The AI-Native GTM Team Is Here
Last week, I watched Anthropic’s GTM team generate 100 high-performing ad variations in seconds — the kind of output that normally takes an enterprise GTM team days or weeks
Meanwhile, most teams were still:
→ Debating ad copy in Slack
→ Waiting for agency turnarounds
→ Copy-pasting into Figma like it’s 2018
Anthropic? They’ve gone full AI-native orchestration — not “a bot that writes copy,” but a mesh of AI agents running like a miniature internal SaaS platform, purpose-built for GTM.
1. The CSV Agent Network
Here’s the difference between a “prompt” and an agent network: prompts are one-off instructions. An agent network is a coordinated set of autonomous processes, each with its own job, inputs, and outputs, passing work to the next link in the chain.
Sub-Agent 1 – The Analyst
Watches a shared performance folder for new CSV drops from the ad platform.
P…
