1 information management strategy from business and it viewpoints marina kerbel principal architect...
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Information Management Strategyfrom Business and IT Viewpoints
Marina KerbelPrincipal Architect / Director of Information Architecture
Mike MyhromDirector, Research, Analysis and Consulting
Thrivent Financial
The Twin Cities Business Architecture Forum (TCBAF)May 15, 2012
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Most Organizations With Formal BA And IA Practices Link Their Architectures
November 2011 “Integrated BA And IA Artifacts Are Valuable — And Hard To Find”
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Business Goal: Grow Membership thru Movie Viewers Satisfaction
Bus Arch: Define Movie Watching Capability & Roadmap
Info. Arch: Define Movie Catalog for Movie Subject Area and where and how viewers can access it
Tech. Arch: Define tech. components that enable Wi-Fi TV streaming
Without a movie catalog a viewer who wanted to see 5-stars Romantic Comedy may instead get 2-stars Horror Movie
Architecture for Business Results
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About Thrivent Financial …
• Faith-based, not-for-profit financial services
• Nearly 2.5 million members strong
• Fortune 500 organization, >$73 billion in assets under management
• Largest fraternal benefit society in the U.S.
• Full complement of financial products and services
• Mission: strengthen Christian communities by helping members be wise with money and inspiring them to live generously
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Information Management Strategy is focused on maturing key business capabilities
Cross-sell to Existing Customers
Initiative/Campaign ROI Calculation
New Customer Acquisition
High-Value Customer Retention
Agent Recruiting
High-Value Agent Retention
Underwriting
Pricing
Etc.
Example ofselecting
key capabilities
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1. Business + IT partnership. (Early and throughout.)
2. Executive support based on ROI + expanded capabilities.
3. Constant focus on supporting key business strategies.
4. A framework that’s holistic, simple, iterative.
5. Common language.
Five Rulesguide our work
partnership support focus framework language
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Business, Technology, Datagrowing complexity, diversity and volume
partnership support focus framework language
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Can’t find data. Don’t trust it.
Can’t access it.
Keep making more and not
sharing it.
Can’t leverage what’s there.
Complex, redundant,
costly.
Find data. Trust it,
access it.
Connect, share, draw
insights.
Leverage what’s there.
Easier, more efficient,
minimizing cost.
Business Strategy
Business Capabilities
Enterprise Information
Management(EIM)
partnership support focus framework language
From Business to Databringing order to complexity
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Subject Areas large groupings of data (such as Customer, Contract, Employee)
Capabilities large groupings of functions (such as Business Intelligence, Data Warehouse, Data Services, Master Data Management / Customer Data Integration, ECM, Data Governance)
partnership support focus framework language
The EIM Strategy Building Blocks:subject areas & capabilities
Building Blocks
EIM ensuresavailable for the right
people at the right time.clean, secure, unified, sharable data
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The EIM Building Blocks:subject areas
Each subject area consists of one or more sub-areas.
partnership support focus framework language
Used to:• Provide common framework and language across business and IT.• Establish clear boundary of data ownership and stewardship.• Identify common data needs across projects.• Provide basis for designing, managing and documenting data.
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EIM ensures
IT
BUSINESS
available for the right people at the right time.
Data Warehouse & Data Marts
Business Intelligence
Master Data Management (MDM) / Customer Data Integration (CDI)
Data Governance: Metadata ,Quality, Security
Enterprise Content Management (ECM)
EIM Capabilities
The EIM Building Blocks:capabilities
partnership support focus framework language
clean, secure, unified, sharable data
Data Integration / Data Services
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All data is classified into Subject Areas to logically divide it into manageable pieces.
Each subject area has Data Owner/Stewards assigned as a critical part of the Data Governance program.
Data is sourced from the System of Record or Certified Copy to ensure integrity and known quality.
Each system that maintains sharable data provides Standard Interface to this data to support common data definitions and data reuse.
Data Reusability Approach is used to identify common data needs across all projects so optimal enterprise solutions can be developed.
