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Case study / Retail & AI

Faster product development lifecycle in retail with AI-powered prototyping

These studies describe specific project outcomes, not projects delivered by TEVONIQ.

Project illustration: Retail & AI

Reported results

  • 2D / 3DClothing model generation
  • AI + MLModel assessment
  • RoadmapImplementation and cost planning

Outcomes vary by project scope and circumstances.

Client background

The client is a prominent company known for designing, manufacturing, and retailing stylish undergarments and sleepwear for both men and women. They operate across several European countries and holds a leading position in its regional market.

Published client profile: Location: Austria. Industry: Retail. Partnership period: February 2024 - present.

Business challenge

The client aimed to improve the speed and efficiency of their product manufacturing lifecycle. The company wanted to leverage AI and 2D/3D-modeling to streamline the clothing testing (prototyping) process.

Implementation

The delivery team engineers investigated several AI and ML-based models, defined their strengths and weaknesses, and helped the client choose the model best suited to their needs. The delivery team then prepared a comprehensive roadmap for building an AI-powered solution that generates photorealistic 2D and 3D models of clothing for both men and women.

The solution analyzes sketches of clothes prepared by a designer and the set body parameters required for testing. Based on this data, it generates a 2D or 3D model of how the product would fit on a person.

Project illustration: Retail & AI

Value delivered

Facilitated the development of the AI-powered solution by designing an effective implementation roadmap with cost estimates;

Accelerated the product development lifecycle by allowing the testing of clothing designs with 2D and 3D models.

Services: Technology Consulting Expertise delivered: AI and Machine Learning 100+ years on the market 15+ countries served 200+ global locations AI-generated 2D and 3D clothing models Solution implementation roadmap design Comprehensive AI and ML-model analysis