1. Every image needs provenance
Generated or synthetic assets are labelled with source and method, and never mixed into the library of real photography. Clients need traceable assets, not something that looks close enough.
2. Someone signs off on factual sentences
The model can draft structure, transitions and alternative headlines, but any sentence with numbers, credentials or commitments is verified by a person and logged in the draft. Most rework comes from these sentences, not from tone.
3. Reuse means rewriting per channel
Pushing identical copy to every platform performs badly. We now rewrite the opening and closing per channel while reusing the middle, which cuts cost without looking careless.
The result
Faster output, more checkpoints. That is the right trade: the saved time goes into judgement, not into layout and typos.