real-world data governance: metadata & data governance
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter at #RWDG 1
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Real-World Data Governance Metadata & Data Governance
Monthly Webinar Series Hosted by Dataversity Robert S. Seiner – KIK Consulting / TDAN.com
July 19, 2012 – 2:00 p.m. EST
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• Real-World Data Governance – Monthly Webinar Series
– August 16, 2012 – Master Data Management & Data Governance – 2pm EST
– September 20, 2012 – Business Glossaries & Data Governance – 2pm EST
– October to December to be announced shortly.
– Register On-Line at Dataversity.Net
Real-World Data Governance Upcoming Webinars
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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• The relationship between Metadata and Data Governance can be considered a two-way street.
• Metadata, as data about the people associated with the data, is a natural by-product of an effective Data Governance program.
• And metadata itself must be governed in order for that metadata to add value to business and technical opportunities.
Metadata & Data Governance Abstract
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• How can we leverage this relationship to quickly and efficiently improve the management of data?
• How can we enable our organization to view Metadata and Data Governance side-by-side as complimentary teammates in the effort to manage data as a valued corporate asset?
• The answers to these questions
may not be as difficult as you think …
Metadata & Data Governance Abstract
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Metadata & Data Governance Don’t Let This Happen to You
Typical 2-Way Street?
Typical Accident?
Typical Reaction?
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• Top Avoidable Mistakes (in no specific order) :
– Lack of Executive & Strategic Level Understanding & Support
– Lack of Program Accountability & Responsibility
– Lack of Definition of Best Practices as a Target Behavior
– Lack of Critical Analysis of Present Environment
– Inability to Select & Follow Suitable Approach
– Lack of Planning and Ability to Support Meaningful Initiatives
– Framework of Roles & Responsibilities
– Making Data Governance & Data Quality Optional
– Lack of Focus on Communications
– Improper Expectations of the Data Quality & Data Governance Solution
– Failure to Stay Iterative and Incremental in the Approach
Metadata & Data Governance Considerations for Setting Expectations
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DATA GOVERNANCE & STEWARDSHIP
META-DATA MANAGEMENT
Metadata is a by-product and an enabler to improved Data Governance.
Governing Through Metadata
Metadata Governance
Governance must be applied to meta-data as the discipline of managing meta-data.
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Metadata & Data Governance The Relationship – One Way
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• Governance – Execution of Authority, Responsibility & Accountability
• Stewardship – Formalizing Accountability – Formal – Recorded – Informal – Not Recorded – “People Just Know” – or do they?
• Identifying Data Stewards rather than Assigning Data Stewards
• “Writing it down” rather than “Best Guess”. Formal rather than Informal.
• Key Component of a Non-Invasive Data Governance™ Program
• Why is it important to “write it down”?
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Metadata & Data Governance Metadata as a By Product
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• Tribal Knowledge Vs. Formal Knowledge
• Identify & Record the People that Have Responsibility for: – Defining the Data/Metadata Is Necessary to operate the Business
• Are they associated with a specific area of the organization? • Is there ever more than one person who has the responsibility? • How do you know who to contact with questions about:
– Origin – Validity – Location – Accessibility, …
• Just because you know who to contact, do other people? – Producing the Data/Metadata Is Necessary to operate the Business – Using the Data/Metadata that is Necessary to operate the Business
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Metadata & Data Governance Metadata as a By Product
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• Ask yourself these questions: – Could these people be the Data/Metadata Stewards? – How could we benefit by knowing who these people are? – Does it make sense to record who these people are? – Is this information about the Stewards meta-data?
• This information is a by-product and results of the
Stewardship aspect of Non-Invasive Data Governance™.
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Metadata & Data Governance Metadata as a By Product
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Metadata & Data Governance Metadata as a By Product
• “Having this information has greatly improved our ability to communicate efficiently & effectively.” Client 2008
• “Non-Invasive is the way to go … However, let me warn you …
At some point we just may need the stick.” Client 2007
• “How many stewards will we need and how long will we need them for?”
