What approval-gated AI agents are, why DTC brands need human approval before spend changes, and how Finsi ask-before-act, audit log, and scoped access work.
Connect Claude, ChatGPT, Codex, or Grok to company-owned Shopify and stack metrics over Finsi MCP. Read-only tools, brand-scoped keys, approval still required to act.
Compare Lifetimely alternatives for Shopify brands that have outgrown LTV dashboards: attribution, warehouse BI, and approval-gated AI agents on verified metrics. No invented pricing.