The Building Blocks of GTM Orchestration
Conference Context
- Date/time: 2026-07-01 · 12:05pm-12:25pm
- Track/room: AI in GTM · Track 6
- Speaker(s): Arman Vaziri
- Session type/status: session · confirmed
- Track: AI in GTM
- Room: Track 6
- Session type: session
- Status: confirmed
Session Description
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.
Media Evidence
No related AI Engineer channel video found yet.
Evidence Graph
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Media Signals
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Agent Reading Notes
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Transcript Status
No official session recording transcript was found by exact title match on the AI Engineer YouTube channel during this run.
People
Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.
Synthesis
Synthesized Breakdown
The Building Blocks of GTM Orchestration ## Conference Context - Date/time: 2026-07-01 · 12:05pm-12:25pm - Track/room: AI in GTM · Track 6 - Speaker(s): Arman Vaziri - Session type/status: session · confirmed - Track: AI in GTM - Room: Track 6 - Session type: session - Status: confirmed ## Session Description 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.
Speaker And Company Context
- Arman Vaziri — Senior Staff Software Engineer at Ramp.
Topics Covered
- Topic links are pending transcript-backed classification.
Derived Links And Source Material
Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.
Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.