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‘Plotting’ the Customer 
Journey with Big Data 
Analytics 
Matt Schumpert 
Boston Big Data Meetup 
09.24.14 
© 2014 Datameer, Inc. All rights reserved.
What is Datameer? 
Datameer is the only end-to-end big data analytics 
application purpose-built for Hadoop. 
We enable companies to integrate, analyze 
and visualize all of their data for 
fastest time to new Insights.
Where we fit in: 
Solutions Network 
© 2013 Datameer, Inc. All rights reserved. 
Analytics 
Platform 
Hardware 
optimization 
Predict 
Customer 
Churn 
Internet of 
Things 
Advanced Log 
Analytics 
Fraud 
Analytics 
Customer 
Journey 
and more
How we got here: 
© 2014 Datameer, Inc. All rights reserved. 
Nov. 2009 
Datameer founded 
2012 V 2.1 
First big data app 
market 
2014 V 4.0 
Visual, end-to-end 
2010 V 1.0 
First end-user 
application for Hadoop 
2012 V 2.0 
First big data 
infographic designer 
2013 V 3.0 
First visual data mining 
2011 V 1.3 
First adv. security 
model for Hadoop 
NDA
What we deliver: 
Point-and-click Analytics 
250+ pre-built functions 
Plug-in API 
© 2014 Datameer, Inc. All rights reserved. 
Drag-and-Drop Visualization 
Any device 
Wizard-led Data Integration 
55+ Connectors 
Plug-in API
How we’re different: 
© 2014 Datameer, Inc. All rights reserved. 
Datameer 
ETL Data 
Warehouse BI 
VS
Deep Enterprise Integration 
Data Sources Modeling 
© 2014 Datameer, Inc. All rights reserved. 
Social 
Media 
RSS/Web 
RDBMS 
Hive 
HBase 
Cassandra 
Web Logs/ 
Application 
Logs 
Java 
Virtualization 
Security 
LDAP 
Monitoring 
Scheduling 
Application
Big Data Use Cases
Big Data Analytics Use Cases 
New Product 
Innovation 
© 2014 Datameer, Inc. All rights reserved. 
Customer 
Analytics 
Operational 
Analytics 
EDW 
Optimization 
Fraud and 
Compliance
Goal: Fastest Time to Insights 
Spreadsheet (1-2 months) 
Integrate Analyze Visualize 
Traditional BI (12-18 months) 
Custom Big Data (18-24 months) 
© 2014 Datameer, Inc. All rights reserved. 
Time 
Simplicity 
Complex 
ETL Data Warehouse BI 
Sqoop 
Oozie Pig Hive Sentry Mahout
Customer Analytics 
Increase Customer 
© 2014 Datameer, Inc. All rights reserved. 
Acquisition 
Increase Revenue 
per Customer 
Product Enhancement 
Reduce Customer Churn 
Decrease Customer 
Acquisition Cost
Business Challenges 
Marketing and loyalty teams want to understand: 
Customer buying journey 
What behaviors make high-value customers 
What behaviors that lead to churn 
© 2014 Datameer, Inc. All rights reserved.
New Insights From All Your Data 
© 2014 Datameer, Inc. All rights reserved. 
Public Data/ 
Demographic 
Data 
Web 
Mobile 
Advertising 
Marketing Automation 
CRM 
Social Media 
Transaction Data / ERP
Understand Your Customer Journey 
Harmonize customer interaction data 
to understand customer journey 
Understand high-value customer 
behavior 
Identify the most common paths to 
customer churn 
Perform market basket analysis to 
improve with cross-sell / up-sell 
© 2014 Datameer, Inc. All rights reserved.
Insights You Never Had Before 
Multiple Trial Downloads Read one eBook (Guide) Webinar Participation Frequent Site Visitor 
© 2014 Datameer, Inc. All rights reserved. 
More than 4 Times 
• Documentation 
• Product 
• Learn
Customer Journey - Shipping 
© 2014 Datameer, Inc. All rights reserved.
Customer Journey - Retail 
© 2014 Datameer, Inc. All rights reserved.
Success Stories
Reduce Customer Acquisition 
Costs 
Customer acquisition costs 
30% Lower 
© 2014 Datameer, Inc. All rights reserved.
Reduce Customer Churn 
Reduced Customer Churn 
© 2014 Datameer, Inc. All rights reserved. 
Public Data/ 
Demographic 
Data 
CRM 
Web 
Call Center 
by 50% Predict and Prevent 
Customer Churn
Enhance Existing Products 
Increase Revenue by 2x Reduced IT Costs by 50% 
Game Event Logs 
© 2014 Datameer, Inc. All rights reserved. 
User Profile 
Customers Segment 
17-30 Men 30-45 Men 
Young Women 
User Behavior by Segment
5 Billion Customer Attributes 
Analyzed in 1 hour 
7x More Data Points, 96% Faster 
Customer Attributes 
Processed (billions) 
Before Now 
0.7 5 
© 2014 Datameer, Inc. All rights reserved. 
