Lily AI
The semantic glue between product attributes and consumer search intent for enterprise retail.
Transform flat-lays and ghost mannequins into studio-quality lifestyle photoshoots instantly.
FashionAI by Zeg represents a significant shift in e-commerce asset production, leveraging advanced neural rendering and diffusion-based garment preservation technologies. Unlike standard image generators, Zeg’s architecture focuses on 'structural integrity preservation,' ensuring that the physical attributes of the clothing—such as fabric texture, stitching details, and drape—remain unchanged while the environment and model are synthesized. As of 2026, the platform has matured into a full-stack virtual studio, integrating sophisticated 3D garment mapping that allows brands to generate consistent lookbooks across diverse model archetypes without physical sample shipping. The technical pipeline utilizes a proprietary 'Neural Mannequin' system that identifies garment anchor points to realistically fit clothes onto virtual human subjects. This eliminates the 'uncanny valley' effect common in earlier AI fashion tools. Positioned as an enterprise-grade solution for mid-to-large scale retailers, FashionAI integrates directly with PIM (Product Information Management) systems to automate the lifecycle of digital product imagery, drastically reducing the cost-per-image from hundreds of dollars to cents.
Uses ControlNet-style depth maps and normal mapping to ensure the original garment shape is never distorted by AI generation.
The semantic glue between product attributes and consumer search intent for enterprise retail.
The All-in-One AI Marketing Platform for E-commerce Growth and Content Automation.
Transforming legacy open-source e-commerce into autonomous AI-driven storefronts.
The lightweight, high-performance AI engine for rapid e-commerce deployment.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Parametric control over model phenotypes, allowing for instant localization of assets for different global markets.
Analyzes the background lighting and applies a matched HDR mask to the garment and model.
Asynchronous processing queue for handling thousands of images simultaneously via API.
Specifically trained GANs to identify and remove plastic mannequin components while reconstructing hidden fabric parts.
A brand has 500 new SKUs but no time for a physical shoot before the season launch.
Registry Updated:2/7/2026
Marketing images need to feature models that resonate with different ethnic demographics across 5 continents.
The need for daily high-quality 'lifestyle' Instagram content without hiring photographers.