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Founder of CommerceGov — a production control plane for AI-driven commerce. Independent multidisciplinary explorer.
Production authority for AI-driven Shopify changes: policy, human approval, controlled execution, verification, and audit evidence.
The agent can analyze and route authority risk. It cannot approve or apply production changes on its own. Probabilistic capability operates under deterministic authority.
WebMCP lets AI agents interact with Shopify stores through a governed workflow - without giving them authority to change production. Capability is not authority.