Client 2006
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Metadata & Data Governance Data About People in Data/Metadata Governance Roles
• Further Description of Data/Metadata Governance Metadata – Conceptual Data/Metadata Governance Metadata Meta-Models – Selecting the “Right” Metadata to Manage
• Where do we store the Data/Metadata Governance Metadata
• Data/Metadata Governance Metadata Tools – Common Data Matrix – Data Steward Repository
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Metadata & Data Governance Data About People in Data/Metadata Governance Roles
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Person Id (PK)
Person Name
Contact Info
Include “Unassigned”
Business Unit
Code
Subject
Matter
PersonData Level
Code
Project Code
Data
Steward
Type Code
Steward Link
(Relationship)
Position Link
(Relationship)
Person Id (FK)
Position Code (FK)
Business Unit Code (FK)
Business Unit Code (PK)
Business Unit Name
Steward Type Code (PK)
Steward Type Desc
DD-Data Definer
DP-Data Producer
DU-Data User
SS-System Steward
Data Level Code (PK)
Data Level Desc
DM-Data Model
ENT-Entity
ATR-Attribute
DB-Database
TBL-Table
COL-Column
Project Code (PK)
Project Name
IMS-IMS
WAFR-WAFR
CHAZ-CHAZ
Position
Code
Person Id (PFK)
Position Code (PFK)
Business Unit Code (PFK)
Data Name (PFK)
Data Level Type Code (PFK)
Steward Type Code (PFK)
Data Name (PK)
Data Level Type Code (PFK)
Subject Matter Code (FK)
Subject Matter Code (PK)
Subject Matter Name
Position Code (PK)
Position Name
Position Grade
ISDM
Integration
ISDM Task Number (PK)
Stewards Type Code (PFK)
ISDM
Task
ISDM Task Number (PK)
ISDM Task Desc
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Metadata & Data Governance Data About People in Data/Metadata Governance Roles
DOMAINS
ORGANIZATIONS
STAKEHOLDERS
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Enterprise
Perspective
Metadata & Data Governance Data About People in Data/Metadata Governance Roles
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Operational Level
Operational Data Stewards (existing)
Data Definers, Producers, Users
These people are presently defining,
producing and using data as part of their
jobs. Recording of the Operational Data
Stewards will be an important enabler of
improved communications, coordination
and cooperation among stewards.
Tactical Level
Data Domain Stewards
Per assigned Subject Areas
Data Steward Coordinators
One per Business Unit
Strategic Level
Data Governance CouncilData Governance Sponsors Group
or Group of similar participation. One person, plus
alternate, for each Business Unit represented & IT.
Consider financial services & human resources.
Executive Level
Data Steering CommitteeSenior-most level knowledge of the program.
Leverage existing business structure as possible.
If no structure exists, utilize an IT Steering Committee
or an executive founded board or council.
Operational Level - Business Unit Specific
Strategic -
Enterprise
Tactical Level - Cross Business Unit
Executive
Non-Invasive Data Governance™ Operating Modelof Roles & Responsibilities
Escalation / A
pproval Path
Dat
a G
ove
rnan
ce P
rogra
m T
eam
(D
GPT)
IT S
ubje
ct R
esourc
e Exp
erts
Data Governance Program Team
Data Governance Team ManagerResponsible for Administering the Program,
facilitating use of the Data Governance Council,
communicating program components and value to the Organization.
Advisory assistance from other levels.
IT Subject Resource Experts
System/Data Resource ExpertsIT Staff including Application
Development, Data Design,
Security, and other Data
Resource Management.
Com
munication
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Metadata & Data Governance Roles & Responsibilities
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• Where Do We Start – Define Data Domains
• Customer Data
• Product Data
• Vendor Data
• Material Data
• Financial Data
• Human Resource Data
• Transaction Data
• Research Data
• Shared Data
• Note that this is a sample list that of what companies use.
• Beyond this they break the domains into “aspects of customer”, “aspects of product”, … very particular to each company.
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Metadata & Data Governance Metadata as a By-Product of a Data Governance Program
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Metadata & Data Governance Metadata as a By-Product of a Data Governance Program
• Where Do We Start – Define Metadata Domains
• Data Definition Metadata
• Data Production Metadata
• Data Usage Metadata
• Privacy, Security, Compliance Metadata
• Business Rule Metadata
• Hardware Metadata
• Software Metadata
• Technology Metadata
• Vendor Metadata
• Note that this is a sample list that of what companies use.
