Almost everything a finance team needs to know about cost arrives as a document. Supplier invoices, freight bills, customs paperwork, processor statements — each one carrying the detail that determines what a product actually cost, and each one arriving as a PDF attached to an email.
Document processing is the work of turning that stream into data the rest of your systems can use. Not a total and a date, but every line: what was bought, how many, at what unit price, with what freight and duty attached.
The challenges
- Every supplier has a different layout
- Templates that work on one vendor's invoice break on the next, and the exceptions accumulate faster than the rules.
- Detail gets flattened
- Most capture stops at the header — supplier, date, total. The line items, which are where cost actually lives, never make it into a system.
- Extraction without validation is worse than nothing
- A number pulled from a PDF and not checked against anything is a confident-looking error waiting to be reconciled later.
- Documents arrive everywhere
- Some in a shared inbox, some in a portal, some forwarded personally to whoever handled that supplier last.
- The work scales with suppliers, not revenue
- Adding a freight forwarder adds a document format and a person's afternoon, every month, indefinitely.
How it works
- Capture from any source
- A monitored inbox, a shared drive, a portal, or a direct feed — documents land in one place regardless of how they arrive.
- Line-item extraction
- Full detail preserved: SKU, quantity, unit price, freight, duty, tax. This is what makes accurate landed cost possible downstream.
- Validation against your own records
- Extracted figures are checked against purchase orders, receipts, and expected ranges — not accepted because they parsed cleanly.
- Exception routing
- Anything that fails validation goes to a person with the document and the reason attached, rather than into a queue nobody owns.
- The original stays attached
- Every extracted figure keeps a link to the source document, so a question about a number ends with looking at the invoice.
Extraction is the easy half. What makes a document pipeline trustworthy is what it does with the things it isn't sure about.
What changes
- Cost detail becomes usable
- Line-level data, in a system, available to margin and landed cost calculations rather than sitting in a PDF.
- AP stops being a data-entry job
- The team reviews exceptions instead of typing rows.
- New suppliers stop adding work
- A new format is handled by the pipeline, not by a person learning it.
- Audit becomes a link, not a search
- Every figure traces to the document behind it in one click.
Get started
Send us five invoices
We'll process them and show you what comes out — line-level, validated, against your own supplier formats.