AI Enhancements with Document Recognition (FIS / fci)

FIS/fci Cloud serves as a central entry component for all types of documents – whether incoming invoices, sales orders, order confirmations, delivery notices or payment advices. The solution uses a hybrid approach: a combination of AI-based recognition and classical OCR.

The software was an early example of utilising machine learning technology to train the system with data (i.e. from examples of specific vendor invoices) before automation.

FIS / fci Cloud have enhances recognition using AI

• Document recognition takes place in two phases using a hybrid approach: AI and OCR
• The AI model was trained with over 250,000 documents
• A comprehensive database and the use of machine learning to further train AI recognition

Key Benefits

The Machine Learning engines significantly improved recognition quality – especially for new and unknown document types

• Much shorter processing times
• More efficient recognition rates.