• Beyond this they break the domains into “aspects of definition meta-data”, “aspects of production meta-data”, … very particular to each company.
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• Where Do We Start – Define Organization Units
• The Organizational Units can be pulled from an organizational chart or they can be determined by Company, Division, Department, Team, …
• If the Organizational Units are defined by the Company it is often left to the Company to determine how granular they want to get with their units.
• It is not uncommon for organizational units to use different levels (some at the departmental level and some at the division level).
• Once the definition of units have been completed, the most senior level manager of that lowest granularity group identifies a logical person to help manage the stewards in their group.
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• How Do We Populate the Stakeholder of the CDM? – Naturally! That is the Non-Invasive way!
• By the Metadata Steward Coordinator • Through project management • Through recall of past projects • Through existing committees & working groups
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Metadata & Data Governance Metadata as a By-Product of a Data Governance Program
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• How Do We Populate the Stakeholder of the CDM? – Metadata Steward Coordinator
• The Metadata Steward Coordinator often has the responsibility of identifying the operational meta-data stewards for their business unit by meta-data domain.
• This may require the coordinator to research and inventory the data that is being defined, produced and used in their business unit.
• This requires that the domains of data are defined and documented to the level of detail that will enable the Data Steward Coordinator to complete this task.
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• First Order of Business:
– Identify Data Stewards and Record Who They Are
– Identify When and How They Should Be Involved
– Follow Governed Process
Metadata & Data Governance Applying Governance to Metadata
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• Pro-Active Data Governance
– Build application of stewards into existing project management methodology
• Reactive Data Governance
– Build application of stewards into data quality methodology
– Build application of stewards into issue resolution process
• Triggers
– Using Stewards & Recorded Steward Metadata to Demonstrate Communications Improvement
• Escalation & Resolution
– Using Stewards & Recorded Steward Metadata to Get … the “Right” People Involved in the “Right” Decisions at the “Right” Time.
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• Pro-Active Data Governance – Build Into Methodology
DATA DEFINERDATA
PRODUCER
DATA STEWARD
COORDINATOR
DATA GOVERNANCE ACTIVITY MATRIX
DATA
DEVELOPMENT
LIFE CYCLE
(DDLC)
INFORMATION
GATHERING
(DOMAIN, SYSTEM,
STEWARDS)
OPERATIONAL DATA STEWARDS
DATA USER
DATA DOMAIN
STEWARD
(or designee)
DATA DOMAIN / LOB/FUNCTIONAL AREA
ASSESSMENT &
REQUIREMENTS
PLANNING &
ANALYSIS
SOLUTION DESIGN
SOLUTION
DEVELOPMENT
SOLUTION TESTING
SOLUTION
IMPLEMENTATION
SOLUTION
MONITORING &
MAINTENANCE
Activity initiated re: this domain,
Data Domain Steward is involved
in identifying and recording info
related Domains, Systems,
Stewards per issue or task.
Activity initiated re: this domain,
Steward Coordinator is involved in
identifying Operational Stewards
in this LOB/FA that should
participate in this work flow.
Assure appropriate business
meta-data is recorded.
Propose alternatives
for data definition
solution that best fits
with defined
requirements.
Provide input to the
development of the
data production
solution.
Coordinate tasks associated
conducting the assessment and
requirements steps.
Provide definition
requirements &
gathering document.
Define data needed to
operate business &
report results.
Test data solution
from a definition
perspective. Assure
that appropriate
business meta-data is
recorded.
Provide production
requirements per
definition. Produce
data needed to
operate business &
report results.
Produce user
requirements. Use
data needed to
operate business &
report results.
Coordinate activities of
Operational Stewards including
project timelines, status reporting,
tactical decision making. Assure
appropriate business meta-data is
recorded.
Coordinate activities of
Operational Stewards including
project timelines, status reporting,
tactical decision making.
Provide data
definition guidance to
build the appropriate
solution.
Provide data
production guidance
to build the
appropriate solution.
Provide data usage
guidance to build the
appropriate solution.
Coordinate tasks associated
conducting planning and analysis
steps.
Propose alternatives
for data production
that best fits with the
data definition
solution and defined
requirements.
