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Master Data Management (MDM) and
Enterprise Architecture (EA) setup
1
This presentation contains live Architecture patterns for B2B and B2C setup with MDM Concepts.
Using this presentation one can simulate to their Big data planning process from different business
interfaces.
They can use these frameworks and definitions for their internal business applications architecture
current and future setup, once the Big data handling framework is designed for an IT Organization.
This can be extended depends on their future Big data handling solution engineering.
MASTER DATA MANAGEMENT
Change Management lacks process control (Spreadsheets, Phone & Email)
Bulk: ETL, Custom
Transactional: EAI
Real time: EII
Data
Legacy
G/L Operational
Hierarchy
Processes
Hierarchy
Processes
Hierarchy
Processes
Metadata
Processes
G/L Maps
ProcessesHierarchy
Processes
vMapping
Processes
Excel
Excel
App Files
Access
DB
VSAM
File
Excel
Profitability
Corporate
Reports
Data
Warehouse
AccountingScorecard
Marketing BPM
Fact
Data
Fact
Data
Fact
Data
Fact
Data
Metadata
Processes
Excel
Data
Oracle
Financial
Any
System
SAP
Hierarchies
Dimensions
Reference Data
Business process management
G/L-general/ledger
virtual system access method
Special Assistance Plan
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Types of Data Management Systems
Three different types of data management systems at a
very high level :
•Transactional data management system
•Analytical data management system
•Master data management system
7
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http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Master data
• Master data is the enterprise-wide data and facts
describing key business entities.
Facts and relationships among customers, employees
Partners
Suppliers
Details
Facts
Hierarchies of products
Items
Materials
Bill of materials.
10
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Master Data Management (MDM)
Architecture
Patterns:
MDM architecture
pattern
MDM solution pattern
13
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Collaborative method
16
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Operational method
The operational style of MDM supports the
Consumption of master data by operational systems to
perform transactions and
The MDM repository is considered the authoritative source
of master data.
Furthermore, in operational mode, master data is leveraged
by:
Applications through services
Control over master data creation
Management
Quality and
Access
19
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Analytical method
Uses of analytical method:
Reducing the risk of increased costs and
Mitigating potential damage to an organization's
reputation.
For example, identity analytics can be used to
Detect threat
Fraud scenarios
22
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Master Data Management
Architecture Patterns
Multiple Master Data Management architecture
patterns:
• MDM application integration patterns
• MDM information integration patterns
• MDM enterprise system deployment patterns
25
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
MDM enterprise system deployment
patterns
•MDM enterprise system deployment patterns:
– MDM business intelligence (BI) analytical pattern
– MDM data warehouse pattern
– MDM multiple system pattern
28
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Registry Style
Registry implementation style provides
Quick to deploy
Lower cost compared to the other styles
Providing read-only views to all master data
records in the IT landscape.
Remove duplicates
Consistent access path to master data
Enforce uniqueness
Cross-reference information
31
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Product Mapping
34
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
Conclusion
• The creating and maintaining of accurate and
complete master data is a business imperative.
• Both large and small businesses must develop
data-maintenance and governance processes and
procedures, to obtain and maintain accurate
master data.
• It's easy to think of master-data management as
a technological issue, a purely technological
solution without corresponding changes to
business processes and controls will likely fail to
produce satisfactory results.
37
This document is a partial preview. Full document download can be found on Flevy:
http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
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Master Data Management (MDM) and Enterprise Architecture (EA) Setup & Solutions

  • 1. Master Data Management (MDM) and Enterprise Architecture (EA) setup 1 This presentation contains live Architecture patterns for B2B and B2C setup with MDM Concepts. Using this presentation one can simulate to their Big data planning process from different business interfaces. They can use these frameworks and definitions for their internal business applications architecture current and future setup, once the Big data handling framework is designed for an IT Organization. This can be extended depends on their future Big data handling solution engineering.
  • 2. MASTER DATA MANAGEMENT Change Management lacks process control (Spreadsheets, Phone & Email) Bulk: ETL, Custom Transactional: EAI Real time: EII Data Legacy G/L Operational Hierarchy Processes Hierarchy Processes Hierarchy Processes Metadata Processes G/L Maps ProcessesHierarchy Processes vMapping Processes Excel Excel App Files Access DB VSAM File Excel Profitability Corporate Reports Data Warehouse AccountingScorecard Marketing BPM Fact Data Fact Data Fact Data Fact Data Metadata Processes Excel Data Oracle Financial Any System SAP Hierarchies Dimensions Reference Data Business process management G/L-general/ledger virtual system access method Special Assistance Plan This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 3. Types of Data Management Systems Three different types of data management systems at a very high level : •Transactional data management system •Analytical data management system •Master data management system 7 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 4. Master data • Master data is the enterprise-wide data and facts describing key business entities. Facts and relationships among customers, employees Partners Suppliers Details Facts Hierarchies of products Items Materials Bill of materials. 10 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 5. Master Data Management (MDM) Architecture Patterns: MDM architecture pattern MDM solution pattern 13 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 6. Collaborative method 16 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 7. Operational method The operational style of MDM supports the Consumption of master data by operational systems to perform transactions and The MDM repository is considered the authoritative source of master data. Furthermore, in operational mode, master data is leveraged by: Applications through services Control over master data creation Management Quality and Access 19 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 8. Analytical method Uses of analytical method: Reducing the risk of increased costs and Mitigating potential damage to an organization's reputation. For example, identity analytics can be used to Detect threat Fraud scenarios 22 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 9. Master Data Management Architecture Patterns Multiple Master Data Management architecture patterns: • MDM application integration patterns • MDM information integration patterns • MDM enterprise system deployment patterns 25 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 10. MDM enterprise system deployment patterns •MDM enterprise system deployment patterns: – MDM business intelligence (BI) analytical pattern – MDM data warehouse pattern – MDM multiple system pattern 28 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 11. Registry Style Registry implementation style provides Quick to deploy Lower cost compared to the other styles Providing read-only views to all master data records in the IT landscape. Remove duplicates Consistent access path to master data Enforce uniqueness Cross-reference information 31 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 12. Product Mapping 34 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 13. Conclusion • The creating and maintaining of accurate and complete master data is a business imperative. • Both large and small businesses must develop data-maintenance and governance processes and procedures, to obtain and maintain accurate master data. • It's easy to think of master-data management as a technological issue, a purely technological solution without corresponding changes to business processes and controls will likely fail to produce satisfactory results. 37 This document is a partial preview. Full document download can be found on Flevy: http://flevy.com/browse/document/master-data-managementmdm-and-enterprise-architectureea-setup-and-solutions-841
  • 14. 1 Flevy (www.flevy.com) is the marketplace for premium documents. These documents can range from Business Frameworks to Financial Models to PowerPoint Templates. Flevy was founded under the principle that companies waste a lot of time and money recreating the same foundational business documents. Our vision is for Flevy to become a comprehensive knowledge base of business documents. All organizations, from startups to large enterprises, can use Flevy— whether it's to jumpstart projects, to find reference or comparison materials, or just to learn. Contact Us Please contact us with any questions you may have about our company. • General Inquiries support@flevy.com • Media/PR press@flevy.com • Billing billing@flevy.com