Document Understanding
Manual human processes are largely driven by paper. The first step in moving to automate processes has often been around automating the data entry process a human does when reading a piece of paper and entering the critical data on that paper into a system. Common paper documents are:- Invoices
- Receipts
- Shipping Notes
- Claims
- Pay Slips
- Statements
- Timesheets
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Image Understanding
As organisations deploy more CCTV and image capture devices, the number of images/videos they must analyse increases. This creates additional human work.
By training computer vision models with objects that organisations are looking for, or are out of the ordinary, organisations will be able to fast track the response where an object is detected or something out of the ordinary is occurring. This can be applied to:
- Asset monitoring
- Crowd monitoring
- Environment monitoring
- Security