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Customer Experience Management
Overview
March 2013
Causata v4 CXM Applications
© 2013 Causata Inc. All Rights Reserved.3 www.causata.com
Causata’s Customer Experience Solution
website click data
email campaign
data
machine data
CRM campaign
data
social campaign
data
mobile app data
personalized real-time
web experiences
targeted email and
messaging campaigns
context-driven sales and
service relationships
relevant social and
mobile ads
Hbase NoSQL data store
Web Personalization
Mobile & Social
Advertising
Event Pathing
Micro Customer
Segmentation
Next Best Offer
Multi-Channel Personalized OffersBehavioral Predictive Analytics
Marketing
Attribution
Customer Lifetime
Value
Email Content
Targeting
Identity Graph Predictive Profile Machine Learning
Causata enables B2C companies to turn their most valuable customer data into more personalized and
timely actions (offers, promotions and ads) to create richer customer experiences.
1st-Party Data
© 2013 Causata Inc. All Rights Reserved.4 www.causata.com
• Seeded with established industry-
specific events and attributes
• Pre-defined analytic variables for
common industry analysis
• Best-in-class predictive models and
machine learning algorithms
• Campaign optimization Dashboards
pre-built via SQL Interface
Industry Specific Analytic Applications
Financial Services
Share of Wallet
Balance Consolidation
Digital Media & Technology
Subscriptions Renewal
Optimize Customer Lifetime Value
Communications
Reduce Churn
Cross-Sell
Hospitality /
Entertainment
Recommendations
Personalized Content
© 2013 Causata Inc. All Rights Reserved.5 www.causata.com
HBase Data Store
• Causata event storage powered by
industry-standard HBase database
• Built-in high availability and sharding
of tables
• Linear & modular scaling to dozens of
TBs in response to system usage
• World-class monitoring via Cloudera
• Event load statistics for data quality
purposes
Cloudera
Monitoring
© 2013 Causata Inc. All Rights Reserved.6 www.causata.com
Flexible Identity Graph
• User-configurable Strategies to define
how strictly profiles are assembled
• Flexible event storage allows you to try
different Strategies for different
personalization applications
• Interactive animated customer
timelines highlight how profiles are
assembled
• Discover common profile linkages and
identifiers through Identity Statistics
Identity
Graph
History
© 2013 Causata Inc. All Rights Reserved.7 www.causata.com
Customer Analytics with Explore
• Simple Variable handling in Causata
Analytics simplifies analyst workflow
• Group variables by labels or data
types, and easily create customer
micro-segments
• Use refined variable sets and
segments consistently with Causata
Decisions for decisioning offers
• Export predictive variables to your
modeling tool of choice
Variable
Exploration
© 2013 Causata Inc. All Rights Reserved.8 www.causata.com
Paths
• Causata’s new Customer Journey
analytics application
• Visualize and break-down customer
journeys across channels
• Drill down into common paths to find
drop off points or cross-sell
opportunities
• Establish key customer segments for
personalized, multi-channel
campaigns
Customer
Paths
© 2013 Causata Inc. All Rights Reserved.9 www.causata.com
Machine Learning
• Reinforcement Learning techniques
automatically optimize cross-channel
offers to specific customer segments
• Online models continually learn decision
after decision, offer after offer
• Configurable settings to optimize for long-
term goals, such as lifetime value, or short-
term goals, such as next best offer
• It’s not a black box; gain visibility into the
performance of your machine-learning
decisions via Causata campaign statistics
and attribution dashboardsMachine
Learning
Statistics
© 2013 Causata Inc. All Rights Reserved.10 www.causata.com
Predictive Modeling
• Open-source R Package available to
seamlessly access Causata data via R
• Build powerful R models from Causata’s
predictive record sets to derive better
predictions of customer intent
• Publish linear and logistic regression
models from R to Causata to power
Causata Decisions in <50 ms
• Model scores are available over APIs and
SQL queries to make your organization
smarter about customers
Work
across R &
Causata
© 2013 Causata Inc. All Rights Reserved.11 www.causata.com
Access your Causata Data through SQL
• Causata SQL Interface enables SQL
queries into the Causata data store
• Access Causata’s powerful
event, identity graph and focal point
query features
• Leverage Causata event and customer
data via 3rd party tools such as R
• Build business dashboards in
QlikView, Tableau or other BI tools
Access via
