FROM EXPERIMENT TO PRODUCT OPPORTUNITY

PROBLEM

Creating high-quality product imagery is time-intensive and expensive, especially when scaling across multiple variations such as color, fit, and on-body presentation.

APPROACH

Used generative AI to move from a simple sketch to fully realized product imagery, iterating on prompts to control material, structure, styling, and context. Extended outputs across multiple dimensions, including on-body visualization, alternate views, and product variations.

OUTCOME

Demonstrated how AI can accelerate the end-to-end product imagery workflow—from early concepting to production-ready assets—while reducing reliance on traditional photoshoots.

NEXT STEP

Apply brand-specific constraints or fine-tuned models to ensure visual consistency across large-scale catalogs and integrate outputs into real product pipelines.