Reel Factory: automated short-form video production for eleven brands

Starting point

Faceless short-form content works, but producing it by hand does not scale past one or two accounts. Eleven brands means eleven times the editing, captioning, scheduling and posting.

Solution

The application handles the whole chain: managing niches and scripts, generating a publishing plan across days and platforms, assembling videos and rendering them in each brand’s identity, scheduling posts. A queue with history ensures nothing is posted twice. One operator runs all eleven brands.

Implementation

A Python desktop application with a video pipeline for assembly, captions and rendering, connected to the social platform APIs (Instagram, TikTok, YouTube Shorts, Facebook). Daily generation can be automated via Windows Task Scheduler. The product is being prepared as a service for clients who need regular short-form video without producing it themselves.