ODBC tools
© 2013 Causata Inc. All Rights Reserved.12 www.causata.com
Marketing System Integrations
• Decisions API & Profiles API
integrate Causata decision results
with common marketing
systems, such as
CMS, Email, Advertising and CRM
• Import/export customer
segments, campaigns, offers, targeti
ng criteria and more
• Pre-built integration with Adobe
CQ, ExactTarget, SFDC and more
marketing applications Adobe CQ
Integration
© 2013 Causata Inc. All Rights Reserved.13 www.causata.com
Causata Architecture
Real-Time Decisions
Batch LoadsReal-time Events (JSON)
Data Capture Service
Identity Association Service
Campaign
Management
Time Series Event Store (HBase)
Predictive ModelsCustomer Profiles Machine LearningScenario Records
Web & Mobile
Behavioral Data
CRM &
Call Center Data
Databases &
Data Warehouse
Transactional Data ETL Tools
SQL Queries
Web
Personal-
ization
Email
Content
Targeting
Mobile &
Social
Advertising
Marketing
Attribution
Event Pathing
Micro-
Segmentation
Next Best Offer
Modeling Tools
R Package
Integration
PMML
Multi-Channel Offer PersonalizationPredictive Analytics Applications
© 2013 Causata Inc. All Rights Reserved.14 www.causata.com
Summary
• Open, horizontally-scalable, predictive analytics DMP with real-time decisioning
• Store granular data in time order to retain causal information and rapidly
assemble structured predictive records
• Exploratory analysis and advanced scoring models through advanced model
integration, machine learning and real-time APIs
• Automated, global optimization of marketing actions across web
content, email, call center and social/mobile content to drive business goals
• Integrated into 3rd party systems as a web service to scale linearly based on data
volumes
• Direct measurement of business returns through use of control groups for
benchmarking
Customer Case Studies
© 2013 Causata Inc. All Rights Reserved.16 www.causata.com
Customer Case Study | Online Bank
Pain
Maximize ROI for each marketing dollar spent on online customer cross-sell and retention.
Opportunity
Next Best Product offers for millions of end consumers.
Data Sources
Known and anonymous web clicks, email clicks, bank transactions, mobile app, customer
details and bill pay application.
Predictive Analytics & Decisioning
Predict next best product interests and offer response likelihood across investment
products, loans and new services. Optimize log-in and log-off pages with offers.
Results
Improving online offer conversions and product applications from 60% to 120% versus
control groups receiving random offers.
© 2013 Causata Inc. All Rights Reserved.17 www.causata.com
Customer Case Study | Top 10 Auto
Manufacturer with Digital Agency Partner
Pain
Better understand customer browsing behavior (pathing) and improve online performance through
personalized content and offers. Accelerate web conversions to dealer test drives and car quotes.
Opportunity
3 million consumer web interactions monthly via website. Predictive analytics and scoring for 1:1
website content targeting.
Data Sources
Web click behavior, car sales/leasing data, and demographic data.
Predictive Analytics & Decisioning
Predict most likely car of choice and offer response likelihood. Optimize content and offer
placement.
Results
Dispelled myths about certified pre-owned car and income-level/demographic browsing behavior.
Identified most successful paths and offers to convert visitors to test drives and car quotes.
© 2013 Causata Inc. All Rights Reserved.18 www.causata.com
Case Study | Online Gaming
Pain
Better understand online (web, mobile) betting behavior and sports interests in
order to optimize customer loyalty and profitability.
Opportunity
50 million consumer web interactions monthly, and 150 million offsite
interactions. Opportunity to understand customer and prospect interests early
and optimize Acquisition, Conversion and Retention.
Data Sources
Web click behavior, email campaign clicks, data warehouses for customer
data, ad impressions/clicks and online survey data.
Predictive Analytics & Decisioning
Predict next best interests and offer response likelihood. Optimize landing pages
and online ads with most relevant sporting and offer content. Reactivate lapsed
customers with targeted email campaigns and offers. Move from last-click
attribution to equal weighting.
© 2013 Causata Inc. All Rights Reserved.19 www.causata.com
Customer Case Study | Subscription Software
Pain
$100s millions annually in lost revenue from auto renewal refunds and retail
channel churn.
Opportunity
Build predictive churn and up-lift models to run proactive campaigns across
multiple digital and call center channels to increase auto renewal rates.
