Case study — AI Media Production
Lumina Video Studio
The challenge
Producing short marketing videos needs scripts, footage, voice and editing. Teams were spending days per video, so we set out to compress that pipeline into one AI workflow.
Our strategy
Built a Python pipeline on ComfyUI and FFmpeg with Cloudflare Workers AI: generate the script, match stock footage automatically, add voice-over and export a finished video with minimal human touch.
Implementation
AI-powered video creation platform with ComfyUI integration, automated content generation, and multi-platform publishing.
The results
A working studio pipeline with an NVIDIA/ComfyUI rendering path, published as an open-source project the agency also uses internally.
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