fluid control mechanisms, representing a known technique for dynamic system optimization
Source Patent Element
First and second liquid lines with junction for combining ingredients
PTD Variation
IoT-enabled real-time preference adaptation for brewing parameters
Obviousness Reasoning
Routine implementation of network-connected sensors to modify existing fluid delivery system, representing a standard design choice in modern appliance engineering
Source Patent Element
Liquid coffee concentrate delivery system
PTD Variation
Blockchain-based supply chain tracking for coffee bean provenance
Obviousness Reasoning
Logical extension of existing ingredient tracking methods using emerging digital verification technologies, representing a finite identified solution for ingredient transparency
Source Patent Element
Coffee dispenser with fluid control mechanisms
PTD Variation
Biodegradable and compostable liquid coffee extract container
Obviousness Reasoning
Predictable materials substitution using known sustainable design principles, representing a standard approach to environmental engineering
Source Patent Element
Single cup coffee dispensing system
PTD Variation
Machine learning algorithm for continuous brewing parameter optimization
Obviousness Reasoning
Routine application of adaptive control systems to improve performance, representing a known technique in control engineering
35 U.S.C. § 103 Summary: Based on US Patent 11857101's disclosure of an automated single-cup coffee dispenser, the present publication demonstrates that a Person Having Ordinary Skill In The Art would find the integration of AI, IoT, blockchain, and adaptive learning technologies into the base coffee dispensing system to be an obvious and predictable technological evolution, thereby rendering potential derivative claims obvious and non-patentable.

Original Patent Information

Patent NumberUS 11,857,101
TitleCoffee dispenser