AI Video & Content Engine
An automated multi-language video publishing system — from topic to published, platform-optimized content across five channels simultaneously.
Content at scale requires a factory, not a team.
Publishing consistent, high-quality video content across multiple platforms and languages requires scripting, translation, voice recording, video editing, thumbnail creation, metadata optimization, and scheduling — for every piece of content, on every platform, in every language. Done manually, this is a full-time job per channel.
One input. Multiple outputs.
A fully automated content pipeline that takes a topic or brief and produces platform-optimized, published content across YouTube, Instagram, TikTok, LinkedIn, and Facebook — in multiple languages — without manual intervention.
AI script generation
GPT generates expert-style scripts from a topic brief. Tone, length, and structure adapted per platform. Scripts validated for factual quality and platform guideline compliance before proceeding.
Translation and localization
Scripts translated into target languages with cultural and platform-specific localization — not just word-for-word translation. Currently supporting English, German, and Spanish pipelines.
AI dubbing and video production
HeyGen or ElevenLabs generates dubbed audio tracks. Video assembled with synchronized audio, b-roll, and captions. Format adapted per platform (16:9 for YouTube, 9:16 for Reels/TikTok/Shorts).
Thumbnail and metadata generation
AI generates thumbnail concepts. DALL-E or Midjourney produces assets. Titles, descriptions, hashtags, and tags generated and optimized per platform algorithm requirements.
Compliance scoring and publishing
Content scored against platform guidelines before publishing. Scheduled and published via platform APIs. Performance data fed back into the system for future optimization.
Tools Used
Make.com, OpenAI, HeyGen, ElevenLabs, DALL-E, YouTube API, Meta API, TikTok API, LinkedIn API
Outcome
Content production time reduced from ~8 hours/video to under 30 minutes of human oversight. Consistent publishing cadence across all channels and languages.
Scale
System supports unlimited parallel language channels. Each new language requires only a translation configuration — no new pipeline architecture needed.