DATASHEET
Pentaho Data Science Pack
Customer Spotlight: Caterpillar Marine Asset Intelligence
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-
WHAT DOES THE DATA SCIENCE PACK ( WEK A + R)
DO FOR CAT ® MARINE ASSET INTELLIGENCE?
The Data Science Pack (DSP) allows CAT® Marine Asset Intelligence to take sensor data from large marine fleets, such
as the US NAVY, for advanced analytics. CAT® Marine Asset
Intelligence looks at sensor data via satellite, and other
operations data from their customers to help them achieve
efficiency. Without the ability to extrapolate and model
patterns, CAT® Marine Asset Intelligence would only be able
to provide HINDSIGHT. With predictive capabilities they can
ness value by transforming their refined data
into foresight.
WHO ARE THE USERS OF THE DSP?
Data scientists, analysts, data warehouse managers at
CAT® Marine Asset Intelligence all benefit from the DSP.
The integration process is staged in PDI removing the
need to learn need a programming language and in some
cases, the integrations can be completed via visual drag
and drop alone.
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
“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
Data Integration
Weka with PDI, we are now helping
Satellite
clients blend a 360-degree view of all equipment data
sources to enable early prediction of potential
PDI
machinery failure.”
Local Machine
and Server Data
Data
Science
What types of data does ESRG access?
Pack
Cross Department
Operations Data
End-User
Dashboards
PDI
NoSQL,
RDBMS,
or Hadoop
Cluster
Research
Analysts
Data
Science
Pack
For ESRG, PDI connects to operational data, unstructured, semi-structured, machine and
Datais
Validation
server data. This data is then modeled via predictive algorithms (DSP). There
no actual
and Governance
limitation to what type of data ESRG can leverage if PDI connects to it.
In summary:
> ADOES
more ESRG
complete
360 view of their customer,
by predicting behavior
WHAT T YPES OF DATA
ACCESS?
IN SUMMARY:
PDI governance
connects to and quality resulting
For CAT® Marine Asset> Intelligence,
• A morein
complete
360 view
of their
customer
Improved data
better, more
accurate
insights
andto drive
operational data, unstructured,
semi-structured,
higher uptime and reduce total cost of ownership
foresight leading
to improved customer satisfaction
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 algorithms
Therethose
is no insights
actual to their customers
better,
more accurate
insights and foresight leading
then(DSP).
monetize
delivering
PDI dashboard
®
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
Be social
with Pentaho:
Copyright ©2016 Pentaho Corporation. All rights reserved. Worldwide +1 (866) 660 7555.
016-541
pentaho.com/contact | +1 (866) 660-7555