“We bought a Pikachu” is an incomplete business record. Which set? Which card number? What condition? Which finish? How many copies? Those details affect what we pay, how we list it, and what a customer expects to receive. We used AI to build a buying workflow that carries those details through PENNY. Staff find the product, select its condition and finish, review pricing information, and create the transaction. It sounds like a small data-entry problem. But a bad description at the counter can become a bad listing, an inventory discrepancy, and a customer-service problem later. That's the executive lesson: define the record at the point where the work begins. Before automating a process, ask your team to agree on what a complete, correct input looks like. In our business, a few fields describe a trading card. In yours, they may describe a part, a contract, or a customer request.