Intelligent Document Processing (IDP)
Optical Character Recognition (OCR) + Deep Learning +
Robotic Process Automation (RPA) + Human-in-the-loop (HITL)
Optical character recognition (OCR)
analyzes an image, detects whether it contains text based on patterns, and extracts that text into a machine-readable format. It can also help convert handwritten characters into a machine-readable format.
Machine learning (ML)
is a computer system’s ability to independently improve its own performance through data exposure, outcomes, and a feedback loop. Patterns in vast volumes of data can be detected and interpreted using machine learning.
brings human intelligence into the loop to decide on exceptions, approvals, and escalations, which enables seamless automation of complex processes. This provides training for machine learning algorithms and enhances throughput.
- Multiple sources
- Multiple document types
- Customer / country detection
- Automatic rule validation
- External data matching
- Human intelligence to manually correct errors
- Input structured data into target system (e.g. ERP)