The Challenge
The firm’s accounts payable team spent 3 hours daily on manual invoice data entry. Errors in amounts, dates, and vendor information caused payment delays and reconciliation issues.
Our Approach
- Analysis: Mapped the invoice workflow and identified error-prone steps
- Extraction: Built an AI model to extract structured data from unstructured invoices
- Validation: Implemented automated cross-checks against purchase orders
- Integration: Connected to their accounting system via API
- Monitoring: Set up dashboards for accuracy tracking and exception handling
Results
- Processing errors dropped from 12% to less than 1%
- Invoice processing time reduced from 3 hours to 25 minutes daily
- Annual operational savings of $45,000
- Team now focuses on vendor relationship management