How does automated receipt extraction work? At its core, it is a two-stage process: a machine reads the receipt, and AI turns what it reads into clean, structured data. No typing. No guesswork. No chasing clients for a crumpled bit of paper.
For accountants and bookkeepers, this matters because receipt handling has always been one of the most time-consuming parts of the job, and one of the least valuable. Automated receipt extraction removes it almost entirely.
Here is exactly how it works.
What Automated Receipt Extraction Actually Does
When a receipt enters the system whether as a photo, a scanned file, or an email attachment. These two technologies do the heavy lifting.
The first is OCR (Optical Character Recognition). OCR reads the text on the receipt the way a human eye would, converting the image into machine-readable characters. It handles printed text, mixed fonts, and most standard receipt layouts without difficulty.
The second is AI and machine learning. Once the text is readable, AI identifies what each piece of data means. It knows that "£48.00" near the bottom is likely a total, that "VAT No." followed by a number is a VAT registration, and that the string of digits at the top is probably a date. It does not just read. It understands.
Together, these two layers produce clean, structured output: supplier name, transaction date, VAT amount, net total, gross total. Ready for your accounting software.
Practical takeaway: You do not need to configure anything per supplier. The system learns receipt formats over time and improves with every document it processes.
How Receipts Get Into the System
One of the most common questions from accountants switching to automated receipt extraction is not about the technology — it is about the intake. How do receipts actually get in?
The answer is: however they arrive.
- Photo via mobile app — a client takes a photo of a paper receipt on their phone. The app uploads it instantly. Available on iOS and Android.
- Email forwarding — every client gets a unique submission email address. They forward receipts, and the documents land in the system automatically. No login required on their end.