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![Page 1: Establishing an Enterprise-wide Data Warehousing Strategy By Michael G. Miller National Director - Enterprise Intelligence Butler Technology Solutions.](https://reader031.fdocuments.us/reader031/viewer/2022020800/56649de75503460f94ae09a6/html5/thumbnails/1.jpg)
Establishing an Enterprise-wide Data Warehousing Strategy
By Michael G. Miller National Director - Enterprise Intelligence
Butler Technology Solutions
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Agenda
• Introduction
• Current State of Data Warehousing
• Current Problems / Potential Solution
• Establishing the EDW Strategy
Utilizing the Zachman Framework
• Questions & (hopefully) Answers
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Butler International
Today, through our 50 offices,
6200 Butler employees serve
over 1600 client companies
worldwide.
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Butler Awards
Arthur Andersen’s 1998 International Best Practices Award, one of top three companies worldwide in Exceeding Customer Expectations, and number one regionally.
New Jersey Technology Council Award for Customer Service Company of the Year in 1998
Internet Business Network Award, ranked as one of the top 6 Third Party Recruiting Web Sites in 1998
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Butler Technology Solutions Areas of Expertise
• Enterprise Applications SolutionsEnterprise Applications Solutions– Enterprise Relationship Management– E-Commerce– Enterprise Intelligence
• Enterprise Network SolutionsEnterprise Network Solutions– Network Design, Construction, Operation, Network Design, Construction, Operation,
Assessment, etc.Assessment, etc.• Quality Assurance SolutionsQuality Assurance Solutions
– Testing – Automated, Manual, Performance, etc.Testing – Automated, Manual, Performance, etc.• Staff Augmentation SolutionsStaff Augmentation Solutions
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Butler Technology Solutions Clients
American Re-InsuranceAvonBanc OneBell South/RAMCitigroupChaseEstee LauderFirst Data
IBMJP MorganJohn HancockMCIMerrill LynchPrudentialSolomon Smith BarneyUPS
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Current State of Data Warehousing
• Good news & bad news– The good news…
• Data Warehouse is no longer considered bleeding edge or leading edge technology.
• It is now considered a main stream technology and in many cases, a mission critical technology.
– The bad news…• Data Warehouse is no longer considered bleeding edge or
leading edge technology.
• It is now considered a main stream technology and in many cases, a mission critical technology.
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Current State of Data Warehousing
• More bad news…– In many organizations,
Data Warehouse is thought of as just another application development effort,
rather than,
as a whole new platform or whole new environment, separate & distinct from the operational systems.
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Enterprise Data Warehouse Construction...
...the toughest data warehousing problems have nothingto do with the technology-they have to do with delivering valueto the users, maintaining the data warehouse, and shifting froma transaction-processing to a decision support mindset.” - Larry Greenfield
Datamation, 3/1/96
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Original ProblemOperational System Stovepipes
Marketing
Sales
Accounting
Finance
Transportation
R&D
Maintenance
Production
Inventory
Human
Resources
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Data Warehouse Stovepipes
Marketing
Sales
Accounting
Finance
Transportation
R&D
Maintenance
Production
Inventory
Human
Resources
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Current Problems
• Stove Pipe Data Warehouses
• Stove Pipe Data Marts
• Stove Pipe ODSs
• Results in “Islands of Information”
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Islands of Information
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3 Stages of Data Warehousing
• Stage 1 – Reporting
• Stage 2 – OLAP
• Stage 3 – Data Mining
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Strategy & Architecture
• Microsoft says “Where do you want to go today?” I say…
1. “Where are you today?” &
2. “Where do you want to be tomorrow?”
3. “What is the gap between where you are today & where you want to be tomorrow?
4. Can you bridge that gap in the time allotted?
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Utilizing the Zachman Framework
• Now..– Identify a Enterprise Data Warehouse strategy
to successfully bridge the gap & set your direction,
– Using the Zachman Enterprise Architecture Framework as a vehicle for communication.
