Unc

This guy built an AI pipeline that generates hyperrealistic UGC avatars and now brands pay him $800 per character. He got tired of seeing AI faces that look like melted plastic on every UGC ad so he built a 7-node system that outputs avatars you can't tell apart from real actors. Here's the exact breakdown: → Any LLM writes a full physiological profile in JSON format before the face is even generated → Higgsfield renders the base image but that's just step one → 4 separate Gemini 3 nodes work on isolated face zones: nose pores, eye capillaries, lip texture, skin microfractures → Enhancor realistic skin and Magnific AI merge all those textures into one photorealistic layer → Only after that does Veo 3.1 or Kling animate the face into video → Topaz Video Upscaler brings the final output to broadcast quality The key move 97% of people skip: you can't animate a face before you fix the skin texture. If you send a base AI render straight into image-to-video the whole thing collapses. The face slides around, loses consistency, and ends up looking like a deepfake from 2019. His system isolates lip geometry, eye moisture, nose pore density into separate macro passes before the avatar ever moves. Brands now pay him $600 for the build + $199 monthly subscription to keep that 3D avatar hosted on their booking pages. Hotels see 34% fewer cancellations because guests walk through the room in 3D before they book. The entire pipeline runs on $20/month in software and one laptop. No studio. No team. No render farm. Just a node graph, a few API keys, and the discipline to not skip the skin texture pass.