Data Sources
Known and anonymous web behavior, email campaign clicks, subscription
information, customer service inquiries, product use machine data.
Results
Launching multiple in-market retention campaigns in 2013 expected to
generate $10m+ in retention savings for both direct and indirect renewals.
Causata Overview Presentation

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Causata Overview Presentation

  • 2. Causata v4 CXM Applications
  • 3. © 2013 Causata Inc. All Rights Reserved.3 www.causata.com Causata’s Customer Experience Solution website click data email campaign data machine data CRM campaign data social campaign data mobile app data personalized real-time web experiences targeted email and messaging campaigns context-driven sales and service relationships relevant social and mobile ads Hbase NoSQL data store Web Personalization Mobile & Social Advertising Event Pathing Micro Customer Segmentation Next Best Offer Multi-Channel Personalized OffersBehavioral Predictive Analytics Marketing Attribution Customer Lifetime Value Email Content Targeting Identity Graph Predictive Profile Machine Learning Causata enables B2C companies to turn their most valuable customer data into more personalized and timely actions (offers, promotions and ads) to create richer customer experiences. 1st-Party Data
  • 4. © 2013 Causata Inc. All Rights Reserved.4 www.causata.com • Seeded with established industry- specific events and attributes • Pre-defined analytic variables for common industry analysis • Best-in-class predictive models and machine learning algorithms • Campaign optimization Dashboards pre-built via SQL Interface Industry Specific Analytic Applications Financial Services Share of Wallet Balance Consolidation Digital Media & Technology Subscriptions Renewal Optimize Customer Lifetime Value Communications Reduce Churn Cross-Sell Hospitality / Entertainment Recommendations Personalized Content
  • 5. © 2013 Causata Inc. All Rights Reserved.5 www.causata.com HBase Data Store • Causata event storage powered by industry-standard HBase database • Built-in high availability and sharding of tables • Linear & modular scaling to dozens of TBs in response to system usage • World-class monitoring via Cloudera • Event load statistics for data quality purposes Cloudera Monitoring
  • 6. © 2013 Causata Inc. All Rights Reserved.6 www.causata.com Flexible Identity Graph • User-configurable Strategies to define how strictly profiles are assembled • Flexible event storage allows you to try different Strategies for different personalization applications • Interactive animated customer timelines highlight how profiles are assembled • Discover common profile linkages and identifiers through Identity Statistics Identity Graph History
  • 7. © 2013 Causata Inc. All Rights Reserved.7 www.causata.com Customer Analytics with Explore • Simple Variable handling in Causata Analytics simplifies analyst workflow • Group variables by labels or data types, and easily create customer micro-segments • Use refined variable sets and segments consistently with Causata Decisions for decisioning offers • Export predictive variables to your modeling tool of choice Variable Exploration
  • 8. © 2013 Causata Inc. All Rights Reserved.8 www.causata.com Paths • Causata’s new Customer Journey analytics application • Visualize and break-down customer journeys across channels • Drill down into common paths to find drop off points or cross-sell opportunities • Establish key customer segments for personalized, multi-channel campaigns Customer Paths
  • 9. © 2013 Causata Inc. All Rights Reserved.9 www.causata.com Machine Learning • Reinforcement Learning techniques automatically optimize cross-channel offers to specific customer segments • Online models continually learn decision after decision, offer after offer • Configurable settings to optimize for long- term goals, such as lifetime value, or short- term goals, such as next best offer • It’s not a black box; gain visibility into the performance of your machine-learning decisions via Causata campaign statistics and attribution dashboardsMachine Learning Statistics
  • 10. © 2013 Causata Inc. All Rights Reserved.10 www.causata.com Predictive Modeling • Open-source R Package available to seamlessly access Causata data via R • Build powerful R models from Causata’s predictive record sets to derive better predictions of customer intent • Publish linear and logistic regression models from R to Causata to power Causata Decisions in <50 ms • Model scores are available over APIs and SQL queries to make your organization smarter about customers Work across R & Causata
  • 11. © 2013 Causata Inc. All Rights Reserved.11 www.causata.com Access your Causata Data through SQL • Causata SQL Interface enables SQL queries into the Causata data store • Access Causata’s powerful event, identity graph and focal point query features • Leverage Causata event and customer data via 3rd party tools such as R • Build business dashboards in QlikView, Tableau or other BI tools Access via ODBC tools