Propose alternatives
for data usage
solution that best fits
with defined
requirements.
Coordinate activities of
Operational Stewards including
timelines, reporting. Propose
solution to Data Domain Steward.
Assure appropriate business
meta-data is recorded.
Coordinate tasks associated
conducting planning and analysis
steps. Accept or Resolve solution
from the Steward Coordinator.
Coordinate activities of all
individuals related to development
work including timelines, status,
tactical decision making.
SYSTEM SMEs
IT
DATA SMEs
Test data solution
from a production
perspective. Assure
that appropriate
business meta-data is
recorded.
Test data solution
from a usage
perspective. Assure
that appropriate
business meta-data is
recorded.
Coordinate activities of the
Operational Stewards related to
testing work including timelines,
status, tactical decision making.
Coordinate activities of the
Operational Stewards related to
solution implementation including
timelines, status, tactical decision
making.
Coordinate activities of the
Operational Stewards related to
solution monitoring &
maintenance including timelines,
status, tactical decision making.
Perform EIS system testing.
Assure that appropriate technical
meta-data is recorded.
Perform EIS data testing. Assure
that appropriate technical meta-
data is recorded.
Coordinate and manage all
technical aspects of data solution
development. Assure that
appropriate technical meta-data is
recorded.
Coordinate and manage all
technical aspects of system
solution development. Assure
that appropriate technical meta-
data is recorded.
Coordinate system design with
Data Domain Stewards and
Steward Coordinators.
Coordinate data design with Data
Domain Stewards and Steward
Coordinators.
Coordinate and manage all
technical aspects of system
planning and analysis with Data
Domain Stewards and Steward
Coordinators.
Coordinate and manage all
technical aspects of data planning
and analysis with Data Domain
Stewards and Steward
Coordinators.
Coordinate and manage all
technical aspects of system
assessment & requirements
gathering with Data Domain
Stewards and Steward
Coordinators.
Coordinate and manage all
technical aspects of data
assessment & requirements
gathering with Data Domain
Stewards and Steward
Coordinators.
Coordinate and manage all
technical aspects of data
information gathering with Data
Domain Stewards and Steward
Coordinators. Assure appropriate
technical meta-data is recorded.
Coordinate and manage all
technical aspects of system
information gathering with Data
Domain Stewards and Steward
Coordinators. Assure appropriate
technical meta-data is recorded.
Participate in data
definition information
gathering as needed.
Participate in data
production
information gathering
as needed.
Participate in data
usage information
gathering as needed.
Coordinate and manage all
technical aspects of system
solution implementation.
Coordinate and manage all
technical aspects of system
solution monitoring &
maintenance.
Coordinate and manage all
technical aspects of data solution
implementation.
Coordinate and manage all
technical aspects of data solution
monitoring & maintenance.
Coordinate business tasks
associated with solution testing
steps.
Coordinate business tasks
associated with solution
implementation.
Coordinate business tasks
associated with solution
monitoring & maintenance.
As part of daily job,
identify operation
data issues pertaining
to their domain of
data.
As part of daily job,
identify operation
data issues pertaining
to their domain of
data.
As part of daily job,
identify operation
data issues pertaining
to their domain of
data.
24
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• Reactive Data Governance – Build Into Response
• Data Quality Methodology – Qualify & Prioritize Data Issue – Identify Affected Data Domain – Identify Affected Data Stewards – Conduct Data Systems & Data Resource Discovery – Conduct Root Cause Analysis – Conduct Cost-Benefit Analysis – Analyze & Recommend Resolution – Gain Approval, Funding, Resources – Resolve Data Issue
• Cross Reference DQ Methodology & Resources – Who does What and When?
25
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DATA GOVERNANCE & STEWARDSHIP
META-DATA MANAGEMENT
Metadata is a by-product and an enabler to improved Data Governance.
Governing Through Metadata
Metadata Governance
Governance must be applied to meta-data as the discipline of managing meta-data.
