After multiple trials and testing different models, I built a solid 3D-to-AI workflow for the Can fluid simulation project. Using the 3D scene as a clear guide, I handled strong camera movement, preserved the exact product look, and generated a convincing soda simulation without over-constraining the fluid reference. This workflow shows how AI, guided by 3D, can handle complex fluid shots efficiently.