HOW DOES AI built DATA CAPTURE WORK?
Cognitive data capture is a two-step procedure: data extraction followed by validation and correction. This delivers a set of data values paired with metadata information for use in related business processes.
Much like the way humans scan documents, Star uses a unique type of spatial OCR to scan forms to understand their structures, patterns, and potential meanings. The platform’s neural networks then generate candidates, choosing the most suitable ones based on their confidence scores.
Following this, Rossum reads the data carefully, capturing each field’s content. As the precision of character location increases, the application uses a proprietary OCR solution to transcribe the final text strings, assigning each one a confidence score.