26
Metadata & Data Governance The Relationship – The Other Way
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Metadata & Data Governance Governing Business & Technology Metadata
• Traditional Metadata Classifications: – Data Definition Metadata
• Data Modeling Tools • Database Catalogs • Data Dictionaries • Data Standards • Data Quality Tools • Business Rules
– Compliance Rules – Classification Rules – Privacy Rules – Security Rules
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Metadata & Data Governance Governing Business & Technology Metadata
• Traditional Metadata Classifications: – Data Production Metadata
• Data Mappings Spreadsheets • Extract Transformation Load Tools
– Data Usage Metadata • Reporting Tools • Scheduling Tools • Report Catalog Tools • Ad-Hoc Reporting Tools
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There are
a lot of
different
types of
meta-data.
Need people
to define,
produce, use
the meta-data.
Need
process
to manage
the meta-
data.
Need discipline
to maintain the
meta-data.
29
Metadata & Data Governance Governing Business & Technology Metadata
IT ASSETS
SYSTEM
DATA
NON-SYSTEM
DATA
IT ASSET MANAGEMENTMETA-DATA FRAMEWORK
STRUCTURED
DATA
UNSTRUCTURED
DATA
System Asset Data
Applications
Jobs/Procs
Programs/Scripts
Copybooks, ...
Database
Table Space
Table/View
Column
Index, …
Data Model
Entity
Attribute/Key
Domain
Valid Value, ...
Reporting Tool
Report/Query
Data/Logic
Distribution
Relationships between System
Infrastruct Data specified above.
Example: Database to Table to
Column
more … Inventory & Audit
Non-System Asset Data
Mainframe Hardware
Mainframe Software
Networks
Printers
Telephone
PC Hardware/Software
Technical Architecture
Mission/Vision
Best Practices
Policies
Standards
Procedures
Methodology
Configuration
People/Stewards
Locations
Timing/Dependencies
Business Rules
Metrics/Measurements
Relationships between Non-
System Infrastructure Data
specified above. Example: Method
to Procedure to Steward
more … Inventory & Audit
Structured Data
Resides in … “Data”
Databases/Tables/Columns
IT Data Management Tools
Business Technology Tools
Spreadsheets/Desktop Tools
Other
Unstructured Data
Resides in … “Artifacts”
Documents (Non Web-Based)
Content (Web-Based)
Desktop Tools
Video/Graphics/Video
Other
Relationships
Resides in … “Artifacts” if at all
Between Assets & the Data
Between System & Non-Sys Data
Within System & Non-System Data
Between Structured & Unstructured Data
Example: Applications (System Asset) to
Hardware (Non-System Asset),
Hardware to Software (Non-System Asset)
DATA GOVERNANCE FRAMEWORK
DATA GOVERNANCE FRAMEWORK
DA
TA
GO
VE
RN
AN
CE
FR
AM
EW
OR
K
DA
TA
GO
VE
RN
AN
CE
FR
AM
EW
OR
KRELATIONSHIPS
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Metadata & Data Governance The Role / Tool of Data Stewards
• The Role of Metadata Data Stewards:
The Definition Metadata will not manage itself.
Metadata Definers: Responsible for Data Definition Metadata 2 Perspectives: 1. Someone has to Identify What Definition Metadata is Needed 2. Someone has to Provide the Definition Metadata Operational Data Stewards
The Definition of Metadata will not manage itself.
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• The Role of Metadata Data Stewards:
The Production Metadata will not manage itself.
Metadata Producers: Responsible for Data Production Metadata 2 Perspectives: 1. Someone has to Identify What Production Metadata is Needed 2. Someone has to Provide the Production Metadata Operational Data Stewards
The Production of Metadata will not manage itself.
31
Metadata & Data Governance The Role / Tool of Data Stewards
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• The Role of Metadata Data Stewards:
The Usage Metadata will not manage itself.
Metadata Users: Responsible for Usage Data Metadata 2 Perspectives: 1. Someone has to Identify What Usage Metadata is Needed 2. Someone has to Provide the Usage Metadata Operational Data Stewards
The Usage of Metadata will not manage itself.