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TM
e.g. DATA
Builder
SCOPE(CONTEXTUAL)
MODEL(CONCEPTUAL)
ENTERPRISE
Designer
SYSTEMMODEL(LOGICAL)
TECHNOLOGYMODEL(PHYSICAL)
DETAILEDREPRESEN- TATIONS(OUT-OF- CONTEXT)
Sub-Contractor
FUNCTIONINGENTERPRISE
DATA FUNCTION NETWORK
e.g. Data Definition
Ent = FieldReln = Address
e.g. Physical Data Model
Ent = Segment/Table/etc.
Reln = Pointer/Key/etc.
e.g. Logical Data Model
Ent = Data EntityReln = Data Relationship
e.g. Semantic Model
Ent = Business EntityReln = Business Relationship
List of Things Importantto the Business
ENTITY = Class ofBusiness Thing
List of Processes theBusiness Performs
Function = Class ofBusiness Process
e.g. Application Architecture
I/O = User ViewsProc .= Application Function
e.g. System Design
I/O = Data Elements/Sets
Proc.= Computer Function
e.g. Program
I/O = Control BlockProc.= Language Stmt
e.g. FUNCTION
e.g. Business Process Model
Proc. = Business ProcessI/O = Business Resources
List of Locations in which the Business Operates
Node = Major BusinessLocation
e.g. Business Logistics System
Node = Business LocationLink = Business Linkage
e.g. Distributed System
Node = I/S Function(Processor, Storage, etc)Link = Line Characteristics
e.g. Technology Architecture
Node = Hardware/SystemSoftware
Link = Line Specifications
e.g. Network Architecture
Node = AddressesLink = Protocols
e.g. NETWORK
Architecture
Planner
Owner
Builder
ENTERPRISEMODEL
(CONCEPTUAL)
Designer
SYSTEMMODEL
(LOGICAL)
TECHNOLOGYMODEL
(PHYSICAL)
DETAILEDREPRESEN-
TATIONS (OUT-OF
CONTEXT)
Sub-Contractor
FUNCTIONING
MOTIVATIONTIMEPEOPLE
e.g. Rule Specification
End = Sub-condition
Means = Step
e.g. Rule Design
End = Condition
Means = Action
e.g., Business Rule Model
End = Structural AssertionMeans =Action Assertion
End = Business ObjectiveMeans = Business Strategy
List of Business Goals/Strat
Ends/Means=Major Bus. Goal/Critical Success Factor
List of Events Significant
Time = Major Business Event
e.g. Processing Structure
Cycle = Processing CycleTime = System Event
e.g. Control Structure
Cycle = Component CycleTime = Execute
e.g. Timing Definition
Cycle = Machine CycleTime = Interrupt
e.g. SCHEDULE
e.g. Master Schedule
Time = Business EventCycle = Business Cycle
List of Organizations
People = Major Organizations
e.g. Work Flow Model
People = Organization UnitWork = Work Product
e.g. Human Interface
People = RoleWork = Deliverable
e.g. Presentation Architecture
People = UserWork = Screen Format
e.g. Security Architecture
People = IdentityWork = Job
e.g. ORGANIZATION
Planner
Owner
to the BusinessImportant to the Business
What How Where Who When Why
John A. Zachman, Zachman International (810) 231-0531
SCOPE(CONTEXTUAL)
Architecture
e.g. STRATEGYENTERPRISE
e.g. Business Plan
Enterprise Architecture – A Framework
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TM
e.g. DATA
Builder
SCOPE(CONTEXTUAL)
MODEL(CONCEPTUAL)
ENTERPRISE
Designer
SYSTEMMODEL(LOGICAL)
TECHNOLOGYMODEL(PHYSICAL)
DETAILEDREPRESEN- TATIONS(OUT-OF- CONTEXT)
Sub-Contractor
FUNCTIONINGENTERPRISE
DATA FUNCTION NETWORK
e.g. Data Definition
Ent = FieldReln = Address
e.g. Physical Data Model
Ent = Segment/Table/etc.
