Thought I'd share what we've been building. fully-realistic UGC ads with proper cinematic lighting, natural human motion, and actual good pacing—all generated and edited by AI agents.
What it actually does:
- Generates realistic UGC content (not the obviously AI stuff)
- Handles lighting and motion automatically
- Nails the pacing and editing without manual input
- Spins up multiple variants instantly
- Gets you ad-ready content in minutes
- Scales without the hiring headaches
- Runs creative testing loops on autopilot
The economics that made us try this:
- ~$5 per video
- Production time measured in minutes, not days
- Creative testing happens automatically
- Quality is genuinely hard to distinguish from real creators
How it works: We're running two AI engines together—one handles creation, the other manages testing and scaling. The whole system runs continuously, so you're not stuck waiting on creative teams or dealing with production bottlenecks.
This isn't theoretical—we've got campaigns running on this right now.
I've put together the full workflow doc and attached it below. Breaks down the exact setup, tools, and process we're using.
Happy to answer questions in the comments if anyone wants to dig into specific parts.