AI Engineer World's Fair 2026 — unofficial import demo

Ramp built its own 0→1 revenue stack in-house — Ramp Revenue — with one mandate: build the most efficient GTM org in the world. Arman Vaziri breaks down the building blocks: a customer data platform that chews through millions of internal, external, and CRM records daily, and a unified action layer with agents embedded directly in seller workflows. The payoff — reps stop hopping between dozens of systems just to figure out who to reach and what to say, and 80%+ of Ramp's sales workflows now run on it. A look at the architecture behind orchestrating GTM at scale.