Advanced Colloidal Particle Formulation Tech Breakthrough

Publication ID: 24-11856948_0003_PTD

Published: October 27, 2025

Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced Colloidal Particle Formulation Tech Breakthrough,” Published Technical Disclosure No. 24-11856948_0003_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11856948_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. 11,856,948.

Background and Problem Solved

The original patent disclosed a composite colloidal particle formulation with advanced functionality, but it had limitations in terms of scalability, tracking, and optimization. This new invention addresses these limitations by incorporating synergistic combinations of technologies to create a more efficient, effective, and connected system.

Novelty and Inventive Step

The new claims introduce a novel integration of colloidal particle formulations with AI, IoT, blockchain, and new materials, which is non-obvious compared to the original patent. The inventive step lies in the synergistic combination of these technologies to create a more powerful system with enhanced properties and capabilities.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include different AI algorithms for optimizing particle characteristics, various IoT-enabled sensing systems for monitoring particle properties, or different blockchain-based tracking modules for monitoring particle production. Variations could also include different nanomaterial-based reinforcements for enhanced mechanical properties or different digital twin models for simulating particle behavior.

Potential Commercial Applications and Market

The invention has potential commercial applications in industries such as pharmaceuticals, cosmetics, and biomedical devices, where advanced colloidal particle formulations with enhanced properties and capabilities are in high demand. The target market includes companies and research institutions seeking to develop more efficient and effective colloidal particle formulations with integrated technologies.

CPC Classifications

Section	Class	Group
A	A01	A01N25/22
A	A01	A01N25/04
A	A01	A01N25/10
A	A01	A01N59/20

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Colloidal particle engineering, biotechnology, materials science, with expertise in particle formulation, biopolymer processing, and advanced manufacturing techniques

Person of Ordinary Skill (PHOSITA) Profile

A researcher or engineer with advanced degree in materials science or chemical engineering, familiar with nanotechnology, polymer chemistry, and digital manufacturing technologies, capable of integrating interdisciplinary approaches to particle design

Obviousness Rationale

A PHOSITA would recognize that integrating digital technologies like AI, blockchain, and IoT with existing colloidal particle formulation techniques represents a predictable extension of current technological trends. The source patent's foundational work on engineered biodegradable particle cores provides a clear technical foundation for incorporating advanced monitoring and optimization technologies. The proposed variations represent standard technological convergence strategies commonly employed in advanced materials research.

Obvious Combinations & Variations

Source Patent Element

Engineered biodegradable particle core dispersed in bioadhesive polyelectrolyte solution

PTD Variation

Adding nanomaterial-based reinforcement for enhanced mechanical properties

Obviousness Reasoning

Known technique of material reinforcement, predictable improvement in mechanical characteristics through established nanomaterial integration methods

Source Patent Element

Ethanol-based solvent and anti-solvent particle formation method

PTD Variation

Implementing AI-driven predictive maintenance for manufacturing process optimization

Obviousness Reasoning

Applying machine learning to manufacturing processes is a standard industry approach for improving production efficiency and quality control

Source Patent Element

Colloidal particle formulation with biopolymer components

PTD Variation

Blockchain-based tracking module for monitoring particle production

Obviousness Reasoning

Implementing distributed ledger technologies for tracking complex manufacturing processes is a well-established technological strategy in advanced materials production

Source Patent Element

Large-volume particle formulation method

PTD Variation

IoT-enabled sensing system for real-time monitoring of particle properties

Obviousness Reasoning

Integration of sensor networks with manufacturing processes represents a standard approach to improving process control and quality assurance

Source Patent Element

Composite colloidal particle system

PTD Variation

Digital twin model for simulating particle behavior

Obviousness Reasoning

Computational modeling and simulation of material properties is a routine engineering approach for understanding and predicting complex system behaviors

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856948 and the disclosed technological variations, a person having ordinary skill in the art would find the proposed innovations obvious and lacking inventive step. The combination of known techniques in digital manufacturing, materials science, and monitoring technologies represents a predictable application of existing technological strategies to the foundational colloidal particle formulation method.

Original Patent Information

Patent Number	US 11,856,948
Title	Colloidal particle formulations with advanced functionality
Assignee(s)	BENANOVA INC.