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How Clay runs 350 million GTM agents a month | Interrupt 26

LangChain · 5K views · 2026-06-24 · 11:54

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Jeff Barg, Head of AI at Clay, breaks down what it actually takes to run go-to-market agents at production scale — not just one agent, but 350 million a month across an entire addressable market. He covers the four hard problems Clay solved: infrastructure reliability, throughput under spiky workloads, cost (including a 70% reduction via caching), and agent quality. He also introduces Audiences, Clay's new product for giving agents the context they need to recommend plays autonomously.

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