Intelligent Baclofen Suspension Systems

Publication ID: 24-11857524_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Intelligent Baclofen Suspension Systems,” Published Technical Disclosure No. 24-11857524_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857524_0008_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. 11,857,524.

Summary of the Inventive Concept

The present invention integrates advanced technologies, such as AI, IoT, blockchain, and novel materials, with stable oral suspensions of baclofen to create a more powerful, intelligent, and connected system for monitoring, controlling, and optimizing the stability and efficacy of baclofen formulations.

Background and Problem Solved

The original patent provides stable oral suspensions of baclofen, but it lacks the ability to monitor and control the stability of the suspensions in real-time, which can lead to degradation and loss of efficacy. The new inventive concept addresses this limitation by integrating advanced technologies to ensure the stability and quality of the suspensions throughout the entire supply chain.

Detailed Description of the Inventive Concept

The new inventive concept consists of a system that combines a pH sensor, an AI-powered predictive analytics module, and a blockchain-based data storage unit to monitor and control the stability of oral suspensions of baclofen in real-time. The system adjusts the pH of the suspension based on real-time data and predictive models, ensuring optimal stability and efficacy. Additionally, the system can be integrated with machine learning algorithms to optimize the formulation of oral suspensions, IoT-enabled sensors to monitor storage conditions, and novel nanoparticle-based delivery systems to enhance bioavailability. The blockchain-based supply chain management system ensures the origin, quality, and stability of the suspensions are tracked and recorded.

Novelty and Inventive Step

The new claims introduce the novel combination of advanced technologies, such as AI, IoT, blockchain, and novel materials, with stable oral suspensions of baclofen, which provides a synergistic effect that is not obvious from the original patent. The integration of these technologies enables real-time monitoring and control of the stability of the suspensions, which is not possible with the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different types of sensors, such as temperature or humidity sensors, or the integration of other advanced technologies, such as robotics or augmented reality. Variations of the system could be designed for specific industries, such as pharmaceuticals or biotechnology, or for specific applications, such as personalized medicine or clinical trials.

Potential Commercial Applications and Market

The intelligent baclofen suspension system has significant commercial potential in the pharmaceutical and biotechnology industries, where the need for stable and efficacious formulations is critical. The system could be marketed as a standalone product or integrated into existing manufacturing and supply chain systems, providing a competitive advantage to companies that adopt it.

Field of Art

Pharmaceutical formulation engineering, specifically liquid pharmaceutical compositions and drug delivery systems with expertise in suspension stabilization, sensor technologies, and data analytics

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degree in pharmaceutical sciences or chemical engineering, understanding of pharmaceutical formulation techniques, sensor integration, data analytics, and emerging technologies in drug delivery systems

Obviousness Rationale

A PHOSITA would recognize that integrating monitoring technologies with pharmaceutical formulations represents a predictable extension of existing pharmaceutical engineering practices. The source patent's focus on stable baclofen suspensions provides a clear technical foundation for incorporating advanced sensing and data management technologies. The variations disclosed in the PTD represent logical technological progressions using well-established engineering principles of instrumentation, data analytics, and quality control.

Obvious Combinations & Variations

Source Patent Element
Stable liquid suspension with pH control between 4-8
PTD Variation
AI-powered pH sensor and predictive analytics module for real-time suspension monitoring
Obviousness Reasoning
Implementing automated pH monitoring is a predictable technological enhancement to existing pharmaceutical quality control methods, representing a known technique for improving formulation stability
Source Patent Element
Pharmaceutically acceptable excipients and stabilization methods
PTD Variation
Nanoparticle-based delivery system with pH-sensitive polymers
Obviousness Reasoning
Exploring advanced material technologies for drug delivery represents an obvious design choice for improving pharmaceutical formulation performance, utilizing known nanotechnology principles
Source Patent Element
Aqueous suspension with specific concentration and stability requirements
PTD Variation
Blockchain-based supply chain tracking and quality management system
Obviousness Reasoning
Implementing distributed ledger technologies for pharmaceutical tracking is a predictable application of emerging information management systems to existing quality control processes
Source Patent Element
Pharmaceutical suspension with defined stability parameters
PTD Variation
IoT-enabled sensors for continuous storage condition monitoring
Obviousness Reasoning
Integrating sensor technologies for environmental monitoring represents a standard engineering approach to enhancing product quality and traceability
Source Patent Element
Pharmaceutical formulation with defined compositional parameters
PTD Variation
Machine learning algorithms for formulation optimization
Obviousness Reasoning
Applying computational modeling techniques to pharmaceutical development is a known method for systematically exploring design parameters and improving formulation characteristics
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857524 for stable baclofen suspensions, the present publication demonstrates that a person having ordinary skill in pharmaceutical formulation engineering would find the disclosed technological variations obvious extensions of existing pharmaceutical engineering practices, thereby rendering potential derivative claims obvious and unpatentable.

Original Patent Information

Patent NumberUS 11,857,524
TitleStable oral suspensions of baclofen
Assignee(s)ANI Pharmaceuticals, Inc.