AI & ML · Document AI
INVOICE
Acme Corp · 142 Baker Street
London, UK · NW1 6XE
Date: Sept 3, 2024 Inv#: A-1849-C
Items:
1x Enterprise Plan $4,200.00
1x Onboarding Fee $800.00
TOTAL: $5,000.00
Payment due within 30 days.
Net-30. Bank transfer preferred.{
"vendor": "Acme Corp",
"invoice_number": "A-1849-C",
"date": "2024-09-03",
"due_date": "2024-10-03",
"line_items": [
{
"description": "Enterprise Plan",
"amount": 4200
},
{
"description": "Onboarding Fee",
"amount": 800
}
],
"total": 5000,
"currency": "USD",
"confidence": 0.994
}Documents go in. Structured data comes out.
We build document AI pipelines that extract, classify, and validate information from PDFs, invoices, contracts, forms, and scanned images. Every field comes with a confidence score. Low-confidence extractions go to review instead of through.
Part of AI & Machine Learning services →
How it works
Every document goes through the same three stages.
Extract
Document arrives via upload, email, or API. OCR runs on scanned files. The extraction model pulls every field specified in your output schema.
Classify and validate
Each extracted field gets a confidence score. Low-confidence fields are flagged. Documents below your confidence threshold go to a human review queue. Nothing fails silently.
Output and route
Validated JSON is posted to your database, API, or spreadsheet. Webhooks fire downstream automations. The full extraction trace is logged for audit.
Document types
What we extract from.
Invoices and purchase orders
Line items, totals, vendor data, payment terms
Contracts and agreements
Parties, dates, clauses, obligations, termination
Application forms
Personal data, selections, signatures, attachments
Scanned and handwritten docs
OCR with quality scoring before extraction
Receipts and expense reports
Merchant, amount, category, date
ID and KYC documents
Name, DOB, document number, expiry, issuer
Stack
Have documents you need to extract data from?
Tell us the document type and what fields you need. We scope the extraction pipeline in a free call.
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From the blog
Have documents that need to become structured data?
Tell us the document type and what you need to extract. We'll scope the pipeline.
Scope a document pipeline