Reln = Pointer/Key/etc.
e.g. Logical Data Model
Ent = Data EntityReln = Data Relationship
e.g. Semantic Model
Ent = Business EntityReln = Business Relationship
List of Things Importantto the Business
ENTITY = Class ofBusiness Thing
List of Processes theBusiness Performs
Function = Class ofBusiness Process
e.g. Application Architecture
I/O = User ViewsProc .= Application Function
e.g. System Design
I/O = Data Elements/Sets
Proc.= Computer Function
e.g. Program
I/O = Control BlockProc.= Language Stmt
e.g. FUNCTION
e.g. Business Process Model
Proc. = Business ProcessI/O = Business Resources
List of Locations in which the Business Operates
Node = Major BusinessLocation
e.g. Business Logistics System
Node = Business LocationLink = Business Linkage
e.g. Distributed System
Node = I/S Function(Processor, Storage, etc)Link = Line Characteristics
e.g. Technology Architecture
Node = Hardware/SystemSoftware
Link = Line Specifications
e.g. Network Architecture
Node = AddressesLink = Protocols
e.g. NETWORK
Architecture
Planner
Owner
Builder
ENTERPRISEMODEL
(CONCEPTUAL)
Designer
SYSTEMMODEL
(LOGICAL)
TECHNOLOGYMODEL
(PHYSICAL)
DETAILEDREPRESEN-
TATIONS (OUT-OF
CONTEXT)
Sub-Contractor
FUNCTIONING
MOTIVATIONTIMEPEOPLE
e.g. Rule Specification
End = Sub-condition
Means = Step
e.g. Rule Design
End = Condition
Means = Action
e.g., Business Rule Model
End = Structural AssertionMeans =Action Assertion
End = Business ObjectiveMeans = Business Strategy
List of Business Goals/Strat
Ends/Means=Major Bus. Goal/Critical Success Factor
List of Events Significant
Time = Major Business Event
e.g. Processing Structure
Cycle = Processing CycleTime = System Event
e.g. Control Structure
Cycle = Component CycleTime = Execute
e.g. Timing Definition
Cycle = Machine CycleTime = Interrupt
e.g. SCHEDULE
e.g. Master Schedule
Time = Business EventCycle = Business Cycle
List of Organizations
People = Major Organizations
e.g. Work Flow Model
People = Organization UnitWork = Work Product
e.g. Human Interface
People = RoleWork = Deliverable
e.g. Presentation Architecture
People = UserWork = Screen Format
e.g. Security Architecture
People = IdentityWork = Job
e.g. ORGANIZATION
Planner
Owner
to the BusinessImportant to the Business
What How Where Who When Why
John A. Zachman, Zachman International (810) 231-0531
SCOPE(CONTEXTUAL)
Architecture
e.g. STRATEGYENTERPRISE
e.g. Business Plan
Enterprise Architecture – A Framework
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Column 6 – Motivation (Why?)
• ‘List of Major Business Goals/Strategies/ Critical Success Factors’
John A. Zachman
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Column 6 – Motivation (Why?)
• What are the current major…– Business Goals?– Business Strategies?– Critical Success Factors?– Compensation Methods?
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Column 6 – Motivation (Why?)
• What are the future major…– Business Goals?– Business Strategies?– Critical Success Factors?– Compensation Methods?
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Column 6 – Motivation (Why?)
• What is the gap between the current & future major…– Business Goals?– Business Strategies?– Critical Success Factors?– Compensation Methods?
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Column 6 – Motivation (Why?)
• Can you bridge the gap between today's & tomorrow’s business goals, strategies, critical success factors in the time allotted?
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Column 2 – Function (How?)
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Column 2 – Function (How?)
• How do you do what you do?– Current Functions– Current Processes
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Column 2 – Function (How?)
• How do you intend to do what you do? (future)– Future Functions– Future Processes
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Column 2 – Function (How?)
• What is the gap between today's & tomorrow’s functions and processes?
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Column 2 – Function (How?)
• Can you bridge the gap between today's & tomorrow’s functions & processes in the time allotted?
