AI-Driven Coffee Flavor Enhancement Platform

Publication ID: 24-11856975_0010_PTD

Published: October 26, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Coffee Flavor Enhancement Platform,” Published Technical Disclosure No. 24-11856975_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856975_0010_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. 11,856,975.

Background and Problem Solved

The original patent focused on isolating and utilizing flavor-enhancing compounds to improve coffee quality. However, it lacked personalization, real-time adaptability, and integration with coffee brewing devices. This new invention addresses these limitations by introducing a modular, AI-driven platform that revolutionizes the coffee industry.

Novelty and Inventive Step

The new claims introduce a paradigm shift in coffee flavor enhancement by incorporating AI-driven personalization, real-time modification, and genetic data analysis. These innovations overcome the limitations of the original patent, providing a more comprehensive and forward-thinking approach to coffee flavor enhancement.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the flavor profiling module with wearable devices or mobile apps to track user preferences and adapt flavor recommendations. Variations could also involve using different machine learning algorithms or incorporating additional sensory data, such as aroma or texture, to enhance the flavor experience.

Potential Commercial Applications and Market

This invention has significant commercial potential in the coffee industry, with applications in coffee shops, restaurants, and home brewing devices. The market for personalized coffee flavor enhancement is vast, with opportunities for partnerships with coffee roasters, brewers, and retailers.

CPC Classifications

Section	Class	Group
A	A23	A23L27/88
A	A23	A23F5/02
A	A23	A23F5/50
A	A23	A23L27/28

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Food Science and Beverage Technology, specifically coffee flavor enhancement and processing technologies, involving chemical engineering, sensory analysis, and food product development

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degree in food science, chemistry, or chemical engineering, experienced in flavor extraction techniques, machine learning applications in food technology, and sensory flavor profiling methodologies

Obviousness Rationale

A PHOSITA would recognize that the PTD's AI-driven personalization and real-time flavor modification represent predictable technological extensions of the source patent's core innovation of flavor compound enhancement. The disclosed variations leverage known machine learning techniques and flavor profiling methodologies to create a more dynamic and personalized coffee flavor enhancement system. These innovations represent logical combinations of existing technological capabilities within food science and flavor engineering domains.

Obvious Combinations & Variations

Source Patent Element

Flavor enhancing compounds with specific molecular formulations for coffee improvement

PTD Variation

Machine learning recommendation engine for selecting optimal flavor enhancing compounds based on user preferences

Obviousness Reasoning

Predictable application of data-driven personalization techniques to existing flavor enhancement methodology, representing a known design optimization approach

Source Patent Element

Chemical isolation of flavor compounds in coffee

PTD Variation

Generating a coffee flavor genome through genetic data analysis of plants and flavor compounds

Obviousness Reasoning

Logical extension of existing flavor research methodologies, utilizing advanced computational techniques to systematize flavor compound understanding

Source Patent Element

Method of adding flavor enhancing compounds to coffee

PTD Variation

Integrated flavor enhancing compound dispenser within coffee brewing device with real-time adjustment capabilities

Obviousness Reasoning

Predictable technological improvement representing a straightforward implementation of known flavor enhancement principles using standard engineering design approaches

Source Patent Element

Specific molecular formulations for flavor enhancement

PTD Variation

Modular flavor enhancement platform with interchangeable compound cartridges

Obviousness Reasoning

Obvious design variation representing a standard product modularity approach common in food and beverage technology

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856975 and the disclosed technological variations, a person having ordinary skill in the art would find the claimed innovations obvious and anticipated, specifically demonstrating that the proposed coffee flavor enhancement methodologies represent predictable technological extensions of existing flavor compound research and personalization techniques.

Original Patent Information

Patent Number	US 11,856,975
Title	Method of enhancing flavor qualities of coffee
Assignee(s)	Ohio State Innovation Foundation