Automation Services: RPA Document Understanding Framework
Automation Services: RPA Document Understanding Framework
10 PagesThis Innovatix whitepaper outlines how Document Understanding (DU) with UiPath automates data extraction from structured, semi-structured, and unstructured documents, including invoices, receipts, and handwritten forms. DU leverages OCR, NLP, template-based extractors, and ML models to classify, extract, validate, and export data. The architecture includes three sub-processes: Initiator (classification, extraction, validation), Action Center (task assignment, human-in-loop), and Post Processing (data export, model training). Benefits include higher accuracy, reduced manual effort, scalability, and reliable downstream integration.
