Smart Inventory Management: AI-Driven Tracking System

Publication ID: 24-11857075_0007_PTD

Published: November 07, 2025

Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Smart Inventory Management: AI-Driven Tracking System,” Published Technical Disclosure No. 24-11857075_0007_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857075_0007_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. 11,857,075.

Background and Problem Solved

The original patent described a wall-mountable shelf for bathroom accessories. However, traditional inventory management systems lack real-time tracking and automation capabilities, leading to stockouts, overstocking, and inefficient product placement. The new invention addresses these limitations by applying the core technology of the original patent to create smart inventory management systems for retail, warehouse, and home/office environments.

Novelty and Inventive Step

The new claims introduce the innovative concept of integrating sensors and software with the wall-mountable shelf to create a smart inventory management system, which is not obvious from the original patent. The combination of the shelf's design with advanced tracking and automation capabilities provides a novel solution for inventory management.

Alternative Embodiments and Variations

Alternative embodiments may include variations of the shelf design, different types of sensors and software, and integration with other technologies such as artificial intelligence, robotics, or the Internet of Things (IoT). Additionally, the invention could be adapted for use in other industries, such as healthcare, hospitality, or education.

Potential Commercial Applications and Market

The invention has significant commercial potential in various industries, including retail, warehouse, and home/office environments. The smart inventory management system can improve operational efficiency, reduce costs, and enhance customer satisfaction. The target market includes retailers, wholesalers, distributors, and businesses seeking to optimize their inventory management processes.

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Architectural and retail storage systems, with expertise in wall-mounted shelving, inventory management technologies, and sensor integration for tracking and organization

Person of Ordinary Skill (PHOSITA) Profile

A professional with engineering or design background in product development, familiar with modular shelving systems, sensor technologies, and inventory tracking methods across retail, warehouse, and home organization contexts

Obviousness Rationale

A PHOSITA would recognize that integrating sensor and tracking technologies into the existing wall-mountable shelf design represents a predictable application of known inventory management techniques. The fundamental structural elements of the original shelf provide a natural platform for adding electronic monitoring capabilities. The combination of mechanical shelving design with sensor-based tracking represents an incremental technological advancement that would be apparent to someone skilled in product development and IoT technologies.

Obvious Combinations & Variations

Source Patent Element

Wall-mountable shelf with specific material composition and structural design

PTD Variation

Adding electronic sensors and software tracking capabilities to the shelf structure

Obviousness Reasoning

Integrating sensors into existing product designs is a known technique for creating smart infrastructure, representing a predictable technological evolution with foreseeable results

Source Patent Element

Shelf with rear surface configured to abut against a wall

PTD Variation

Utilizing shelf mounting configuration as a platform for embedding sensor technology

Obviousness Reasoning

The existing mounting structure provides a logical and convenient location for integrating electronic components with minimal design modification

Source Patent Element

Brittle material construction including solid surface, ceramic, and acrylic materials

PTD Variation

Incorporating sensor mounting points and electronic interfaces within the shelf material

Obviousness Reasoning

Material selection in the original patent suggests compatibility with embedded electronic components, making sensor integration a straightforward design extension

Source Patent Element

Shelf with reactive adhesive bonding between components

PTD Variation

Using similar adhesive techniques to integrate sensor and electronic modules

Obviousness Reasoning

Existing bonding methodologies provide a clear technical pathway for securely mounting electronic components within the shelf structure

Source Patent Element

Modular shelf design with configurable mounting and placement

PTD Variation

Adapting shelf design for multiple inventory management contexts

Obviousness Reasoning

The original patent's flexible design inherently supports multiple implementation scenarios, making retail, home, and warehouse applications a natural technological progression

35 U.S.C. § 103 Summary: Based on US Patent 11857075's disclosure of a wall-mountable shelf with specific structural characteristics, a person having ordinary skill in the art would find the integration of sensor-based inventory tracking technologies an obvious technological extension. The combination of mechanical shelving design with electronic monitoring represents a predictable application of known techniques, rendering potential claims to such implementations obvious and unpatentable under standard obviousness analysis.

Original Patent Information

Patent Number	US 11,857,075
Title	Wall-mountable accessory
Assignee(s)	Salto, LLC