AI-Powered Video Generation Machine for YouTube
Project «Snooze Science»: How to Create a «Perpetual Motion» Content Machine for YouTube
The story of how we decided to launch a YouTube channel with hour-long videos, completely excluding humans from the production process.
Idea and Problem
We had a hypothesis: can we occupy the «background content» niche (videos for sleeping, studying, relaxing) without hiring a staff? We came up with the channel «Snooze Science» — interesting facts to fall asleep to.
But when we calculated the economics of a 60-minute video, the numbers shocked us.
To create 1 hour of quality video, you need to:
- Write a script of 9,000 — 10,000 words.
- Record and clean 60 minutes of audio (a narrator will charge at least 15,000₽).
- Find about 500 thematic images or footage.
- Edit it so that the image changes every 5-10 seconds.
Result: 1 video = 1 week of team work or a 50,000₽ budget. This is not scalable.
Solution: Digital Factory
We decided not to make videos, but to write code that makes videos. We built an architecture based on n8n, where each production stage is performed by a separate AI agent.
How it works now:
1. We set a topic (for example, «Space»).
2. AI writes a huge script, breaking it down into logical blocks.
3. The system generates unique images for each paragraph of text.
4. A Docker container launches rendering, assembling thousands of files into a single 4K film.
What We Achieved
We created a system that can generate an infinite amount of content. The only limitation is the power of our server.
Now the cost of producing one hour-long video equals the cost of API requests (electricity + neural network tokens). This opens up the possibility of launching dozens of channels simultaneously.
Want to Automate Content?
We can adapt this technology to your needs: educational courses, news summaries, or entertainment channels. Submit a request.