YouTube Shorts Automation: How to Generate 100+ Viral Videos a Day Without Editors?
Content Factory: How We Replaced a Team of 5 Editors with a Single Python Script
Automating video production for YouTube Shorts and TikTok. The bot searches, cuts, adds subtitles, and publishes on its own. Payroll savings — 200,000₽/month.
Situation «Before»
The traffic team manages a network of channels with clips from movies/series. The main income comes from monetization and traffic redirection.
The process economy was unprofitable: more than 300,000 rubles per month were spent on editors' salaries. Meanwhile, 5 people managed to produce a maximum of 10-15 quality clips per day. Human factors, weekends, illnesses — all of this hindered growth.
Business Pains:
Our Solution
We created the «Content Factory» system. It's server software managed via a Telegram bot. The administrator sets parameters (e.g., «Movie: The Wolf of Wall Street, theme: motivation»), and the system does the rest.
Technology stack: Python FFmpeg OpenAI Whisper
Admin in Your Pocket
We removed the complex interface. The administrator manages the factory via the bot. They can change publication modes (auto/manual), approve creatives, and distribute video streams across different YouTube channels.
Without Human Involvement
The system finds viral moments, cuts them, adds dynamic subtitles (karaoke style), and music. The output is a ready file that goes to moderation in the same bot.
Implementation Results
We dismissed the editing team. Now the entire process is managed by 1 operator (bot administrator). Productivity increased threefold while the budget was reduced threefold.
| Payroll Expenses | 300,000 ₽ → 100,000 ₽ |
| Productivity | 15 videos/day → 30+ videos/day |
| Scaling | Difficult (hiring) → Easy (buying more servers) |
Need Traffic, Not Routine?
We automate content creation for YouTube, TikTok, Reels. Fill out the form, and we'll discuss your project.