I’ve been exploring how far

I’ve been exploring how far AI-driven pipelines can go when the goal is not just aesthetics, but consistency at scale.

This piece is a product placement experiment for Nothing, focused on:

Product consistency (design, materials, identity) Character consistency (face, skin, proportions)

I built a hybrid pipeline where each tool handles a specific role:

• Flux + Zimage → frames • SeedVR2 + SkinDiff → skin & detail • Nano Banana 2 → consistent start frames • Veo3 → final shots • RTX Super Resolution → upscaling • DaVinci Resolve → edit

Most of the pipeline runs inside ComfyUI. The challenge wasn’t generation, but maintaining identity across the entire workflow. Because in real-world production, consistency is what makes AI usable.We’re moving from experimentation to reliable pipelines.