Financial Process Automation with RPA
Automating invoice processing, reducing manual work by 80%
Project overview
FinanceFirst Corp processed 50,000+ invoices monthly across multiple formats (PDF, email, scanned documents). A team of 25 accountants spent 80% of their time on data entry, validation, and routing — tedious, error-prone work that delayed payments and frustrated vendors.
We implemented an intelligent process automation solution combining RPA, OCR, and ML to extract invoice data, validate against purchase orders, handle exceptions, and trigger approvals automatically. The system now processes invoices in minutes instead of days.
The challenge
Manual Data Entry: 25 employees spending 80% of time on repetitive tasks
Format Variability: Invoices in 100+ different formats from different vendors
Error Rates: 5-8% error rate in manual data entry causing payment delays
Processing Delays: Average 7-day invoice processing time
Compliance: SOX and audit trail requirements for all financial transactions
Our solution
Intelligent OCR: ML-powered document extraction handling various formats
RPA Bots: UiPath robots for data entry, validation, and routing
Smart Validation: Automated PO matching and GL coding
Exception Handling: ML classification routing complex cases to specialists
Workflow Engine: Automated approval routing based on amount and category
Audit Trail: Complete logging and compliance reporting
Measurable results
Reduction in manual processing time
Accuracy rate in automated data extraction
Average processing time (down from 7 days)
Annual cost savings from efficiency gains
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