32
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• Second Order of Business:
– Identify Metadata Stewards and Record Who They Are
– Identify When and How They Should Be Involved
– Follow Governed Process
Metadata & Data Governance Applying Metadata Stewards to Metadata Process
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• Pro-Active Metadata Governance
– Build application of meta-data stewards into existing meta-data project management methodology
• Reactive Metadata Governance
– Build application of meta-data stewards into meta-data quality methodology
– Build application of meta-data stewards into meta-data issue resolution process
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Metadata & Data Governance Revisiting the Common Data Matrix
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Metadata & Data Governance Revisiting the Data Governance Framework
37
Operational Level
Operational Data Stewards (existing)
Data Definers, Producers, Users
These people are presently defining,
producing and using data as part of their
jobs. Recording of the Operational Data
Stewards will be an important enabler of
improved communications, coordination
and cooperation among stewards.
Tactical Level
Data Domain Stewards
Per assigned Subject Areas
Data Steward Coordinators
One per Business Unit
Strategic Level
Data Governance CouncilData Governance Sponsors Group
or Group of similar participation. One person, plus
alternate, for each Business Unit represented & IT.
Consider financial services & human resources.
Executive Level
Data Steering CommitteeSenior-most level knowledge of the program.
Leverage existing business structure as possible.
If no structure exists, utilize an IT Steering Committee
or an executive founded board or council.
Operational Level - Business Unit Specific
Strategic -
Enterprise
Tactical Level - Cross Business Unit
Executive
Non-Invasive Data Governance™ Operating Modelof Roles & Responsibilities
Escalation / A
pproval Path
Dat
a G
ove
rnan
ce P
rogra
m T
eam
(D
GPT)
IT S
ubje
ct R
esourc
e Exp
erts
Data Governance Program Team
Data Governance Team ManagerResponsible for Administering the Program,
facilitating use of the Data Governance Council,
communicating program components and value to the Organization.
Advisory assistance from other levels.
IT Subject Resource Experts
System/Data Resource ExpertsIT Staff including Application
Development, Data Design,
Security, and other Data
Resource Management.
Com
munication
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Legend: Gray Block w/Bold X = Active Participant, Block w/Dull X = Optional Participant, * See Appendix for Template
Outcome / DeliverablesProcess Step
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
X
Me
ta-D
ata
Do
ma
in S
tew
ard
s
Me
ta-D
ata
Da
ta S
tew
ard
Co
ord
ina
tors
Me
ta-D
ata
Sy
sS
ME
s &
Da
taS
ME
s
Me
ta-D
ata
De
fine
rs
Me
ta-D
ata
Pro
du
ce
rs
Me
ta-D
ata
Us
ers
Meta-Data Stewards
Mapped to Meta-Data
Processes
Conceptual Modelof Taxonomy
Data Analysis for Data Listed inStep 3
Mapping of Source Data toData
Change Control, Versioning &Security Requirements
Documentation Validating“Best” Source
Data Movement, User Interface& Functional Development
Data List PerBusiness Requirements
Attributed Logical Model ofTaxonomy
XX X X X X Sign Off of Data Validationin the Repository
X
X X
X
1. Develop Conceptual Model /Data Taxonomy
4. Conduct Data Analysis of Attributes UsingData Analysis Template
5. Map Sources of Source Data toRepository Data Structures
6. Assess Change Control, Versioning, Security
7. Selection of the “Best” Sourcefor the Data
8. Design and Develop theData “Engine” and User Interface
2. Further Develop Logical ModelIncluding Attribution of Entities
9. Validate and Test Data
3. Specify Which Taxonomy Attributes Will BeIncluded in the Repository
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Metadata & Data Governance Governing Metadata Through PMM
Fill in With Metadata Definition
Fill in With Metadata Location
Fill in With Domain Specs
Metadata
Fill in With Steward
Responsibility
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Metadata & Data Governance Crossing the 2-Way Street
• Metadata & Data Governance are like “Love & Marriage”
“You can’t have one without the other!”
• Metadata is a By-Product of Governing & Stewarding Data.
• The Metadata Needs to be Governed Just Like Business Data.
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter at #RWDG 41
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter at #RWDG 41
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG
41
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Metadata & Data Governance Metadata Will Not Govern Itself
• Follow a Non-Invasive Metadata Governance™ Approach:
– Identifying rather than assigning meta-data stewards.
– Applying roles and responsibilities to meta-data processes.
– Providing formality and structure to what has always been informal.
• Thank you for attending my session!
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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter at #RWDG 42
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter at #RWDG 42
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG
42
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
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