Document AI: pulling data out of invoices and forms
Typing data from PDFs into spreadsheets is slow and error-prone. Document AI reads the file and proposes the fields, which a person can review.
What it reads
Invoices, receipts, purchase orders, intake forms, and similar documents, including scans. It finds fields such as vendor, date, totals, and line items.
Where accuracy drops
Poor scans, handwriting, unusual layouts, and missing labels cause errors. A good workflow flags low-confidence fields for review instead of guessing.
A typical flow
- Files arrive by email or upload
- The tool extracts fields
- Uncertain values are flagged for a person
- Approved data goes to your accounting or spreadsheet system
Privacy and retention
Ask where documents are processed, whether they are kept or used for training, and how access is controlled. See also human-in-the-loop AI.
Common questions
Is it accurate enough to skip review?
For high-stakes numbers, keep a review step. Start with review on everything and relax it only where your own testing supports it.
Does it work on scans?
Often, but quality matters. Test on your real documents before committing.
Want to talk it through?
Tell us what you are dealing with. We will give you a straight answer on whether automation is worth it for your business.