Deep Learning-Based Intelligent Document Data Extractor
Over 100 years’ collective experience in hard core Data Science.
Expertise in the best Statistical methods and Machine Learning (ML) powered Artificial Intelligence (AI) solutions for hyper automation of your most complex business problems.
Applicability across Verticals and Domains making businesses future-ready and profitable.
Business Challenges
Manual data extraction from scanned images & PDFs (e.g. Invoices, Bank Statements, Diagnostics Report etc) is very cumbersome and error prone. Teams spend hours in this manual data extraction work. The process is very expensive and still not very accurate
Handling multiple document format is a very big challenge. Making code changes to on-board new document type is very difficult
Defining extraction rules for each document category is very painful, especially when the number of document categories keep increasing
If the input scanned documents has multiple categories of documents in the same file, then classification & extraction of the data is very complex.
The data extraction accuracy with traditional OCR system drops with the complexity of the input document
The OCR solution available from leading cloud service providers does not give a satisfactory result. For complex document type, the data extraction accuracy is well be 60%. More over, no option is provided for custom training of new document types
The traditional OCR fails when complexity in the input changes. Also with the change in Input file format, the plain OCR approach requires a code changes. Moreover, traditional OCR does not support data extraction from Engineering Diagrams, Symbols, Logo, Complex Tables, Images etc