using a graph database for next-gen mdm
TRANSCRIPT
Mastering Customer Information with a Graph DB foundationThe foundation for an Agile Enterprise
Navin SharmaVP, Product [email protected]
Agenda
The Shameless PlugMarket Definition through the lens of a customer problem
Why Neo?Our Solution and IP
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We focus on helping you get it right by enabling transactions in commerce across five key areas.
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Customer Information Management
Connect all relevant data and insights across digital and physical boundaries
Location Intelligence
Adding location context to business data for enhanced insight
Customer Engagement
Delivering relevant and engaging interactions across the customer lifecycle
Shipping & Mailing
Driving parcel handling and mailing efficiency with end-to-end innovation
Global Ecommerce
Simplifying a complex global marketplace with predictable results
Mission for Customer Information Management
Strategic CIM should enable…..
Business Agility – The capacity to identify and capture opportunities more quickly than rivals
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© 2013 Forrester Research, Inc. Reproduction Prohibited 5
Source: October 10, 2013, “Technology Management In The Age Of The Customer” Forrester report
Why does it matter?
Data makes
this
possible.
CIM: A New Approach is Required
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Information Dynamics
Exponential Changes in Data Dynamics
Create New Challenges for the Business
• While the dynamics of data have drastically
changed CDM has remained the same (fixed schema, limited capacity, lengthy implementation)
IM(no change)
Customer Expectations
The Age of the Customer Brings Infinitely
Greater Expectations Upon your Business
• To rise to the new challenge a fundamentally
new approach is required(need for greater size, scope, speed, seamlessness)
Core Customer
Data
Data integrationData cleansing (data quality)Data supplementation (new data)Data enrichment (geocoding
Single View of Customer
Relationships
Products and services Purchased
Household Relationships
OrganizationalRelationships
LocationRelationships
Social Network
Complete View of Customer Interactions
Single view of Customer+ relationships+ all interactions
Transactional Information with Business Applications
Interactions Information from Social Media
Sales, Billing, Customer center, Support, etc
The Anatomy of a Customer Knowledge Graph
Applying analytical capability to create
insight
Customer-centric Insights
Explore Data
Predict future behavior
Optimize Interactions
Anonymous Web & Mobile Interactions
The Challenge
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Client Value?
Every business unit
and application
needed data:
“their way”
Every business unit
had applications
that supported their
LOB or Div.
LOB 3 Div 2
Div 1
Div 3
LOB 4
Div 7
LOB 5
Div 8
Div 5
Div 6
LOB 2LOB 1
Who is my best client?
What did they buy?
How much did they buy?
What should we sell them?
Difficult to Share Data Non-Standard Data
Business needed
answers:
Customer duplicates generated due to lack of
standardization and governance enforcement…
Impact to the Business
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Business could not understand what customers were buying
because no single view of customer was measurable.
Customer
• Sales
• Ordering/Shipping/Returning/ Billing
• Registration and enrollment
• Services/Warranty/Repair
• Taxing Jurisdictions
Mobile
SocialIn Store Contact Center
Field Service
Direct Sales
Channel SalesWeb
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End-to-End Customer Information Management
Traditional Approach
Understanding is constantly
evolving and dynamic
Multi-dimensional views enabled
and searchable all at once in the
right context
Instant Gratification
X Rigid data models tied to
RDBMS lack agility
X Limited views force the
business to know all the
questions to ask up-front
X Long implementation cycles
powered by
Choosing Graph and Neo4j
Started with graph databases and Neo4j in 2010
Early prototypes revealed key differentiators for MDM space
Why Neo4j?JavaMulti-platformHigh PerformanceACID Market LeaderOperational/Real-Time
powered by
Neo4j Implementation – Pitney IP
Visual schema managementVisual Query builderVisual Data DiscoverySOAP/REST web servicesSecurity featuresIntegration with Spectrum dataflow paradigmMaintain metadata countsConcurrent accessMultiple access modesAutomatic deadlock recovery/retryNLP-inspired model browserAudit and history logging
powered by
Best of Suite Information Management
Platform approach must account for all key CIM functions:
• Data Modeling• Data Integration• Data Quality• Data Enrichment• Master Data Management• Data Governance• Predictive Analytics• Data Federation
Model to your business
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Orchestrate
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Design and Iterate Publish
Visualize Measure
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Integrate and Federate
Text Based
CSVXMLSharePointUnstructured• MS Word• PDF• HTML• Excel• Other
Big Data
CassandraHiveHadoopMongoDBCouchbaseHDFSCloudera*Hortonworks*
Relational
GreenplumTeradataSAP HanaH2IngresMySQLNetezzaPostgreSQLOracleDB2MSSQLSybase…
Applications
Salesforce.comSiebelSAPNetsuite*MS Dynamics CRM*Google
SpreadsheetsESRIMapinfoOracle SpatialMS SQL SpatialPostGISHL-7
Cloud
Amazon S3MS AzureAmazon RedshiftSimpleDB
* Coming in Q2
Apply Data Quality and Process Governance
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Spectrum
Accounts, contactsand leads
Standardizeaddress
Identifyduplicates
Validateaddress
AppendDUNS
Exceptions
Data steward process
Salesforce Salesforce
Operationalscorecard
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• Who is a high spender?
• What is their propensity
to buy?
• Is the customer within my
pre-defined Geo-fence?
• How does it influence my
marketing offers?
• Who is both influential in their community
& a high spender?
• Which products would customers prefer that
others “like” them have purchased?
And Combine it with Insights
Visualize the Knowledge Graph
Search the Knowledge Graph
Shows us as a contact at a commercial policy
Shows up as a primary individual policy holder
Search the Knowledge Graph
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Search the Knowledge Graph
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Integrate the Knowledge Graph
Other key capabilities
• Master-Slave architecture• Hot Back-up support• Full ACID-compliance• Role-based security at the entity,
relationship or property level• Merge or Split hierarchies• SOA enabled services• Integrated DI, DQ, Stewardship• Built-in reporting and analytics• Rules-based event triggers
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Benefits
Agile and incremental approach not only supports getting up and running in a matter of weeks, but evolves as the business understanding evolves
Fosters collaboration and trust between business and IT by enabling business SMEs to model to the business outcome and work with IT to source “trusted” data
Delivers business value with access to timely and relevant information across silos, across domains and in context through knowledge graphs
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Stay ahead of customer needs and preferences.
Gaining an accurate picture of your customers’ preferred choices and behaviors is challenging in an increasingly digital world where customer data is fragmented, low-quality or incomplete.
See how PB can help.http://www.pitneybowes.com/us/customer-information-management.html
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