AI video is a slot machine. Most teams burn 5–10 renders before one is actually usable — wrong cap, six fingers, product orientation flipped halfway through. ugcs.farm is the first AI UGC tool that's actually seen your reference clip. A multi-agent pipeline (Skills + Critic + Judge) grounds every prompt in the source video itself, so the first render usually lands. Tuned per model for Sora, Veo, Wan, and Kling. Export to Higgsfield, fal.ai, Google AI Studio, or Replicate. Free in open beta
