HERE ARE A FEW WAYS DEEP LEARNING MAKES AUTOMATION POSSIBLE
Automating information extraction - With machine learning, you don't have to spend time going through images of several documents, reading information about customers, data about transactions, prices of products bought or sold, etc. OCR allows us to automatically extract information in images and convert it to machine readable text that can be put into the right structure.
Human-in-the-loop information review - Once the information is extracted, it can be reviewed by a user to make sure the information is captured and entered in the correct fields, etc. This is almost a 90% reduction in time when compared to processes that require us to read the data and enter it into a software manually.
Improving accuracy and performance - Businesses are often faced with poor data entry practices by employees leading to inaccurate information stored. This can be remedied with well trained iOCR models that can perform at least as well as humans but in a much shorter time. Continuous learning and integration will help the models get even better over time.