Proof, not promises
Content Production Automation
Internal project · In use. This workflow turns detailed editorial rules into a scheduled content pipeline with no manual approval step.
01Understand
02Design
03Build
04Refine
01
Turning editorial judgment into rules
The difficult work was not generating text. It was expressing topic selection, tone, repetition limits, visual direction, and publishing cadence precisely enough to automate.
02
How the pipeline works
n8n orchestrates the sequence, Claude writes, ChatGPT generates images, and Metricool schedules publication.
03
Not a model for every automation
This process is fully automated because its risk and recovery path allow it. Higher-stakes work should use human approval where consequences demand it.
Have a process in mind?
Tell us about one workflow that takes more time than it should. We'll tell you honestly whether automation makes sense.
Walk us through a process