  • 12. © 2013 Causata Inc. All Rights Reserved.12 www.causata.com Marketing System Integrations • Decisions API & Profiles API integrate Causata decision results with common marketing systems, such as CMS, Email, Advertising and CRM • Import/export customer segments, campaigns, offers, targeti ng criteria and more • Pre-built integration with Adobe CQ, ExactTarget, SFDC and more marketing applications Adobe CQ Integration
  • 13. © 2013 Causata Inc. All Rights Reserved.13 www.causata.com Causata Architecture Real-Time Decisions Batch LoadsReal-time Events (JSON) Data Capture Service Identity Association Service Campaign Management Time Series Event Store (HBase) Predictive ModelsCustomer Profiles Machine LearningScenario Records Web & Mobile Behavioral Data CRM & Call Center Data Databases & Data Warehouse Transactional Data ETL Tools SQL Queries Web Personal- ization Email Content Targeting Mobile & Social Advertising Marketing Attribution Event Pathing Micro- Segmentation Next Best Offer Modeling Tools R Package Integration PMML Multi-Channel Offer PersonalizationPredictive Analytics Applications
  • 14. © 2013 Causata Inc. All Rights Reserved.14 www.causata.com Summary • Open, horizontally-scalable, predictive analytics DMP with real-time decisioning • Store granular data in time order to retain causal information and rapidly assemble structured predictive records • Exploratory analysis and advanced scoring models through advanced model integration, machine learning and real-time APIs • Automated, global optimization of marketing actions across web content, email, call center and social/mobile content to drive business goals • Integrated into 3rd party systems as a web service to scale linearly based on data volumes • Direct measurement of business returns through use of control groups for benchmarking
  • 16. © 2013 Causata Inc. All Rights Reserved.16 www.causata.com Customer Case Study | Online Bank Pain Maximize ROI for each marketing dollar spent on online customer cross-sell and retention. Opportunity Next Best Product offers for millions of end consumers. Data Sources Known and anonymous web clicks, email clicks, bank transactions, mobile app, customer details and bill pay application. Predictive Analytics & Decisioning Predict next best product interests and offer response likelihood across investment products, loans and new services. Optimize log-in and log-off pages with offers. Results Improving online offer conversions and product applications from 60% to 120% versus control groups receiving random offers.
  • 17. © 2013 Causata Inc. All Rights Reserved.17 www.causata.com Customer Case Study | Top 10 Auto Manufacturer with Digital Agency Partner Pain Better understand customer browsing behavior (pathing) and improve online performance through personalized content and offers. Accelerate web conversions to dealer test drives and car quotes. Opportunity 3 million consumer web interactions monthly via website. Predictive analytics and scoring for 1:1 website content targeting. Data Sources Web click behavior, car sales/leasing data, and demographic data. Predictive Analytics & Decisioning Predict most likely car of choice and offer response likelihood. Optimize content and offer placement. Results Dispelled myths about certified pre-owned car and income-level/demographic browsing behavior. Identified most successful paths and offers to convert visitors to test drives and car quotes.
  • 18. © 2013 Causata Inc. All Rights Reserved.18 www.causata.com Case Study | Online Gaming Pain Better understand online (web, mobile) betting behavior and sports interests in order to optimize customer loyalty and profitability. Opportunity 50 million consumer web interactions monthly, and 150 million offsite interactions. Opportunity to understand customer and prospect interests early and optimize Acquisition, Conversion and Retention. Data Sources Web click behavior, email campaign clicks, data warehouses for customer data, ad impressions/clicks and online survey data. Predictive Analytics & Decisioning Predict next best interests and offer response likelihood. Optimize landing pages and online ads with most relevant sporting and offer content. Reactivate lapsed customers with targeted email campaigns and offers. Move from last-click attribution to equal weighting.
  • 19. © 2013 Causata Inc. All Rights Reserved.19 www.causata.com Customer Case Study | Subscription Software Pain $100s millions annually in lost revenue from auto renewal refunds and retail channel churn. Opportunity Build predictive churn and up-lift models to run proactive campaigns across multiple digital and call center channels to increase auto renewal rates. Data Sources Known and anonymous web behavior, email campaign clicks, subscription information, customer service inquiries, product use machine data. Results Launching multiple in-market retention campaigns in 2013 expected to generate $10m+ in retention savings for both direct and indirect renewals.