Given an account name, the recipe resolves it in the CRM and pulls the quarter's full record — deals, tickets, meetings, notes, renewal posture — then computes the numbers: activity movement, ticket health, value trajectory, and a composite health read with evidence. It researches the customer's public quarter (funding, hiring, launches) with every claim carrying a source URL, so the review opens in their world. The executive-briefing writer turns it into a QBR narrative with a next-quarter plan grounded in real adoption data, rendered as a deck outline and a send-ahead doc. Data gaps are stated findings, never padding; a rerun for the same account + quarter updates the draft in place.