AI-Powered Laser Apparel Finishing: Next-Gen Manufacturing

Publication ID: 24-11857014_0005_PTD
Published: October 27, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Powered Laser Apparel Finishing: Next-Gen Manufacturing,” Published Technical Disclosure No. 24-11857014_0005_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857014_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. 11,857,014.

Background and Problem Solved

The original patent disclosed a method for laser finishing of apparel products using fabric templates. However, this method had limitations in terms of adaptability to changing market trends, customer preferences, and production workflows. The present invention addresses these limitations by integrating AI-powered recommendation engines, adaptive production workflows, and modular laser finishing apparatuses to create a more agile and responsive apparel production system.

Novelty and Inventive Step

The invention's novelty lies in its integration of AI, digital templates, and modular laser finishing to create a highly adaptable and responsive apparel production system. The inventive step is the combination of these components to achieve real-time market adaptability, optimized production costs, and customized products.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of other digital fabrication technologies, such as 3D printing or knitting, in place of laser finishing. Additionally, the AI-powered recommendation engine could be replaced with other machine learning algorithms or human-in-the-loop design approaches. The digital platform for collaborative apparel design and production could also be extended to include additional features, such as virtual reality try-on or augmented reality design tools.

Potential Commercial Applications and Market

The invention has significant commercial potential in the apparel industry, particularly in the areas of fast fashion, bespoke clothing, and sustainable manufacturing. The system's ability to adapt to changing market trends and customer preferences in real-time could revolutionize the way apparel products are designed, produced, and delivered. Additionally, the invention's focus on sustainability and transparency could appeal to environmentally conscious consumers and brands.

CPC Classifications

SectionClassGroup
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

Original Patent Information

Patent NumberUS 11,857,014
TitleApparel products by using fabric templates and laser finishing
Assignee(s)Levi Strauss & Co.