This workflow automates a traditionally manual, expert-dependent bottleneck: producing interactive AR ad units for platforms like Snapchat and Instagram. The operational upside comes from compressing production cycles from weeks to hours, enabling rapid creative testing of immersive formats. Savings are realized by reducing reliance on specialized 3D artists and developers for routine asset preparation, while the ability to scale AR campaigns improves engagement and conversion metrics. The architecture must handle 3D model processing, environment-aware logic, and strict platform compliance.




