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Your MDM Program: Without a Good Plan, You Will Probably Fail. What Do You Need to Do?
Questions You Need to Answerin the First 100 Days
STOP STOP
Is there a clear vision?
What does the journey look like?
Does the business see the value?
Can you measure success?
What are the roles and responsibilities?
Has governance been addressed?
Do we really want to create a new silo?
Is it really just a technology project?
Key Issues
1. How will organizations create an MDM vision
and strategy that enables the business vision
and strategy?
2. How will organizations address the governance,
organizational and process challenges that are
barriers to MDM success?
3. How will organizations create the technology
infrastructure necessary for MDM success?
The Seven Building Blocks of MDM: A Framework for Success
A Business-Driven, Holistic Approach to MDM
Enabling Infrastructure
Information Life Cycle
Information Governance
Organization & Roles
Metrics
Strategy
Vision
Create an MDM Vision That Enables Your Organization's Business Vision
From "The Discipline of Market Leaders" by Treacy and Wiersema
Product Leadership
Operational Excellence
Customer Intimacy
"Best Product"
"Best Total Cost" "Best Total Solution"
ProductDifferentiation
CustomerResponsive
Operational Competence
Value Discipline Framework
The vision is the "what" and the "why."The strategy is the "how."
Questions to Answer:
1. What is the business vision of the organization?
2. Who owns that business vision?
3. How would a focus on MDM enable the business vision?
4. Who will provide executive-level sponsorship?
MDM Needs to Be Seen as Part of Enterprise Information Management (EIM)
…?Content
Master
Data
Analytic
Data
Other
Data
Social
Data
Enabling Infrastructure
Information Life Cycle
Information Governance
Organization & Roles
Metrics
Strategy
Vision
Master Data Management
What Will Shape Your MDM Strategy?
Vectors of MDM
Complexity
Industry
Data Domain
Use Case
Organization
Implementation Styles
MDM Maturity Model: Helps You Determine Your Current and "To Be" States
Increasing
Maturity of
MDM
Level of MDM Maturity2 3 4 5
Non-
existent
Problem?
What
problem?
Initial
No vision,
but, yes, we
do have a
problem.
Developing
No vision.
Firefighting is
the answer.
Isolated,
bottom-up
initiatives.
Defined
OK, let's do
something (at
the silo level).
Silo-oriented
solutions.
Managed
A unifying
vision
emerges (with
high-level
sponsorship).
Enterprise-
wide MDM
program.
Optimizing
MDM is the
way we do
things around
here.
Managing
master data
as an asset.
Continuing to
learn and
improve.
Note: MDM must be deep, as well as broad, to be mature.
0 1
What Is the "Current State" of Your MDM Maturity? What Is the "To Be" State?
Level 1 Initial
Level 2 Developing
Level 3 Defined
Level 4 Managed
Level 5 Optimizing
Vision None Bottom-up initiatives only
Top down, but limited in vision
Unifying vision for cross-enterprise
MDM
Key enabler of business success
Strategy None Reactive focus on firefighting
initiatives
Proactive focus on individual
domains
Consistent and integrated approach
Ongoing investment and improvement
Metrics No metrics scheme for master data
Starting to develop DQ
metrics
Successful use of metrics at the domain level
Using metrics to measure success
cross-domain
Basis of management
and investment
Governance No one has responsibility
IT-led; lacking business
involvement
Domain-level governance
Cross-enterprise multidomain governance
Well-established cross-enterprise
governance
Organization No data stewards
Developing the culture of data stewardship
Potentially strong team, but limited
in scope
Centralization or federation of data steward groups
Well-established cross-enterprise
stewardship
Processes Silo based —applications or
functions
Starting to think in terms of the data life cycle
Focus on data life cycle at domain
level
Best practice shared across the enterprise
Continue to optimize the life
cycle
Technology Few or no data quality tools
Data quality tools, but no
MDM solutions
MDM solution covering only one
domain
Multidomain, but not integrated or
consistent
Integrated and consistent set of
capabilities
Most Organizations Today
Creating the MDM Business Case: The Basis of Achieving Buy-In and Creating the Metrics
Questions to Answer: Use Business Process Metrics to "Connect to the Business"
Master Data QualityMetrics
Business ProcessMetrics
PerformanceMetrics
FinancialMetrics
Stakeholder Focus
Accuracy,Timeliness
Process Owners
Efficiency andEffectiveness
ExecutivesFeedback
on Strategy
Shareholders Bottom-Line Results
Level
Data Stewards
1. Do you have the business on board? Does it see value in the MDM program?
2. How will MDM improve business processes and decision making?
3. What business metrics are you linking the MDM program to?
4. What is the current level of those metrics, and what does success look like?
Understanding the MDM Process Life Cycle Is Key to Governance and Organization
Questions to Answer:
Marketing
EnrichCollaborate
Procurement
Enrich
Operations
Enrich
Logistics
Enrich
Sales
Enrich
Service
Author Store Pub/Sync Enrich Consume Archive
B2B
Product Development
Sample Life Cycle for Product Master Data
1. What processes will you need to ensure the creation, management, publishing and leveraging of high-quality master data across your organization?
