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# Detect irrelevant receipts on mobile

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.

[![](https://storage.crisp.chat/users/helpdesk/website/-/7/b/8/c/7b8c0418ea8fb800/2d1995b9-c81d-46d7-b334-1e1549_nm5pw9.png)](https://downloads.intercomcdn.com/i/o/1110419421/b3620a94d8849779edc1cdf6/Capture+d%E2%80%99e%CC%81cran+2024-07-11+a%CC%80+16_56_54.png?expires=1777574700&signature=792e80edac71be1df17b1729caf912acc8b8e84e3281c1479a6ce0ef79afe9df&req=dSEmFs1%2FlIVdWPMW1HO4zbIuGr03j3Yi3qz94aEtNIt4QYq77b3sngpOz99h%0AmcKzVZSy4IgyvZwcynU%3D%0A)

# 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.

Attachment icon

[RPReplay_Final1690185113.MP4.mp4](https://spendesk-0eff75f1d549.intercom-attachments-1.com/i/o/797796849/1a0450a3c83adc8475a9282d/RPReplay_Final1690185113.MP4.mp4?expires=1777574700&signature=fa858f6c710e6149ee1a523219861698d2a5ad0d30f4de562622097c290de601&req=cykgEcB4lYVWFb4f3HP0gJ8OlP2da86xicyNaa6U%2Bm%2FdopxIQ1JgFuztdd%2F9%0Ao2cWPO%2FVKQ%3D%3D%0A)