AI-Powered Laser Finishing: Next-Gen Apparel Manufacturing
Legal Citation
Background and Problem Solved
The original patent disclosed methods for laser finishing apparel products using fabric templates. However, the limitations of this approach include the lack of integration with other technologies, limited design flexibility, and inefficient production processes. The new invention addresses these limitations by combining laser finishing with AI-powered design, IoT-enabled sensors, blockchain-based data storage, and computer vision for defect detection.
Novelty and Inventive Step
The new invention's synergistic combination of laser finishing technology with AI, IoT, blockchain, and computer vision provides a non-obvious and innovative solution that overcomes the limitations of the original patent. The integration of these technologies enables enhanced design flexibility, efficient production processes, and improved product quality.
Alternative Embodiments and Variations
Alternative embodiments of the invention could include the use of different AI algorithms for design generation, various types of sensors for IoT-enabled monitoring, or alternative blockchain platforms for data storage. Additionally, the system could be adapted for use in other industries, such as textiles or footwear.
Potential Commercial Applications and Market
The synergistic laser finishing system has significant commercial potential in the apparel industry, particularly in the denim and fashion segments. The system's ability to produce customized products with enhanced efficiency and quality could disrupt traditional manufacturing processes and create new business opportunities. The target market includes apparel manufacturers, fashion brands, and retailers seeking to differentiate themselves through innovative products and sustainable practices.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A41 | A41H3/007 |
| A | A41 | A41H3/08 |
| A | A41 | A41H42/00 |
| D | D03 | D03D1/00 |
| D | D03 | D03D15/54 |
| D | D04 | D04H1/02 |
| D | D06 | D06B11/0096 |
| D | D06 | D06C23/02 |
| D | D06 | D06L4/20 |
| D | D06 | D06L4/70 |
| D | D06 | D06M10/005 |
| D | D06 | D06P5/132 |
| D | D06 | D06P5/137 |
| D | D06 | D06P5/153 |
| D | D06 | D06P5/158 |
| D | D06 | D06P5/2005 |
| G | G06 | G06Q30/0621 |
| A | A41 | A41D1/06 |
| D | D05 | D05D2305/08 |
| D | D05 | D05D2305/24 |
| D | D06 | D06C2700/31 |
| D | D10 | D10B2501/00 |
| G | G06 | G06F16/951 |
| G | G06 | G06Q10/087 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Textile manufacturing and apparel production, with specialized expertise in laser finishing techniques, fabric processing, and advanced manufacturing technologies involving digital design and production systems
Person of Ordinary Skill (PHOSITA) Profile
A professional with advanced technical training in textile engineering, familiarity with computer-aided design systems, knowledge of laser processing technologies, and understanding of modern manufacturing integration strategies
Obviousness Rationale
A PHOSITA would recognize that integrating emerging digital technologies like AI, IoT, and blockchain into existing laser finishing processes represents a predictable technological evolution. The core laser finishing methodology remains fundamentally consistent with the source patent, while the proposed technological enhancements represent incremental improvements using known integration techniques. The proposed variations demonstrate standard technological convergence strategies common in advanced manufacturing environments.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,014 |
|---|---|
| Title | Apparel products by using fabric templates and laser finishing |
| Assignee(s) | Levi Strauss & Co. |