No Premiere. No After Effects. No Pro Tools. Starting from nothing but client photos and online testimonials, our AI production system produced a broadcast-quality promotional video — original music, professional voiceover, simulated camera movements, and frame-accurate editing. One producer directing 17 specialized agents (from a system of 40+). A traditional workflow would require a team of 5–8.
This page is a transparent look at how it was built — every layer, every tool, every decision point between human and machine.
Our system has 40+ agents, but not every project needs all of them. For this video, 17 agents were activated across 5 layers — each one handling a specific job in the pipeline. Here's exactly how they worked together.
Before any content is generated, the system needs raw material and context. Three agents work in parallel to build the creative foundation:
One central agent manages the entire production pipeline:
This is where content gets made. Eight specialist agents, each handling one discipline — the same way a traditional production would have a DP, a composer, a sound designer, and an editor working in parallel:
Result: 24 video clips from client photos (92% static shots, 8% simulated camera movement on aerials), 2 music variations, professional voiceover, and end screen graphics — all generated in parallel.
Nothing goes to the final cut without passing QC. Three agents review every generated asset:
All assets converge into the final video — no traditional editing software at any stage:
Final delivery: 4K master (3840×2160) + 1080p versions.
This is where human direction meets machine execution. The producer places markers over the audio track — defining exactly where each visual cut should land. The system generates a JSON file with frame-accurate timestamps. Agents handle the execution. Humans handle the creative decisions.
25 markers across 89 seconds of audio. Each marker is a creative decision — when to cut, when to hold, when to breathe. The agents execute with frame-level precision, but the rhythm comes from a human ear.
Every tool was selected for a specific job. No all-in-one platforms. No compromises.
What the AI did: Research, generate, analyze, compose, render, verify, assemble.
What the human did: Creative brief, beat markers, quality judgment, client relationship, and the one thing no agent can do — know when it's done.