AI for Your Business: Customer-Facing & No-Codeexpert · ~240 min

Small Refunds Answer Themselves, Big Ones Wait for You — a Refund Desk With Bounded Authority

What happens the first time an AI system is allowed to spend your money without asking you?

Most businesses answer that question by never letting it happen, and then paying a person to retype the same eighteen-dollar decision four hundred times a year. The better answer is bounded authority — a written limit the software cannot exceed, an execution path that cannot fire twice, and a record that proves two customers with the same problem got the same answer. That pattern is the difference between an assistant that drafts and a system you can actually leave running.

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What you'll do

A deployed refund desk on your own Cloudflare Worker and D1 database where a customer's refund request is read by Claude for facts only, decided by a policy engine you wrote and unit-tested, paid through a single idempotent Stripe call that physically cannot exceed your written cap, and recorded in a hash-chained ledger that lets you answer "why did she get a refund and I didn't?" with a rule name and a timestamp instead of a guess — plus a kill switch, a daily spend ceiling, and a nightly reconciliation that compares your ledger against Stripe and shouts when they disagree.