Users upload a photograph of their physical product, and Flair AI automatically isolates the product packaging by removing the background. The user places the cutout onto an interactive design canvas alongside optional 3D reference props (such as pedestals, foliage, or stones) and selects an environment theme or enters a custom prompt.
Flair AI's diffusion models synthesize the background environment while preserving the integrity of the original product packaging, labels, and logos. The engine casts realistic shadows and reflections onto the surrounding surfaces based on simulated light sources. Users can tweak the composition, regenerate specific scene elements using inpainting, and upscale the final render to 4K resolution for commercial use.