Still Keying Invoices by Hand? Extract Them First

AgentLeverage Team

AgentLeverage Team

3/18/2026

#finance#ai-tools#small-business#productivity
Still Keying Invoices by Hand? Extract Them First

If you run a small shop, you still open the PDF and type vendor, amount, date, and line items into QuickBooks or a sheet. That is the keying step.

Extract those fields first so you stop retyping every page. You still review, approve, match POs, categorize, and book. This is not enterprise AP and not certified accounting output.

What small-team keying actually is

A small team does not run a three-way-match AP desk. The usual path looks like this:

  1. An invoice arrives by email or as a PDF
  2. Someone opens it and types vendor, date, amount, and line items into the books or a sheet
  3. They check the total against the page
  4. They decide the category and whether it matches what was ordered
  5. They approve and file the original
  6. They pay

The slow part is step 2: reading the page and keying the fields. Approval, PO match, category, and payment stay a person even after you extract.

What extract-first changes

Invoice Processor takes a PDF, PNG, or JPEG and returns structured fields:

  • Vendor name, plus address, phone, email, or tax ID when present
  • Invoice number, date, due date, and PO number when present
  • Line items (description, quantity, unit price, amount)
  • Subtotal, tax, discount, shipping, and total
  • Payment terms when they are on the page

You also get a confidence score. Treat a low-confidence row as a review item, not a booked entry. After you check the page, export as JSON, CSV, QuickBooks, or Xero format.

Guest runs are free (5/day). Signed-in orgs spend 3 credits per document.

If the PDF has the wrong tax or total, extraction copies that number. You still open the original.

If the comparison is keying vs extract-first in AP, not this small-team path: how extract-first compares to typing invoices into AP

What enterprise AP and Rossum-class tools are for

Rossum, Hypatos, and other enterprise AP products are built for high-volume capture, matching, and routing inside an AP desk. QuickBooks has its own built-in extractor if you already live in that product.

Those are other products. Invoice Processor does not replace them. We do not publish their prices, setup time, or accuracy, and we do not claim ours against theirs.

If you need three-way match, approval routing, or a live push into the ledger, stay on that stack. Extract-then-review is the keying step only.

If the job is capture through export, not this small-team keying path: how extract-then-export fits the rest of AP

What we do not do

Extract-first is not the rest of the books.

  • Approve the bill
  • Match line items to a PO
  • Catch a vendor that billed the wrong amount
  • Categorize the expense or assign a GL account
  • Convert currencies or handle FX
  • Post to the ledger
  • Push live into QuickBooks or Xero

Expense Categorizer is not live. Export as QuickBooks or Xero format is a file you download after review, not a live connection.

If the job is copying invoice PDF fields into a sheet: how to extract invoice fields from a PDF first

Where you still review

Totals and tax. Check the extract against the page. A confident row can still copy a vendor's wrong number.

Odd layouts. Custom tables and creative invoices can mis-map a line. Read the line items.

Poor scans and angled photos. Glare and crumpled pages need more review than a clean digital PDF.

Handwritten invoices. Faint or messy handwriting needs a closer look. Use the extract as a first pass, not a booked entry.

PO match, approval, and category. Extraction feeds the fields. You still match the PO, approve, categorize, and book.

FX and foreign-currency bills. Invoice Processor does not convert currencies or handle FX. Do not treat a foreign-currency page as a booked amount in another currency.

We do not claim a measured accuracy rate on scans, multi-page packets, or VAT layouts. You still check the page.

How to try it on a real invoice

You do not need to replace the books to test extract-then-review.

  1. Pick one vendor invoice you already pay
  2. Upload the PDF or image to Invoice Processor
  3. Compare vendor, line items, tax, and total to the original
  4. Export JSON, CSV, QuickBooks, or Xero format if the fields look right
  5. Keep the original next to the export
  6. Decide whether extract-then-review beats typing those same fields

Guest runs are free (5/day). No account for a trial upload. Sign in if you want the job kept in a workspace. Signed-in runs cost 3 credits per document. Start with 30 free credits. Pack credits never expire. Unused included credits do not carry forward. Paid checkout charges immediately. There is no 7-day trial.

Upload an invoice →

Frequently asked questions

Does this replace enterprise AP?

No. It replaces keying vendor, date, amount, and line items. You still approve, match POs, categorize, and pay. Rossum-class tools are other products for high-volume AP.

Can I try it without an account?

Yes. Guest runs are free (5/day). Upload a PDF, PNG, or JPEG. Sign in if you want the job saved.

What does a signed-in run cost?

3 credits per document. Start with 30 free credits. Pack credits never expire. Unused included credits do not carry forward. Paid checkout charges immediately. There is no 7-day trial.

What can I export?

JSON, CSV, QuickBooks, or Xero format after you review. That is a file you download. It is not a live push into those systems.

Does this handle FX or convert currencies?

No. Invoice Processor does not convert currencies or handle FX. Check any foreign-currency page yourself before you book.

Is this certified accounting output?

No. This is a working extract you review. It is not a certified ledger, tax filing, or audit record.


Need vendor, date, amount, and line items off an invoice PDF? Upload one. Guest runs are free (5/day). You still review, then book.

Try it yourself

Invoice Processor

Automatically extract vendor, amount, and line items from invoices in PDF or image format.

Start with 30 free credits — no card required.

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Still Keying Invoices by Hand? Extract Them First