The goal of this feature is to detect in real-time if a photo added to a payment is a valid receipt (thanks to machine learning) or not.
That is to reduce the rate of receipts marked as invalid by the Finance team.
Description
Our Machine Learning algorithm will help reduce the number of invalid receipts by issuing a warning when an employee uploads a wrong document. The employee then has the choice between uploading a different document or ignoring the warning.
How it works
We have trained the tool to recognize receipts amongst files that aren't (and vice versa).
Technically, it's based on machine learning (= a neural network) that has been trained with all kinds of receipts, and will therefore detect whether it "looks" like a receipt.
Limitations
It is only available on mobile for now.
Demo
Check the video uploaded below for more details on how it works.