Creator Engine is the system behind my channel. It’s an assembly line for content: it ingests feeds every day, uses AI to curate the handful of signals worth making something about, researches each one with cited sources, drafts a script, runs that script through an independent compliance review, and generates thumbnails — all before I sit down to record.
The design choice that matters most is the compliance gate. The reviewer runs in its own separate pass with no attachment to the draft, and its whole job is to find problems: unsourced numbers, advice-y language, anything that shouldn’t go out. It’s a check on the machine that wrote the thing.
What it does
- Feed ingest and AI curation, so only narrative-worthy signals get through.
- A research → script → compliance chain that cites every figure inline.
- A faceless thumbnail generator and a repurposing step for short-form cuts.
This website is one of its outputs. The whole pipeline is domain-agnostic — trading is my subject, but the machine doesn’t care what you point it at.