Café with a monthly membership program

A neighborhood café stops reconciling memberships by hand

This example is a composite inspired by a real small-business conversation, with identifying details generalized — not a named customer testimonial.

Before

The owner ran a monthly membership program — a recurring coffee subscription — and reconciled it by hand every month: matching bank transfers against a roster of members, entirely from memory of who usually pays what.

What the Quick Check found

The real complexity wasn't the matching itself — it was three specific, recurring exceptions: family members bundling multiple memberships into a single transfer, members prepaying two or three months at once, and some payments arriving with only a phone number as a reference instead of a name.

What was delivered

A script built around those exact three exceptions: it auto-matches the straightforward payments, and flags only the family-bundle, prepayment, and phone-number-reference cases for a quick manual look.