3.2.2 Other Available Samples on Cloud Marketplace

This section lists all the available sample pipelines on the Cloud Marketplace.

Risk and Fraud Management Sample

The risk and fraud management sample analyzes a credit card transaction stream for potential fraud. In this example, in-store purchases that are 500 miles apart and within a span of few hours, from the same credit card number is deemed fraudulent. The dashboard displays fraud stats by card-type, location, etc.

Transportation and Logistics Sample

This sample analyzes data from city buses for driving violations. Consistent violations are sent to a downstream insurance pricing application, to mitigate risk and ensure public safety. The dashboard displays driving violations by driver age, highways where violations are occurring, etc.

Customer Experience and Consumer Analytics Sample

The pipeline in this example ingests service-request call data and applies rules to analyze the likelihood of a customer leaving the merchant. The rules consider facts like number of days a service request has been pending, the number of follow-up calls the customer made, previous customer purchases, etc., to predict churn. Potential churn can then be mitigated by proactively reaching out to customers with offers, rewards, etc.

Telecommunications Sample

The telecom sample analyzes logs from an Nginx reverse proxy to proactively alert on security violations, application outages, traffic patterns, redirects, etc.

Retail Sample

The retail sample analyzes credit card purchases in real-time and drives additional sales by making compelling offers. Offers are made based on customer location, past purchase history, etc. The sample also uses a Machine Learning model to score the likelihood of the customer redeeming the offer. Offers are dropped if the likelihood of redemption is low.