The need for automating document-based processes (e.g., invoices).

Enterprise Resource Planning (ERP) systems are the backbone of modern businesses, centralizing critical operations from finance and human resources to supply chain and customer relationships. Yet, even the most sophisticated ERP deployments often face a significant bottleneck: the manual handling of documents. Paper-based or scanned digital documents, such as invoices, purchase orders, delivery notes, and reports, represent a vast reservoir of essential data that must be painstakingly entered into the system.

Consider the accounts payable process. Each incoming invoice requires manual data extraction—vendor name, invoice number, date, line items, quantities, prices, and tax information—before it can be matched against purchase orders or goods receipts and finally posted for payment. This repetitive task is not only time-consuming but also prone to human error, leading to discrepancies, delayed payments, and potential financial losses.