When a mid-size logistics company came to us, their accounts payable team was drowning. They processed over 400 invoices per month — manually. Each invoice required data entry, three-step approval, and reconciliation against purchase orders. The entire cycle took 15-20 minutes per invoice.
That's roughly 130 hours per month spent on a process that should take seconds.
The Problem
The company's invoicing workflow had grown organically over years. Invoices arrived via email, fax, and even physical mail. The AP team would:
- Manually extract data from each invoice (vendor, amount, line items, PO number)
- Cross-reference against the purchase order in their ERP system
- Route to the appropriate manager for approval via email
- Chase down approvals that stalled
- Enter the approved invoice into their accounting system
- Schedule payment
Error rates were around 8%, mostly from manual data entry mistakes. Late payments were common because invoices got stuck in approval queues.
Our Approach
We didn't try to replace their existing systems. Instead, we built an automation layer that connected everything they already used:
- Document parsing: Incoming invoices (email attachments and scans) are automatically parsed using OCR and structured data extraction. Key fields — vendor, amount, PO number, line items — are extracted with 97% accuracy.
- Automated matching: Extracted data is automatically matched against purchase orders in their ERP. Three-way matching (PO, receipt, invoice) happens in seconds instead of minutes.
- Smart routing: Invoices that pass matching rules are auto-approved under configurable thresholds. Exceptions are routed to the right approver based on department, amount, and vendor rules.
- Escalation: If an approval sits for more than 48 hours, the system escalates — first to the approver, then to their manager.
- Accounting sync: Approved invoices are automatically entered into the accounting system with all fields populated.
The Results
After three months of running the automated system:
- Processing time: Reduced from 15-20 minutes to 2-3 minutes per invoice (80% reduction)
- Error rate: Dropped from 8% to under 1%
- Late payments: Decreased by 90% thanks to automated escalation
- AP team capacity: The team now handles 600+ invoices per month without adding headcount
Key Takeaway
The biggest win wasn't the time savings — it was the elimination of friction. The AP team went from chasing down approvals and fixing data entry errors to handling exceptions and focusing on vendor relationships. The boring, repetitive work simply disappeared.
This is what good automation looks like: it doesn't replace people, it frees them up to do work that actually matters.