OCR is a starting point, not a receipt record
Receipt OCR is useful because it turns a photograph or scan into fields you can work with. It can surface a merchant name, date, total, tax, tip, and line items far faster than typing each value from scratch. That speed matters when receipts are collecting in a wallet, camera roll, or inbox after a busy month of independent work.
The important distinction is that extracted text is not automatically a verified business record. Receipts vary by printer, language, layout, lighting, folds, and handwriting. A total can sit beside a subtotal, a service charge can look like a tip, and a return can resemble a purchase. Treat the first extraction as a draft that points you to what deserves attention, not as a promise that every field is already right.
Start with the fields that change the handoff
You do not need to retype every receipt to review it well. Begin with the fields another person or system will rely on: merchant, transaction date, total, tax, tip, payment currency, and the client or project label you use internally. If a receipt has multiple possible totals, compare the candidate value with the amount actually labeled total or amount due. If it is unclear, keep it visible as an open question instead of silently choosing one.
For a self-employed consultant or a small team, the merchant, date, and total usually form the minimum useful handoff. The rest can add context, but those three fields determine whether someone can locate the source again and reconcile it with the right period. A clear project or client label is also valuable when one card is used across several engagements. It turns a pile of documents into a reviewable set rather than a collection of images.
Use the source image to resolve uncertainty
A good review screen should make the question and the evidence easy to compare. Look at the original receipt area when a field is uncertain, rather than guessing from a truncated label. For example, a date line may be printed in a regional format, and a small fee may sit directly below a gratuity. Zooming into the source lets you decide whether to correct the value, leave it empty, or note why it is not usable.
RecordSlip is designed around this evidence-first step: uncertain fields remain visible for review, and the source area is available when you need to compare the extracted value with the receipt. The goal is not to make every receipt look equally certain. It is to help you spend attention where it changes the final record and move past clear receipts without adding unnecessary work.
Check for duplicate documents before exporting
Duplicates are a separate problem from OCR accuracy. The same receipt can arrive through the camera, Photos, Files, or a PDF export; a purchase may also be photographed twice when the original is hard to read. Before an export, compare receipts that share a similar merchant, date, and total. A match is a reason to investigate, not a reason to delete automatically, because two legitimate purchases can look alike.
When you find a likely duplicate, keep the clearer source and make the decision traceable for your own workflow. If there is a real reason to retain both documents, label that reason in your project or client organization rather than relying on memory later. This short check is especially helpful before a monthly export, when a single duplicated total can otherwise travel into a spreadsheet unnoticed.
Export only after the review list is intentional
Before creating a CSV or Excel file, filter to the receipts that are ready for handoff. A useful last pass asks three questions: Can I find the source receipt again? Are the key fields reviewed or intentionally blank? Is the client or project context clear enough for the person receiving the file? If the answer is no, leave the receipt in the review set. An incomplete item is easier to resolve before it reaches a shared spreadsheet.
RecordSlip lets you review selected receipts and create a CSV or Excel export when you decide the set is ready. It does not replace bookkeeping judgment or provide tax advice. Its role is narrower and practical: help you turn receipt images into an orderly, reviewable handoff while keeping the underlying documents on your iPhone by default.
Make the next review easier than the last one
The best receipt process is the one you can repeat. Capture or import documents as they arrive, use a short review queue for ambiguous fields, and make one deliberate export at the cadence your work needs. A weekly review can reduce the pressure of a month-end pile; a project-close review can keep client costs separated while the context is still fresh.
If you are building a workflow around RecordSlip, start with a small batch and check whether the exported columns match the way you or your accountant needs to see the information. Adjust your project labels before the next batch instead of trying to repair a large file later. The result is not perfect OCR; it is a calmer path from a receipt image to a record someone can actually use.