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Example projectWholesale distribution · about 80 people

Vendor invoices into accounting, without retyping

Invoices from a shared inbox are read, matched to purchase orders and drafted as bills. Only exceptions reach a person.

Use cases
Document processing · Data entry between systems
Connects to
Shared inbox, Accounting system, Purchase orders, Vendor list
Starts with
Free assessment, then a 2-week prototype

Example projects show how we would approach common requests. The companies, screens and data are samples designed by our team, not client work. For delivered work, see our case study.

Every invoice, already read. The AP inbox becomes a list: vendor, amount, PO and status, with problems such as no PO or a likely duplicate flagged on arrival.
Step 01

Every invoice, already read

The AP inbox becomes a list: vendor, amount, PO and status, with problems such as no PO or a likely duplicate flagged on arrival.

Sample design · sample data

01 · The situation

Where the hours go today

A distributor receives a few hundred vendor invoices a week as PDF attachments, some of them scanned. Two people in accounts payable open each one, find the purchase order, check the amounts and type the bill into the accounting system. Month-end is a scramble, and duplicates sometimes get paid.

The goal: Have the routine invoices drafted automatically, and give the AP team only the ones that need a decision, with the reason already explained.

02 · What we’d build

How the automation works

  1. Watch the AP inbox and collect every invoice attachment, including scans and photos
  2. Read vendor, invoice number, dates, line items, tax and total. Fixed rules handle known vendor layouts, and an AI model reads the rest
  3. Show the page and the exact words each value came from
  4. Match each invoice to its purchase order and goods received, line by line
  5. Flag anything unusual: over the PO tolerance, no PO, unapproved vendor or a likely duplicate
  6. Create the draft bill in the accounting system once the invoice is approved
03 · People stay in charge

What your team still decides

The AP team checks drafts and decides every exception. Approval limits stay as they are today, and nothing is paid automatically. Totals and tolerances are calculated by the software, not by the AI.

04 · Measured in the prototype

How we’d know it’s working

  • Field-level accuracy on a set of past invoices
  • Minutes spent per invoice, before and after
  • Share of invoices that still need a person
  • Duplicates and over-PO invoices caught

We agree the bar with you before the prototype starts. If it isn’t met, you stop there.

Technology
Email APIOCRLLM APIRules engineAccounting APIReact review screens

Want something like this?

Tell us about it. On the free assessment we’ll look at your real examples and give you an honest view of what AI can take on.