Aito.ai is the easiest and yet versatile machine learning tool for RPA developers. Plug Aito in, and start making predictions in your intelligent workflows in a breeze. Predict missing data, match entries between system and mimic human decisions. All without complex rule-base. Try today!

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Chief Product Officer

This quick demo shows how to integrate intelligence into your automation processes without having to worry about training, hosting and maintaining machine learning models. It uses Aito predictive database to handle them for you behind the scenes.

  

The three basic steps to achieve this are:

1.  Collect a dataset of structured data (e.g. a spreadsheet)
2.  Upload the dataset into Aito instance (request an instance here: [https://aito.ai/request-trial/](https://aito.ai/request-trial/))
3.  Interact and make predictions with UiPath HTTP Request activity

  

The demo video is found in the "Media" tab.

  

For more info about the ML technology used, please visit [https://aito.ai/rpa/](https://aito.ai/rpa/)

How to use machine learning to categorize data ("Which business unit does this invoice belong to?") and predict missing values: "This invoice doesn't have a VAT-category. Which is the right one?"

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Purchase-to-pay process is a great ground for automation. While there are multiple parts in the process that still require human touch, one of the first aspect accounts payable teams seek to automate is to file the incoming purchase invoice to the ERP system for further processing.  
  
Using [Aito.ai](http://aito.ai/), the purchase invoice processing automation is a breeze, and you can leverage your existing work on UiPath. Aito can be used to predict multiple variables that are typically needed to file the purchase invoice in the ERP or accounting system, such as SAP: General ledger code, profit centre, VAT code, PO number (if missing), reviewer/approver and likelihood of fraudulent invoice.

  

An automation use case with Aito covers the entire life cycle, without the hassle:

*   **EXPERIMENT**: test the automation potential with your real data and calculate business case using Aito’s no-code tools. Aito can assist you in the PoC project.
*   **INTEGRATE**: use Aito’s simple API from UiPath to integrate predictions and data updates to your automation workflow.
*   **OPERATE**: Aito runs in the cloud and always keeps up to date with the latest data. There is no hassle or extra work during the operations phase.

Read from [Forbes.com](https://www.forbes.com/sites/patrickmoorhead/2021/05/25/the-finnish-post-reinvents-itself-with-new-technologies-including-robotic-process-automation-and-gamification/amp/) how our customer Posti (Finnish national logistics service) used Aito in their project, and in their intelligent automation in general.

Using Aito.ai machine learning tool, the purchase invoice processing automation is a breeze, and you can leverage your existing work on UiPath.