Analytics Time 
36 hours 1 hour
Demo: 
Logistics Company
For More Information … 
www.datameer.com 
@datameer 
© 2014 Datameer, Inc. All rights reserved.
@Datameer

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Plotting Customer Journey Big Data Analytics

  • 1. ‘Plotting’ the Customer Journey with Big Data Analytics Matt Schumpert Boston Big Data Meetup 09.24.14 © 2014 Datameer, Inc. All rights reserved.
  • 2. What is Datameer? Datameer is the only end-to-end big data analytics application purpose-built for Hadoop. We enable companies to integrate, analyze and visualize all of their data for fastest time to new Insights.
  • 3. Where we fit in: Solutions Network © 2013 Datameer, Inc. All rights reserved. Analytics Platform Hardware optimization Predict Customer Churn Internet of Things Advanced Log Analytics Fraud Analytics Customer Journey and more
  • 4. How we got here: © 2014 Datameer, Inc. All rights reserved. Nov. 2009 Datameer founded 2012 V 2.1 First big data app market 2014 V 4.0 Visual, end-to-end 2010 V 1.0 First end-user application for Hadoop 2012 V 2.0 First big data infographic designer 2013 V 3.0 First visual data mining 2011 V 1.3 First adv. security model for Hadoop NDA
  • 5. What we deliver: Point-and-click Analytics 250+ pre-built functions Plug-in API © 2014 Datameer, Inc. All rights reserved. Drag-and-Drop Visualization Any device Wizard-led Data Integration 55+ Connectors Plug-in API
  • 6. How we’re different: © 2014 Datameer, Inc. All rights reserved. Datameer ETL Data Warehouse BI VS
  • 7. Deep Enterprise Integration Data Sources Modeling © 2014 Datameer, Inc. All rights reserved. Social Media RSS/Web RDBMS Hive HBase Cassandra Web Logs/ Application Logs Java Virtualization Security LDAP Monitoring Scheduling Application
  • 8. Big Data Use Cases
  • 9. Big Data Analytics Use Cases New Product Innovation © 2014 Datameer, Inc. All rights reserved. Customer Analytics Operational Analytics EDW Optimization Fraud and Compliance
  • 10. Goal: Fastest Time to Insights Spreadsheet (1-2 months) Integrate Analyze Visualize Traditional BI (12-18 months) Custom Big Data (18-24 months) © 2014 Datameer, Inc. All rights reserved. Time Simplicity Complex ETL Data Warehouse BI Sqoop Oozie Pig Hive Sentry Mahout
  • 11. Customer Analytics Increase Customer © 2014 Datameer, Inc. All rights reserved. Acquisition Increase Revenue per Customer Product Enhancement Reduce Customer Churn Decrease Customer Acquisition Cost
  • 12. Business Challenges Marketing and loyalty teams want to understand: Customer buying journey What behaviors make high-value customers What behaviors that lead to churn © 2014 Datameer, Inc. All rights reserved.
  • 13. New Insights From All Your Data © 2014 Datameer, Inc. All rights reserved. Public Data/ Demographic Data Web Mobile Advertising Marketing Automation CRM Social Media Transaction Data / ERP
  • 14. Understand Your Customer Journey Harmonize customer interaction data to understand customer journey Understand high-value customer behavior Identify the most common paths to customer churn Perform market basket analysis to improve with cross-sell / up-sell © 2014 Datameer, Inc. All rights reserved.
  • 15. Insights You Never Had Before Multiple Trial Downloads Read one eBook (Guide) Webinar Participation Frequent Site Visitor © 2014 Datameer, Inc. All rights reserved. More than 4 Times • Documentation • Product • Learn
  • 16. Customer Journey - Shipping © 2014 Datameer, Inc. All rights reserved.
  • 17. Customer Journey - Retail © 2014 Datameer, Inc. All rights reserved.
  • 19. Reduce Customer Acquisition Costs Customer acquisition costs 30% Lower © 2014 Datameer, Inc. All rights reserved.
  • 20. Reduce Customer Churn Reduced Customer Churn © 2014 Datameer, Inc. All rights reserved. Public Data/ Demographic Data CRM Web Call Center by 50% Predict and Prevent Customer Churn
  • 21. Enhance Existing Products Increase Revenue by 2x Reduced IT Costs by 50% Game Event Logs © 2014 Datameer, Inc. All rights reserved. User Profile Customers Segment 17-30 Men 30-45 Men Young Women User Behavior by Segment
  • 22. 5 Billion Customer Attributes Analyzed in 1 hour 7x More Data Points, 96% Faster Customer Attributes Processed (billions) Before Now 0.7 5 © 2014 Datameer, Inc. All rights reserved. Analytics Time 36 hours 1 hour
  • 24. For More Information … www.datameer.com @datameer © 2014 Datameer, Inc. All rights reserved.