The method
A source-traced pipeline with a verification spine — the opposite of a model left to guess. Five stages, every time.
Every run starts from fetched sources — not the model's memory. Venue data, cultural signal, and references are pulled live, so the system works from what's true today, not what was probable last year.
A voice spec defines tone, register and vocabulary up front. Generation writes to that spec, so output reads like an editor with taste wrote it — not like the nearest cliché a model could reach.
Before anything renders, it clears behavioral gates: no invented facts, no off-brand drift, no claim without a source. Whatever fails the gate never reaches the render step.
A render pipeline turns approved content into finished carousels and video covers — publish-ready, on-brand, consistent every time. No manual cleanup between the system and the feed.
Once it's live, the loop tightens: the voice spec sharpens, the gates get stricter, the templates improve. The system gets more like your team, not less.
Available for selected builds