The problem
Every invoice arrived differently - email attachments, scans, portals - and each one was manually read, retyped into the accounting system, checked against orders, and forwarded for approval. Two full-time employees did nothing else. Errors crept in exactly where you'd expect: manual data entry under deadline pressure.
What we built
An automated pipeline that ingests invoices from every source, extracts the data, validates it against existing records, and routes each invoice to the right approver and the right system - no retyping anywhere. Exceptions (unclear scans, mismatched amounts) go to a human review queue with the extracted data pre-filled.
The results
- 2 full-time roles eliminated from manual processing - the people moved to work that actually needs judgment.
- ROI in 4.5 months - measured against the fully loaded cost of manual processing.
- Fewer errors - validation happens on every invoice, not just the ones someone had time to double-check.
What this means for your business
Invoice processing is one of the highest-certainty automations in business: the input is structured, the rules are known, and the cost of the manual version is easy to measure. If your team retypes documents into systems, we can usually tell you the payback period on the first call.