A lot of accounting tools advertise “snap a photo of your receipt and we’ll do the rest.” The capture works. The “do the rest” is where things fall apart — because a receipt with no vendor, no account, no entity, and no project link is just a JPEG.
OCR has gotten good. Pulling a vendor name, a date, and a total from a receipt photo is mostly a solved problem. That’s the part most receipt apps demo. It’s also only the first 10% of the work.
A captured receipt is useful when it’s connected to the vendor record, the chart of accounts entry, the entity that incurred the expense, and (where relevant) the property, project, or jobsite the expense supports. Without those links, the receipt is just floating around in a queue.
A useful receipt-based system holds incomplete receipts in a Needs Attention queue until vendor, account, and entity are assigned — then files them into the ledger as document-backed entries. That’s the difference between a receipt app and a receipt-based bookkeeping system.