In this blog post, we explore how Rosterly's R-NER (Named Entity Recognizer) AI technology is revolutionizing timesheet data entry for IT firms. By using advanced tools like PaddleOCR, BERT, and BiLSTM, Rosterly’s system can accurately extract, categorize, and process timesheet data from various formats, reducing manual entry errors and improving efficiency. This cutting-edge solution helps finance teams save time, ensures higher data accuracy, and speeds up billing cycles, transforming how businesses handle workforce and financial management.