APPROACH
We provided a solution by
- Applying different techniques to detect and extract text from the scanned documents
- Training our AI models for information extraction activity on larger datasets
- Transfer learning techniques applied to optimize for custom requirement.
KEY BENEFITS
- Overall accuracy of over 80% and around 90% for some key fields
- Ability to quickly customize for new fields and invoice templates
RESULTS
- ~80%+ Accuracy – Client was able to semi-automate most of the manual invoice processing.
- 500K Impact – Resources were redeployed for higher end work resulting in more revenues