Pentaho Data Science Pack Customer Spotlight: Caterpillar Marine Asset Intelligence

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WHO IS CAT® MARINE ASSET INTELLIGENCE? WHY DOES CAT® MARINE ASSET INTELLIGENCE CAT® Marine Asset Intelligence provides leading-edge USE THE DATE SCIENCE PACK? maritime data analysis and remote monitoring technol- CAT® Marine Asset Intelligence uses the DSP (PDI WEKA ogy, committed to reducing operations and maintenance forecasting + R output step) they struggled for years as costs for industrial machinery owners and equipment the quote below supports to integrate data flows with manufacturers (OEM’s) by implementing condition predictive algorithms. They had to guess or manually monitoring strategies. Their advanced, automated script predictive outputs, and without orchestrated jobs analytics is based on nearly 40 million hours of marine and transformations, they had no data governance. The engine data and analytics. DSP and PDI remove these IT barriers, plus create busi- ness value by transforming their refined data WHAT DOES THE DATA SCIENCE PACK (WEKA + R) into foresight. DO FOR CAT® MARINE ASSET INTELLIGENCE? The Data Science Pack (DSP) allows CAT® Marine Asset Intel- WHO ARE THE USERS OF THE DSP? ligence to take sensor data from large marine fleets, such Data scientists, analysts, data warehouse managers at as the US NAVY, for advanced analytics. CAT® Marine Asset CAT® Marine Asset Intelligence all benefit from the DSP. Intelligence looks at sensor data via satellite, and other The integration process is staged in PDI removing the operations data from their customers to help them achieve need to learn need a programming language and in some efficiency. Without the ability to extrapolate and model cases, the integrations can be completed via visual drag patterns, CAT® Marine Asset Intelligence would only be able and drop alone. to provide HINDSIGHT. With predictive capabilities they can model ways for their customers to save money and time with data-driven FORESIGHT.

“There was a gap in the market until now and people like myself were piecing together solutions to help with the data preparation, cleansing and orchestration of analytic data sets. The Pentaho Data Science Pack fills that gap to operationalize the data integration process for advanced and predictive analytics. Having embedded Pentaho for over seven years to provide remote and onboard analytics for maritime fleets and ships and several years experience with Pentaho Data Integration Weka with PDI, we are now helping clients blend a 360-degree view of all equipment data sources to enable early prediction of potential machinery failure.”

– KEN KROONER President, CAT® Marine Asset Intelligence In Their Own Words:

“There was a gap in the market until now and people like myself were piecing together solutions to help with the data preparation, cleansing and orchestration of analytic data sets. The Pentaho Data Science Pack fills that gap to operationalize the data integration process for advanced and predictive analytics,” said Ken Krooner, President at ESRG. “Having embedded Pentaho for over seven years to provide remote and onboard analytics for maritime fleets and ships and several years experience with Pentaho Fleet Data via End-User Data IntegrationSatellite Weka with PDI, we are now helping Dashboards clients blend a 360-degree view of all equipment data sources to enable early prediction of potential machinery failure.” PDI PDI

Local Machine Research and Server Data Analysts NoSQL, Data RDBMS, Data or Hadoop What types of data does ESRG access?Science Science Pack Cluster Pack For ESRG, PDI connects to operational data, unstructured, semi-structured, machine and Cross Department server data. This data is then modeled via predictive algorithms (DSP). ThereData is Validation no actual and Governance Operations Data limitation to what type of data ESRG can leverage if PDI connects to it.

In summary: WHAT TYPES OF DATA> A DOES more ESRGcomplete ACCESS? 360 view of their customer,IN SUMMARY: by predicting behavior ® For CAT Marine Asset> Intelligence,Improved data PDI governanceconnects to and quality resulting• A more incomplete better, more 360 view accurate of their insights customer and to drive operational data, unstructured,foresight leading semi-structured, to improved customer satisfactionhigher uptime and reduce total cost of ownership machine and server data. This data is then modeled • Improved data governance and quality resulting in > ESRG could develop predictive capabilities within only one week using Pentaho and via predictive algorithmsthen (DSP). monetize There those is no insightsactual to their customersbetter, delivering more accurate PDI dashboard insights and foresight leading limitation to what type of data CAT® Marine Asset to improved customer satisfaction Intelligence can leverage if PDI connects to it. • CAT® Marine Asset Intelligence could develop predictive capabilities within only one week using Pentaho and then monetize those insights to their customers delivering PDI dashboard

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