Document AI
Document processing automation for invoices, PDFs and forms
Document processing automation helps US teams that spend hours reading invoices, applications, statements and forms, then typing the details into another system. We build pipelines that capture each document, extract the fields with AI, check them against your rules and send clean data to your accounting, CRM or operations software.
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Quick answer
What is document processing automation?
Document processing automation uses OCR and AI to read documents such as invoices, applications, statements and forms, extract the key fields, check them against your rules and send clean data to your accounting, CRM or operations software. Low-confidence fields go to a person for review, so staff stop retyping documents by hand.
- Intelligent document processing combines OCR with AI that understands layout and meaning.
- Each extracted field carries a confidence score, and you set the auto-approval threshold.
- Invoice processing is the most common starting point, including duplicate checks before payment.
- Tables spanning several pages can be extracted into structured rows, not loose text.
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What is intelligent document processing?
Intelligent document processing, often called IDP, combines optical character recognition (OCR) with AI models that understand layout and meaning. OCR turns a scan or photo into text. The AI then works out which number is the invoice total, which date is the due date and which line items belong together, even when every vendor uses a different template.
Older template-based tools needed a separate setup for each document layout. Modern models handle new layouts much better, which makes document automation practical for businesses that receive paperwork from many different sources.
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How document processing automation works
Each pipeline follows the same basic stages, adjusted to your documents and systems. The key design choice is where a person reviews the output, because no extraction method is perfect on every document.
- Capture: documents arrive by email, upload, shared drive, scanner or portal download
- Classify: the system identifies the document type, such as invoice, receipt, W-9 or application
- Extract: AI pulls the fields you need, including tables and line items
- Validate: values are checked against rules and your existing records, such as vendor lists or PO numbers
- Review: low-confidence or mismatched fields go to a person in a simple review screen
- Deliver: approved data is written to your system and the original file is stored with a link
WHAT WE BUILD
What we automate
Typical automations, each scoped and quoted at a fixed price after a free review.
Accounts payable invoice capture
Invoices sent to an AP inbox are read, matched to vendors and POs, checked for duplicates and created as bills in QuickBooks Online, Xero or NetSuite for approval.
Receipt and expense extraction
Receipts uploaded from phones or forwarded by email are read for merchant, date, amount and category, then logged to a sheet or accounting tool.
Application and intake form processing
Scanned or PDF applications are classified, key fields are extracted and checked for missing items, and a record is created in your CRM or case system.
Statement and report parsing
Monthly bank, carrier or vendor statements are parsed into structured tables and loaded into Power BI or Looker Studio for reconciliation and reporting.
Logistics paperwork
Bills of lading, rate confirmations and proofs of delivery are read, matched to loads and attached to the right shipment record for billing.
Contract and agreement data capture
Signed agreements are scanned for parties, dates, renewal terms and amounts, which are written to a tracker with reminders before renewal deadlines.
Human review queue
Fields below your confidence threshold appear in an AppSheet or web review screen showing the document beside the extracted values for quick correction.
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Invoice processing automation
Invoice processing automation is the most common place to start. Vendor invoices arrive in an accounts payable inbox, the pipeline reads the vendor, invoice number, dates, totals, tax and line items, and checks them against purchase orders or expected amounts. Duplicates are flagged before they are paid.
Clean invoices are created as bills in QuickBooks Online, Xero or NetSuite, ready for approval. Anything that does not match is routed to the right person with the document and the mismatch highlighted, so they can fix it in seconds instead of re-keying the whole invoice.
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PDF data extraction for reports, statements and forms
Beyond invoices, PDF data extraction covers bank and carrier statements, insurance documents, lab results, bills of lading, rate confirmations, applications and intake forms. Many of these contain tables that span pages, which we extract into structured rows rather than loose text.
Extracted data can go into a spreadsheet, a database, a CRM record or a dashboard. One insurance brokerage we worked with cut report time from 4-5 hours to under 5 minutes, and reporting accuracy rose from about 75% to 99%; you can read more in our case studies.
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Accuracy, review and data security
We design for accuracy you can verify. Each extracted field carries a confidence score, and you choose the threshold for automatic approval. During testing we run the pipeline on a sample of your real documents and compare the results with the correct values before anything goes live.
Documents often contain sensitive data. We can process files within your own cloud account, use AI providers that do not train on your data, limit who can see the review queue and keep an audit trail of every change. For regulated data such as health records, we discuss the specific requirements and vendor agreements during the review.
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What document automation costs and how to start
Cost depends on the number of document types, how varied the layouts are, the volume per month and which systems receive the data. AI model and OCR usage is usually billed per page by the provider and is typically small compared with staff time.
Send us a handful of sample documents with any sensitive details removed for a free review. We tell you what can be extracted reliably, where review is needed and give a fixed quote. Most projects go live in two to six weeks, and you own the pipeline and accounts.
TOOLS
Tools we connect
FAQ
Document Processing Automation questions
What is document processing automation?
It is software that captures documents, reads them with OCR and AI, extracts the data you need and sends it to your business systems. People review only the items the system is unsure about.
How accurate is intelligent document processing?
Accuracy depends on document quality and how varied the layouts are. Clear digital PDFs typically extract very well, while poor scans and handwriting need more review. We test on your real documents and set confidence thresholds so uncertain fields always go to a person.
Can AI extract tables and line items from PDFs?
Yes. Modern document AI can read tables, including those that span multiple pages, and return them as structured rows. We validate totals against line items to catch extraction errors.
How does invoice processing automation work with QuickBooks?
Invoices are captured from email or upload, the data is extracted and checked against vendors and POs, and approved invoices are created as bills in QuickBooks Online through its API. The original PDF is attached for reference.
Is it safe to send sensitive documents to AI?
It can be, with the right setup. We use providers and configurations that do not train on your data, can process files within your own cloud account, restrict access and keep audit logs. Specific compliance needs are reviewed before any build.
What volume of documents makes automation worthwhile?
There is no fixed number. If someone spends several hours a week keying data from documents, automation is usually worth a review. Higher volumes and repetitive document types typically see the clearest return.
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GET A FREE PROPOSAL
Tell us what you want automated
Describe the process that eats your team's week. We reply within one business day with a first take on what can be automated, which tools fit and roughly what it would cost.
- Free 30-minute automation review
- Fixed quote before any work starts
- You own every workflow, account and line of code