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Column 4 - People (Who?)
• “List of Organizations important to the Business”
John A. Zachman
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Column 4 - People (Who?)
• Who are today’s organizations for EDW?– Who are the current …
• EDW champions?• EDW opponents?• EDW customers (users)?• EDW & general management?• EDW consultants?• EDW product vendors?• EDW other parties?
– Ex. Stockholders, Investors, Venture Capitalists, etc.
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Column 4 - People (Who?)
• Who are tomorrow’s organizations for EDW?– Who are the future …
• EDW champions?• EDW opponents?• EDW customers (users)?• EDW & general management?• EDW consultants?• EDW product vendors?• EDW other parties?
– Ex. Stockholders, Investors, Venture Capitalists, etc.
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Column 4 - People (Who?)
• What is the gap between today's & tomorrow’s organizations for EDW?– What is the gap between current & future…
• EDW champions?
• EDW opponents?
• EDW customers (users)?
• EDW & general management?
• EDW consultants?
• EDW product vendors?
• EDW other parties?
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Column 4 - People (Who?)
• Can you bridge the gap between today's & tomorrow’s organizations for EDW in the allotted time?
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Column 4 -Who is your Customer?
OPERATIONAL
TACTICAL
STRATEGIC
OperationsFocus: Short Range (1-30 days)Perspective: Internal & Now
Middle ManagementFocus: Mid Range (30days to 1yr.)Perspective: External/Internal & Recent Past
Executive ManagementFocus: Long Range (1 year +)Perspective: External & Future
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Column 1 – Data (What?)
• “List of Things Important to the Business”
John A. Zachman
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Column 1 – Data (What?)
• What current things are important to the business?– Customers/Markets – Products/Services– Suppliers– Money– Employees
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Column 1 – Data (What?)
• What future things are important to the business?– Customers/Markets – Products/Services– Suppliers– Money– Employees
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Column 1 – Data (What?)
• What is the gap between today's & tomorrow’s data?
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Column 1 – Data (What?)
• Can you bridge the gap between today's & tomorrow’s data in the time allotted?
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Column 5 – Time (When?)
• “List of Events Significant”
John A. Zachman
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Column 5 – Time (When?)
• When do significant events/cycles currently occur?
• Ex. Data created, process occurs, location becomes operational, person hired, customer cancels order
• Ex. Merger, Acquisition, Divestiture, Web Site crash, Reorganization, Downsizing, Rightsizing, etc.
• Ex. Earthquake, hurricane, other acts of God.
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Column 5 – Time (When?)
• When will significant events/cycles occur in the future? (Faster, slower, not at all)
• Ex. Data created, process occurs, location becomes operational, person hired, customer cancels order
• Ex. Merger, Acquisition, Divestiture, Web site crash, Reorganization, Downsizing, Rightsizing, etc.
• Ex. Earthquake, hurricane, other Acts of Nature.
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Column 5 – Time (When?)
• What is the gap between current & future significant events/cycles? (Rate of Change)
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Column 5 – Time (When?)
• Can you bridge the gap between today's & tomorrow’s events / cycles in the time allotted?
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Column 3 – Network (Where?)
• “List of Locations in which the Business Operates”
John A. Zachman
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Column 3 – Network (Where?)
• Where are today’s …– Operations currently conducted?– Operations managed (from)? [Tactical Level]– Operations directed (from)? [Strategic Level]– Customers located?– Other stakeholders located?
• Ex. Regulators, Stockholders, EDW Consultants, etc.
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Column 3 – Network (Where?)
• Where are tomorrow’s …– Operations to be conducted?– Operations to be managed (from)? [Tactical Level]– Operations to be directed (from)? [Strategic Level]– Customers located?– Other stakeholders located?
• Ex. Regulators, Stockholders, EDW Consultants, etc.
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Column 3 – Network (Where?)
• What is the gap between today's & tomorrow’s locations?
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Column 3 – Network (Where?)
• Can you bridge the gap between today's & tomorrow’s locations in the time allotted?
