The Challenge
Manual QA misses defects and slows launches. Blurry images, under/over-exposed shots, incorrect crops, and noisy backgrounds slip into PDPs and marketplace feeds—hurting click-through rate, conversion, and brand trust. Different channels enforce different quality rules, so keeping up with lighting checks, crop validation, and background standards across vendors and regions becomes error-prone and expensive.