Context & goals

Context Assembler ingests your briefs, brand beans, and previous wins to infer any missing objectives.

Strategic plan

Planner agent builds a channel-aware blueprint with key messages, tone, and structure that match the campaign goal.

Draft + refine

Drafting agent writes the first pass. Refinement agent recovers failures and polishes flow, voice, and CTA.

QA + finalize

Quality Assurance validates tone, structure, and requirements before the Formatting agent packages every asset.