Personalized Cannabinoid Formulations and Experiences

Publication ID: 24-11857530_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Cannabinoid Formulations and Experiences,” Published Technical Disclosure No. 24-11857530_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857530_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. 11,857,530.

Summary of the Inventive Concept

A next-generation system for tailoring cannabinoid formulations to individual genotypes, providing optimal experiences through real-time biometric feedback, wearable tracking, and virtual reality simulation.

Background and Problem Solved

The original patent's cannabinoid formulations, while innovative, have limitations in terms of personalization and adaptability. The new inventive concept addresses these limitations by integrating genotype analysis, real-time biometric feedback, and AI-driven formulation optimization to provide a truly personalized experience.

Detailed Description of the Inventive Concept

The new inventive concept comprises a system for personalized cannabinoid formulations, including a genotype analysis module, a formulation generation module, and a dispensing module. The system can also incorporate wearable devices for tracking physiological and psychological responses, and a virtual reality platform for simulating optimal cannabinoid experiences. The formulations themselves can feature novel ratios of CBD:THC:CBG, dynamically adjusted based on real-time biometric data.

Novelty and Inventive Step

The new claims introduce a paradigm shift in cannabinoid formulation technology by incorporating genotype analysis, real-time biometric feedback, and AI-driven optimization. These innovations enable a level of personalization and adaptability not possible with traditional formulations.

Alternative Embodiments and Variations

Alternative embodiments may include the use of machine learning algorithms to predict optimal formulations, integration with electronic health records, or the development of specialized formulations for specific medical conditions. Variations may include the use of different cannabinoids, terpenes, or other compounds to create unique formulations.

Potential Commercial Applications and Market

The new inventive concept has significant commercial potential in the burgeoning cannabis industry, particularly in the areas of personalized medicine, wellness, and recreational use. Target industries may include pharmaceuticals, nutraceuticals, and cannabis dispensaries.

Field of Art

Pharmaceutical biotechnology, specifically cannabinoid formulation design with a focus on personalized medicine and genetic variation analysis

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in pharmaceutical sciences, biotechnology, or pharmacogenomics, possessing expertise in cannabinoid chemistry, genetic analysis, and personalized drug formulation techniques

Obviousness Rationale

A PHOSITA would recognize that the PTD's personalized cannabinoid formulation system represents a predictable extension of the source patent's foundational work in genotype-aligned cannabinoid compositions. The core innovation of tailoring cannabinoid ratios based on genetic polymorphisms was already established in the source patent, making the PTD's additional technological implementations a logical progression. The integration of biometric tracking, virtual reality simulation, and dynamic formulation adjustment would be considered obvious improvements using known techniques in personalized medicine and biotechnology.

Obvious Combinations & Variations

Source Patent Element
Cannabinoid formulation with specific CBD:THC ratios and terpene compositions
PTD Variation
Dynamic CBD:THC:CBG ratio adjustment based on real-time biometric data
Obviousness Reasoning
A PHOSITA would recognize that modifying cannabinoid ratios based on physiological responses is a predictable variation of existing personalized formulation techniques
Source Patent Element
Formulation designed to align with individual genotype
PTD Variation
Genotype analysis module with machine learning algorithms for predicting optimal formulations
Obviousness Reasoning
Applying computational methods to genetic analysis represents a known technique for enhancing personalized medicine approaches
Source Patent Element
Cannabinoid composition including multiple cannabinoids
PTD Variation
Wearable device tracking physiological responses to cannabinoid formulations
Obviousness Reasoning
Integrating monitoring technologies with pharmaceutical compositions is a predictable design choice in personalized medicine
Source Patent Element
Medical use of cannabinoid formulations
PTD Variation
Virtual reality platform for simulating cannabinoid experiences
Obviousness Reasoning
Using simulation technologies to model drug interactions is a known technique in pharmaceutical research and development
Source Patent Element
Formulation including additional compounds like amino acids
PTD Variation
Integration with electronic health records for comprehensive formulation design
Obviousness Reasoning
Combining medical data sources for pharmaceutical personalization represents an obvious technological progression
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857530, a person of ordinary skill in the art would find the personalized cannabinoid formulation system disclosed in the Published Technical Disclosure to be an obvious variation. The combination of genotype analysis, dynamic formulation adjustment, and technological monitoring represents predictable extensions of existing cannabinoid personalization techniques, thereby rendering potential patent claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,530
TitleCannabinoid formulations
Assignee(s)Endocanna Health, Inc.