niia by navan.ai is built for fashion brands and online stores working with apparel and prints. It generates new design variations and produces studio-style virtual try-on images in seconds.
Print and apparel design generation
Create designs by setting collection parameters and providing references or a text prompt. The system is geared for high-volume output, making it practical to test ideas before production.
- Generate unique prints, patterns, and apparel variations
- Use reference images or text descriptions to guide results
- Produce large batches (including thousands of designs) for concept testing
Virtual try-on for e-commerce
For product listings, strong model imagery matters. niia creates studio-quality visuals with virtual try-on, helping teams publish product pages faster and review how designs look across different body types and angles.
- Studio-style images for product cards
- Visualize designs on different figures and viewpoints
Speed and scaling
Average generation time for one print is about 6–7 seconds, supporting faster collection prep, design A/B tests, and frequent catalog updates for both small brands and large marketplaces.

