LuminaScene supports the entire fashion visual lifecycle from raw product uploading to final Shopify synchronization. We address the core bottlenecks of fashion DTC: high photography costs, brand drift, and slow creative approval pipelines. Our MVP visual engine covers visual generation, SKU asset vaulting, background removal, and direct multi-channel adapters.