Media & content operations
Automated Content Channels
Short-form video channels that research, script, voice, render, and publish themselves daily — one of which reached platform monetization.
The problem
Publishing daily is a production problem, not a creative one. Human-paced video can't hold a daily cadence, generic AI output drifts off-brand within a week because nothing enforces the template, and most 'automated' content pipelines quietly stop the first time a queue runs dry or a platform rejects a phrase.
What we built
- Topic research and fact-checking into a verified sheet before any script is written
- Video composed programmatically, so a template change updates every future render
- Synthetic voiceover and automated captioning with a locked per-channel look
- Self-feeding topic queues that generate new episodes before the backlog empties
- Platform-compliance gates that strip language known to trigger takedowns
- Scheduled daily runs with a human approval step before anything publishes
- A content-led commerce funnel: the channel drives traffic to paid digital products
Where it stands
- A relocation and expat channel built on this pipeline was accepted into TikTok's Creator Rewards Program — it is monetized
- Script templates and formats tuned against real per-video revenue data, not guesses
- The same pipeline produces client product, demo, and walkthrough video
- Channels can be paused and resumed without losing the queue
We ran this on our own channels until one of them started paying. Every failure mode we hit is one a client doesn't have to.
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