Blog Posts Process Management Service Oriented Architecture (SOA)

Machine Learning in Digital Process Automation — Part I by Ralf Mueller

Blog: PaaS Community

image

This is the first of a multi-part series of articles on how to use Machine Learning (ML) in Digital Process Automation and Integration applications in Oracle Integration Cloud. For this series, we’re using a mix of Oracle Cloud Services and implement a couple of use cases step by step. The first article (this one) focuses on setting up the Machine Learning environment and implementing the Machine Learning Model for our first use case.

Example Use Case

Approval Workflows are very popular examples of Process Automation applications since approvals are widely used in any organization, for example

The list can go on and on. For this series though, we take a use case from Sales and want to implement the following scenario

This is a typical situation for any company where Sales Reps bring in orders from customers and a Sales VP has to decide, if the order should be approved for this quarter or not. Especially towards a quarter-end, this can become quite stressful for the Sales VP, so some automation here would improve the Sales Process significantly and could help to handle more orders. Read the complete article here.

PaaS Partner Community

For regular information on Oracle PaaS become a member in the PaaS (Integration & Process) Partner Community please register here.

clip_image003 Blog clip_image005 Twitter clip_image004 LinkedIn image[7][2][2][2] Facebook clip_image002[8][4][2][2][2] Wiki

Technorati Tags: SOA Community,Oracle SOA,Oracle BPM,OPN,Jürgen Kress

Leave a Comment

Get the BPI Web Feed

Using the HTML code below, you can display this Business Process Incubator page content with the current filter and sorting inside your web site for FREE.

Copy/Paste this code in your website html code:

<iframe src="https://www.businessprocessincubator.com/content/machine-learning-in-digital-process-automation-part-i-by-ralf-mueller/?feed=html" frameborder="0" scrolling="auto" width="100%" height="700">

Customizing your BPI Web Feed

You can click on the Get the BPI Web Feed link on any of our page to create the best possible feed for your site. Here are a few tips to customize your BPI Web Feed.

Customizing the Content Filter
On any page, you can add filter criteria using the MORE FILTERS interface:

Customizing the Content Filter

Customizing the Content Sorting
Clicking on the sorting options will also change the way your BPI Web Feed will be ordered on your site:

Get the BPI Web Feed

Some integration examples

BPMN.org

XPDL.org

×