From messy documents to structured data
Documents arrive in every shape — scanned invoices, PDF forms, contracts, receipts — and someone usually retypes the important parts by hand. AI document processing reads them and extracts the fields you care about into a clean, consistent format your systems can use.
It combines reading the layout and text of a document with understanding what the fields mean, so it can pull the invoice total or the effective date even when every vendor formats things differently.
- Extract fields from invoices, receipts, forms, and contracts
- Handle scanned and photographed documents, not just clean PDFs
- Output structured data — JSON, CSV, or straight into your database
- Cope with varied layouts across vendors and templates
- Classify document types and route them automatically
Accuracy you can trust
Extraction is never perfect on every document, so we design for that reality. The system reports a confidence level per field and routes low-confidence or unusual documents to a human for a quick check instead of silently guessing.
That review loop also makes the system better over time and gives you an audit trail — you always know which values were verified and which were auto-extracted.
- Per-field confidence scores, not a false all-or-nothing
- Low-confidence documents flagged for human review
- Validation rules (totals add up, dates are valid) before data is accepted
- Audit trail of what was extracted, verified, or corrected
- Original document kept linked to the extracted data
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Frequently asked questions
How accurate is automated extraction?
Accuracy depends on document quality and variety, and no honest vendor promises 100% on every document. That's why we build in confidence scoring, validation rules, and a human-review step for the tricky ones — so errors get caught rather than flow downstream.
Can it read scanned or photographed documents?
Yes. The pipeline handles scans and phone photos, not just clean digital PDFs, though very poor images naturally extract less reliably and get flagged for review.
Where does the extracted data go?
Wherever you need it — a database, a spreadsheet, or straight into another system through its API. We shape the output to match your existing workflow rather than making you adapt to a new tool.