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E.D.W. - S.W.O.T Analysis
• Internal View– Strengths
– Weaknesses
• External View– Opportunities
– Threats
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Determine EDW Strategy
• JAD Strategy Sessions
• Document Strategy
• Begin to develop architecture
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TM
e.g. DATA
Builder
SCOPE(CONTEXTUAL)
MODEL(CONCEPTUAL)
ENTERPRISE
Designer
SYSTEMMODEL(LOGICAL)
TECHNOLOGYMODEL(PHYSICAL)
DETAILEDREPRESEN- TATIONS(OUT-OF- CONTEXT)
Sub-Contractor
FUNCTIONINGENTERPRISE
DATA FUNCTION NETWORK
e.g. Data Definition
Ent = FieldReln = Address
e.g. Physical Data Model
Ent = Segment/Table/etc.
Reln = Pointer/Key/etc.
e.g. Logical Data Model
Ent = Data EntityReln = Data Relationship
e.g. Semantic Model
Ent = Business EntityReln = Business Relationship
List of Things Importantto the Business
ENTITY = Class ofBusiness Thing
List of Processes theBusiness Performs
Function = Class ofBusiness Process
e.g. Application Architecture
I/O = User ViewsProc .= Application Function
e.g. System Design
I/O = Data Elements/Sets
Proc.= Computer Function
e.g. Program
I/O = Control BlockProc.= Language Stmt
e.g. FUNCTION
e.g. Business Process Model
Proc. = Business ProcessI/O = Business Resources
List of Locations in which the Business Operates
Node = Major BusinessLocation
e.g. Business Logistics System
Node = Business LocationLink = Business Linkage
e.g. Distributed System
Node = I/S Function(Processor, Storage, etc)Link = Line Characteristics
e.g. Technology Architecture
Node = Hardware/SystemSoftware
Link = Line Specifications
e.g. Network Architecture
Node = AddressesLink = Protocols
e.g. NETWORK
Architecture
Planner
Owner
Builder
ENTERPRISEMODEL
(CONCEPTUAL)
Designer
SYSTEMMODEL
(LOGICAL)
TECHNOLOGYMODEL
(PHYSICAL)
DETAILEDREPRESEN-
TATIONS (OUT-OF
CONTEXT)
Sub-Contractor
FUNCTIONING
MOTIVATIONTIMEPEOPLE
e.g. Rule Specification
End = Sub-condition
Means = Step
e.g. Rule Design
End = Condition
Means = Action
e.g., Business Rule Model
End = Structural AssertionMeans =Action Assertion
End = Business ObjectiveMeans = Business Strategy
List of Business Goals/Strat
Ends/Means=Major Bus. Goal/Critical Success Factor
List of Events Significant
Time = Major Business Event
e.g. Processing Structure
Cycle = Processing CycleTime = System Event
e.g. Control Structure
Cycle = Component CycleTime = Execute
e.g. Timing Definition
Cycle = Machine CycleTime = Interrupt
e.g. SCHEDULE
e.g. Master Schedule
Time = Business EventCycle = Business Cycle
List of Organizations
People = Major Organizations
e.g. Work Flow Model
People = Organization UnitWork = Work Product
e.g. Human Interface
People = RoleWork = Deliverable
e.g. Presentation Architecture
People = UserWork = Screen Format
e.g. Security Architecture
People = IdentityWork = Job
e.g. ORGANIZATION
Planner
Owner
to the BusinessImportant to the Business
What How Where Who When Why
John A. Zachman, Zachman International (810) 231-0531
SCOPE(CONTEXTUAL)
Architecture
e.g. STRATEGYENTERPRISE
e.g. Business Plan
Enterprise Data Warehouse Architecture
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Future Direction
• Think Business Information Portal…• Think XML• Think Wireless (any time, any where)
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The End – Thank You
• Any further questions contact…
Michael G. Miller National Director - Enterprise Intelligence
Butler Technology Solutions
3601 Algonquin Road #323
Rolling Meadows, IL 60008
847-506-7456