2. What business processes will the master data life cycle processes support?
MDM Governance — Who Is Responsible, Accountable, Consulted and Informed?
R = Responsible, A = Accountable, C = Consulted, I = Informed
R&D CRM ERP and SCM Shared Services
Customer
Pro
du
ct L
ife
Cyc
le
Ma
nag
em
en
t
Ma
rke
ting
Sa
les
Co
ntra
ctin
g &
P
ricin
g
Cu
sto
me
r S
erv
ice
So
urc
ing
Pro
cu
rem
en
t
Ma
nu
fac
turin
g
Wa
reh
ou
sin
g
Ord
er F
ulfillm
en
t
Tra
nsp
orta
tion
Fin
an
ce
HR IT
Co
rpo
rate
F
un
ctio
ns
Common View
I R/A I C C I C C
Finance View
C I I I R/A C
Sales View C R/A I I I I C
Fulfillment View
C I C I R/A I C
1. How will you create and maintain an MDM governance organization that includes executive sponsorship, policymaking, decision arbitration and daily operational administration?
2. How will the governance structure enforce its will?
Questions to Answer:
MDM Organization: Organizational Structures, Roles and Responsibilities
Questions to Answer:
1. Who creates and consumes master data? What are their roles?
2. Do you have data stewardship roles, and arethey seen as a business responsibility?
3. What organizational structure do you need to manage master data?
4. How will you manage the change that comes with new ways of working?
Executive-Level Sponsor
Information Governance Board
Data Steward
MDM Team(Centralized or Distributed)
Data StewardData
StewardData Steward
Business
IT
Modeling/Metadata
System Mgmt.
Data Quality
Monitoring Reporting
Security Privacy
Info. Architect
App. Dev./Integ.
MDM Infrastructure Team(Virtual)
Organizational Structures, Roles and Responsibilities
MDM Infrastructure: What Technology Infrastructure Do You Need?
Questions to Answer:
1. What technology infrastructure do you need to achieve your MDM goals?
2. How do you source this? How does this fit into the organization's overall enterprise information architecture?
3. What architectural and implementation styles are appropriate for MDM?
Business Servicesand Workflow
Integration and Synchronization
MDM
Data Model
Information Quality
Performance, Scalability
and Availability
Manageability and Security
Technology and
Architecture
A Tightly Integrated Set of Functional Capabilities
Gartner MDM Excellence Award Winner: Johnson & Johnson HCS
More Better Faster EfficientAccuratetransaction processing:
• Payments
• Rebates
• Disputes
• Rosters Mgmt.
• Customer Creation
Reliable reports and performance metrics
Preventive data management:
• Proactive Problem Solving
• Consistent Sourcing
Compliance with regulations requiring controls over data:
• SOX
• GxP Validated
Customer Service levels:
• Error Prevention
• Perfect Orders
• Timely Payments
• End-to-End Experience
Adaptation tomarket and OpCo changing requirements:
• New OpCos & Companies
• New Products
• New Customers
• New Contracts
• New Systems
Identification and resolution of potential problems
Expected Fewer Resources required to manage data and fix errors:
• Contracting
• Finance
• Supply Chain
• IM
Fewer Write-Offs of unresolved disputes and deductions
Source: Johnson & Johnson Health Care Systems OpCo = operating company
Recommendations
Vision: Create an MDM vision that enables the business vision.
Strategy: Define the scope, perform a maturity assessment and prioritize initiatives to create a road map.
Metrics*: Create an MDM metrics hierarchy during the business case development process.
Governance*: Create a business-led governance structure with agreed roles, responsibilities and decision rights.
Organization: Appoint data stewards for master data, build a multidisciplinary team and address change management issues.
Processes: Think in terms of the master data life cycle.
Technology Infrastructure: Buy or build the necessary capabilities. Choose the right implementation styles.
* The most difficult
Related Gartner Research
"The Seven Building Blocks of MDM: A Framework for Success"(G00168103)
"Use the Gartner MDM Maturity Model to Create Your MDM Road Map"(G00169865)
"Creating an MDM Vision, Strategy and Road Map"(G00165636)
"Creating a Business Case for Master Data Management"(G00160270)
"Governance of Master Data Starts With the Master Data Life Cycle"(G00160018)
For more information, stop by Gartner Solution Central or e-mail us at [email protected].