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Information Management Strategy from Business and IT Viewpoints
Mike Myhrom Director, Research, Analysis and Consulting Marina Kerbel Principal Architect / Director of Information Architecture Thrivent Financial The Twin Cities Business Architecture Forum (TCBAF) May 15, 2012
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November 2011 “Integrated BA And IA Artifacts Are Valuable — And Hard To Find”
Most Organizations With Formal BA And IA Practices Link Their Architectures
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Architecture for Business Results
Business Goal: Grow Membership thru Movie Viewers Satisfaction Bus Arch: Define Movie Watching Capability & Roadmap Tech. Arch: Define tech. components that enable Wi-Fi TV streaming Info. Arch: Define Movie Catalog for Movie Subject Area and where and how viewers can access it Without a movie catalog a viewer who wanted to see 5-stars Romantic Comedy may instead get 2-stars Horror Movie
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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 of selecting key capabilities
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Five Rules guide our work
Business + IT partnership. (Early and throughout.) Executive support based on ROI + expanded capabilities. Constant focus on supporting key business strategies. A framework that’s holistic, simple, iterative. Common language. partnership support focus framework language
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Business, Technology, Data growing complexity, diversity and volume
partnership support focus framework language
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From Business to Data bringing order to complexity partnership support
Find data. Trust it, access it. Connect, share, draw insights. Leverage what’s there. Easier, more efficient, minimizing cost. Business Strategy Capabilities Enterprise Information Management (EIM) Can’t find data. Don’t trust it. Can’t access it. Complex, redundant, costly. Can’t leverage what’s there. Keep making more and not sharing it. partnership support focus framework language
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The EIM Strategy Building Blocks:
subject areas & capabilities 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) Building Blocks clean, secure, unified, sharable data available for the right people at the right time. EIM ensures partnership support focus framework language
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The EIM Building Blocks:
subject areas Each subject area consists of one or more sub-areas. 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. partnership support focus framework language
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The EIM Building Blocks:
capabilities clean, secure, unified, sharable data available for the right people at the right time. EIM ensures IT 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 B U S I N E Data Integration / Data Services partnership support focus framework language
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EIM Principles for subject areas and capabilities partnership support
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. 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
EIM Principle: Data Reusability Approach is used to identify common data needs across all projects 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 Data Requirement Matrix partnership support focus framework language
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EDW R20 – Contract Term Life
Roadmaps for Reuse (using EDW as Data Capability example) 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 Build sharable data by subject areas EDW R100 – Campaigns Compliance R10 Marketing R40 CRM R100 EDW R20 – Contract Term Life Fraternal R20 Marketing R30 EDW R1– Customer Groups Consume data by Programs (Business Capabilities) Marketing R1 Fraternal R1 Self-Service R1 Compliance R2 CRM R1 Compliance R1 2007 2008 …….. 2012 +
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Projects Implement Common Solutions
based on Reuse roadmap Customer Data Integration (MDM) Provide sharable Customer data Policy Admin Systems Provide sharable Contract Data Enterprise Data Warehouse (EDW) Integrate sharable data 30+ major initiatives participated in Data Reuse Many Others… CRM Leverage sharable MDM Customer & EDW Contract data Compliance Leverage EDW Customer, Contract, Agent data Marketing Leverage EDW Customer, Product, Agent data Self Service Leverage MDM Customer, EDW Contracts
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EIM Story bring order to data complexity, enable business results 1 2
Fraternal Self Service 1 2 Loyalty program rewards Members for Fraternal product ownership and engagement with organization Member logs on to company website to review points earned to date, updates personal preferences Fraternal Tools thrivent.com Benefit Points Preferences 3 Marketing Marketing conducts analysis on customer information to identify members and prospects for offers and communications Policy Admin DW & Marts Contracts Segmentation Compliance Package Sales Suitability 5 SalesForce.com Compliance 4 CRM Suitability analysis completed on new business contracts Financial representative responds to lead sent to SalesForce, meets with member, sells new contract
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Business Use of Data: Some Examples
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Five Rules guided our work
Business + IT partnership. (Early and throughout.) Executive support based on ROI + expanded capabilities. Constant focus on supporting key business strategies. A framework that’s holistic, simple, iterative. Common language.
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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 of selecting 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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Household Assigned a Number of Stars for each product based on its model group
Top 10% Next 10% Next 50% Remaining 20% 0 stars
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Model Output Delivered to Agents via salesforce for cross-sell success
Household – Bob Jones – HHID: 12345 Variable Annuity Term Life Cash Value Life Mutual Fund Health
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Scorecard automatically calculates and displays ROI of each campaign / event / initiative
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New Member Acquisition Model and Pilot Campaign in progress: an example of projected ROI
Data: $80,000 Model Development: $70,000 Printing and Mailing Costs: $100,000 Management and Agent Time: $200,000 Total Expense: $450,000 Member Households Contacted: 100,000 X Projected Response Rate Range: 0.3% to 1% Average Value per Response: $1,800 = Total Revenue Range: $540k to $1.8M Net Return Range: $90k to $1.35M
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Five Rules guided our work
Business+ IT partnership. (Early and throughout.) Executive support based on ROI + expanded capabilities. Constant focus on supporting key business strategies. A framework that’s holistic, simple, iterative. Common language.
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