Information Management Strategy that defines and promotes key principles is maintained and all projects adhere to it.
EIM Principlesfor subject areas and capabilities
partnership support focus framework language
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EIM Principles:Each subject area has Data Owner/Stewards assigned as a critical part of the Data Governance program
partnership support focus framework language
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Data Requirement Matrix
Goal: Implement data solutions that are most beneficial for enterprise rather than a single project
Approach: look at data needs across programs (high priority business capabilities) and develop common data solutions, prioritized by how many programs need the same data
EIM Principle:Data Reusability Approach is used to identify common data needs across all projects
partnership support focus framework language
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2008 …….. 2012 +2007
EDW R20 – Contract Term Life
EDW R1– Customer Groups
EDW R100 – Campaigns
Compliance R2CRM R1
Compliance R1
Marketing R1 Fraternal R1 Self-Service R1
Build sharable data by subject areas
ROI due to reuse:•Cost to build for reuse = 2.5 X cost to build a silo•Positive return if 3+ consumers use the same solution
Fraternal R20Marketing R30
Roadmaps for Reuse(using EDW as Data Capability example)
Compliance R10 Marketing R40CRM R100
Consume data by Programs (Business Capabilities)
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Self Service• Leverage
MDM Customer, EDW Contracts
Enterprise Data Warehouse (EDW)
• Integrate sharable data
Policy Admin Systems
• Provide sharable Contract Data
Many Others…
Compliance• Leverage
EDW Customer, Contract, Agent data
30+ major initiatives participated in Data Reuse
CRM• Leverage sharable
MDM Customer & EDW Contract data
Marketing• Leverage
EDW Customer, Product, Agent data
Customer Data Integration (MDM)
• Provide sharable Customer data
Projects Implement Common Solutionsbased on Reuse roadmap
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1 Loyalty program rewards Members for Fraternal product ownership and engagement with organization
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Suitability analysis completed on new business contracts
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Marketing conducts analysis on customer information to identify members and prospects for offers and communications
Financial representative responds to lead sent to SalesForce, meets with member, sells new contract
Member logs on to company website to review points earned to date, updates personal preferences
Fraternal Self Service
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Marketing
CRMCompliance
Fraternal Tools
SalesForce.com
thrivent.com
Compliance Package
DW & Marts
Preferences
Sales
Segmentation
Benefit Points
Suitability
Policy Admin
Contracts
EIM Storybring order to data complexity, enable business results
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1. Business + IT partnership. (Early and throughout.)
2. Executive support based on ROI + expanded capabilities.
3. Constant focus on supporting key business strategies.
4. A framework that’s holistic, simple, iterative.
5. Common language.
Five Rulesguided our work
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Information Management Strategy is focused on maturing key business capabilities
Cross-sell to Existing Customers
Initiative/Campaign ROI Calculation
New Customer Acquisition
High-Value Customer Retention
Agent Recruiting
High-Value Agent Retention
Underwriting
Pricing
Etc.
Example ofselecting
key capabilities
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Cross-Sell Model identifies each household’s likelihood to purchase each product
Each existing household assigned a probability of purchase
Households rank-ordered based on probability of purchase; placed in one of twenty groups based on rank
Lift for top group over 7x average
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Top 10%
Next 10%
Next 10%
Next 50%
Remaining 20%
4 stars
3 stars
2 stars1 star 0 stars
Household Assigned a Number of Starsfor each product based on its model group
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Household – Bob Jones – HHID: 12345
Variable Annuity
Term Life
Cash Value Life
Mutual Fund
Health
Model Output Delivered to Agentsvia salesforce for cross-sell success
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Data: $80,000Model Development: $70,000Printing and Mailing Costs: $100,000Management and Agent Time: $200,000Total Expense: $450,000
Member Households Contacted: 100,000X
Projected Response Rate Range: 0.3% to 1%X
Average Value per Response: $1,800=
Total Revenue Range: $540k to $1.8M
Net Return Range: $90k to $1.35M
New Member Acquisition Model and Pilot Campaignin progress: an example of projected ROI