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Centralized, federated, or hub and spoke: choosing an operating model for AI in GTM

April 20, 2026·12 min read

Kyle Norton centralizes AI at Owner. Clay runs a hub and spoke model with forward-deployed GTM engineers. Neither reports to a generic template. A deep dive on the three operating models, a five-factor decision framework, and the four-layer governance control plane RevOps should own.

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