Artificial Intelligence (AI) Example: Order Management

This video gives an example for how to use AgilePoint NX to create an Order Management application that uses artificial intelligence with Microsoft Azure Machine Learning.

Video

Embedding for the video for this example is not available at this time. To view the video, refer to http://agilepointnxblog.com/wp-content/uploads/2017/08/Machine-Learning.mp4

Prerequisites

  1. An order management application that is already created, and has been run enough times to create a dataset to train the data model.
  2. A predictive data model in Azure Machine Learning Studio that is trained with historical data and customer demographics related to the Order Management application.
  3. The Microsoft Azure Machine Learning activity is configured in the process to map the schema with Azure Machine Learning Studio.

Process Overview

  1. In the order management process, after PayPal approves the payment authorization request, the Microsoft Azure Machine Learning activity gives prediction whether a transaction is high risk.
  2. If the transaction agrees with high risk status, the process routing changes for a second level verification.

Technologies