Inside the Sonscape pipeline: from song to finished music video in under an hour

What I learned building a multi-agent system for independent artists, and what it says about marketing work in general.

I make music as Jax Lukken. Every release, I lost about six hours to work that had nothing to do with making music. Sonscape is what I built to get those hours back.

The problem

For an independent artist, a release is not finished when the song is. It needs a music video, and it needs a campaign to put that video in front of people. A cinematic video alone takes more than 40 hours of production work when done the traditional way, and that is before anyone has seen it.

Most independent artists skip it or do it badly. The song is good, the packaging is not, and the release disappears.

What goes in, what comes out

You drop a song in. You get a fully produced cinematic music video and a social campaign out. The 40+ hours of production work come down to under 1 hour, for under $100.

How it is built

Sonscape is a multi-agent pipeline. I built it in Python and call video-generation models directly, including Kling and Seedance, instead of wrapping someone else's interface. Splitting the work between agents, each with one job, means each part can be tested, replaced or improved on its own when a better model arrives. That matters in a field where the best model changes every few months.

I designed the pipeline around the artist's actual job, not around what the technology can do. The output is not a clip. It is a video plus the campaign that gets it seen.

Where it is today

Sonscape is in early access. A small group of real artists has tested it, not a large audience, and I would rather say so than imply scale. You can request access at sonscape.io.

What I learned as a marketer building a product

Cost per output is the number that matters. The first time I could say “a finished video for under $100,” the conversation with artists changed from “is this good enough?” to “when can I use it?”

Distribution belongs inside the product. A video nobody sees is wasted work. That is why the campaign is part of the pipeline and not an add-on.

Keep the human on taste. The system handles production. The artist still decides what the song is about and what it should feel like.

The same pattern applies to any marketing team that produces video: find the repeatable work, build a pipeline around it, and keep people on the decisions. I wrote more about that in The CMO who builds.