Behavioral and Predictive Analytics

Jube helps you wrangle with data, use machine learning, make decisions, take action, communicate and get feedback…..in ultra real time.

Behavioral and Predictive Analytics for a variety of industries and applications:

  • Marketplace and Abuse Monitoring.

  • Anti Money Laundering \ Counter Terrorist Financing.

  • IoT Analytics (Industrial If This Then That)

  • Risk Based Authentication.

  • Fraud Prevention.

  • Network Monitoring and Intrusion Detection.

  • Advertising Technology and Real Time Bidding.

  • Stock Market Prediction.

  • Capacity and Allocation.

  • Predictive Maintenance.

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Bring your own data

Your data is very specific to your needs. Jube lets you create API’s in JSON or XML over HTTP. This API can be recalled real-time. The data could be almost anything, from advertising impressions to syslog messages.

 

Simplify Data Wrangling

Ask questions of your historic data in real-time. Use our Abstraction Rule Builder or Coder to create in memory filters before aggregating using a variety of functions. For example, how many transactions has a customer made in the last day that were under $3?

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Let the Machine Learn

Use Exhaustive, our embedded one click automated machine learning, or bring your own models built using R packages:

  • Linear Regression.

  • Logistic Regression.

  • Regression Trees.

  • C5 Decision Trees.

  • Naive Bayesian Network.

  • Neural Networks (including Deep Learning).

Learn R modeling with our tutorials.

 

Do Something

Using our rules engine to match upon the machine learning output and other factors to initiate actions.

Actions include declining an event, sending email \ SMS, sending to case management and increasing a counter (lightweight state storage).

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Feedback the Beast

Send work to end users (such as customer service agents) to review the quality of the machine learning and obtain crucial feedback.