For teams already running a system who want it to keep getting sharper: ongoing iteration, production support and improvement on a monthly basis.

The voice spec tightens, the gates get stricter, the templates improve — the engine becomes more like your team over time, not less.

Starts after a build, or picks up an existing pipeline that needs an owner.