Intelligent document processing, often shortened to IDP, is the combination of OCR, classification, extraction, validation, and human review that turns documents into usable data. Large enterprises buy it as a platform with a long implementation.
Mid-size companies usually need something smaller and faster: one agent that handles the documents their team retypes every week, connected to the tools they already use.
The five parts of document processing
Every reliable document workflow has the same parts. Skipping one is where most projects fail.
- Intake: collect files from inboxes, folders, portals, and uploads
- Classification: identify what each document is
- Extraction: pull the agreed fields and line items
- Validation: check totals, codes, duplicates, and business rules
- Review and export: route exceptions to people, then write to your systems
Where it pays back first
The best first document is frequent, structured enough to have a clear field list, and currently typed by hand. Supplier invoices, purchase orders, onboarding forms, delivery notes, and applications are common starting points.
Rare, highly variable documents are better left manual until the first workflow is trusted.
Platform or agent?
An enterprise IDP platform makes sense when you process very high volumes across many departments and have a team to run it. For most growing companies, a focused agent built on your existing tools reaches value faster and costs less to maintain.
The agent approach also keeps you flexible. You own the workflow, and you can add document types one at a time.
Human review is a feature
No document system is right every time. The difference between a trusted system and an abandoned one is whether uncertainty is visible. Our agents send low-confidence fields and failed checks to a review queue, with the source page beside the value.
Our document work
BookSmart extracts invoices and statements with type-specific prompts. LetterMate generates 20 letter types and has produced more than 12,000 letters at 70% lower cost. Planroom processes construction bid packages, evaluated on 15 real packages including a 1,543-page specification.
How to start
Book a free Agent Audit with one document type and a few examples. Within 24 hours you get the first agent, the price, and what should wait. A $1,000 Starter Agent goes live in one week with a fix-or-refund guarantee, and Managed AI Operations from $1,000 a month adds the next document type.
FAQ
What is the difference between OCR and intelligent document processing?
OCR turns an image into text. Intelligent document processing also classifies the document, extracts specific fields, validates them, and routes exceptions to people.
Do we need a large volume of documents for this to be worth it?
Not necessarily. A few hundred documents a month that someone types by hand is often enough, especially when errors are costly.
Can it handle handwriting?
Clear handwriting often works; poor handwriting does not. We test on your samples and route unreadable fields to review.
How long does the first document workflow take?
A Starter Agent for one document type and up to two tools is live in one week.
Next step
Start with one document type. The Document Intake Agent reads, checks, and routes it into your systems, with people approving exceptions. See the Document Intake Agent.