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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 About This Webinar at #RWDG
1
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Real-World Data Governance
DIY and Purchased Data Governance Tools
Monthly Webinar Series Hosted by Dataversity
June 16, 2016 – 2:00 p.m. EST
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
22
#RWDG @RSeiner
• Real-World Data Governance – Monthly Webinar Series
– Third Thursday of Each Month – 2pm EST
– July 21, 2016 – Data Steward Definition and Other Data Governance Roles
– Register On-Line at TDAN.com, KIKConsulting.com and DATAVERSITY.net
Real-World Data Governance
Upcoming Webinars
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
33
#RWDG @RSeiner
• Non-Invasive Data Governance:
The Path of Least Resistance and Greatest Success
ISBN 9781935504856 / Technics Publishing / Amazon.com
• KIKConsulting.com
Home of Non-Invasive Data Governance™
• DATAVERSITY Events (with DEBTech International)
– Data Governance & Information Quality (DGIQ) Conference
June 27 – July 1, 2016 – San Diego, CA
Assess Your Existing DG Program – Tutorial
Data Governance, Privacy and Internet of Things – Session
Real-World Data Governance
In the News
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
44
#RWDG @RSeiner
• The Data Administration Newsletter
(TDAN.com)
– Monthly Publication
– June Issue Available
– Articles, Columns, Features, Blogs
– Published by Bob Seiner
– Produced by DATAVERSITY
– Subscribe On-Line for Updates
Real-World Data Governance
In the News
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
55
#RWDG @RSeiner
DIY and Purchased DG Tools
Introduction
• Data Governance tools are enablers to program success.
• The metadata stored in these tools become the backbone of a successful
Data Governance program.
• The question of whether to develop your own tools versus purchasing Data
Governance tools is looked at early in the program development process.
• There are benefits and drawbacks to either way you answer this question.
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
66
#RWDG @RSeiner
DIY and Purchased DG Tools
Introduction
• This month’s RWDG webinar focuses on making smart choices when it
comes to selecting or developing the tools to support Data Governance.
• Bob will share his experiences of evaluating tools on the market and also
share templates and tools that he has created to assist programs through
the growing pains of success.
• There is something in the webinar for newbies and experienced
practitioners.
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
77
#RWDG @RSeiner
DIY and Purchased DG Tools
Introduction
• This webinar addresses:
– How to answer the Build vs Buy question
– Criteria for evaluating tools on the market
– Examples of tools you can create yourself
– Complimentary nature of DIY and purchased tools
– Cost and benefits of Data Governance tool choices
– Vendors and Tools on the Market
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
88
#RWDG @RSeiner
DIY and Purchased DG Tools
Build vs Buy
• Considerations for the Build Versus Buy Decision
– Requirements / Planning
– Existing Tools First
– Timing of the Decision
– Resources Required
– Total Cost of Ownership
– Funding / Approval
– Tools Evaluation
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
99
#RWDG @RSeiner
DIY and Purchased DG Tools
Build vs Buy
• Considerations for Building Data Governance Tools
– What do you need the tool to do?
– Skills to Design / Develop / Implement / Maintain
– Amount of Time to Deliver
– For use by Group / Department / Enterprise
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1010
#RWDG @RSeiner
DIY and Purchased DG Tools
Build vs Buy
• More Considerations for Building Data Governance Tools
– DIY Tool Ideas / Stay Tuned for Some
– Database / Spreadsheet / Application
– Education / Training / Support
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1111
#RWDG @RSeiner
DIY and Purchased DG Tools
Build vs Buy
• Considerations for Buying Data Governance Tools
– What do you need the tool to do?
– Match Tool with Requirements / Anticipate Future Requirements
– Funding to Acquire
– Resources to Manage
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1212
#RWDG @RSeiner
DIY and Purchased DG Tools
Build vs Buy
• More Considerations for Buying Data Governance Tools
– IT Governance / Acquisition Process
– Hardware, Database & Technical Support
– Education / Training / Support
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1313
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• Tool Evaluation Criteria
– Data Governance Criteria
– Metadata Management Criteria
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1414
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• Data Governance Requirements and Capabilities
– Business Glossary Capabilities
– Ability to Customize
– Application of Stewardship / Ownership
– Customizable Roles
– Workflow Management
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1515
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• More Data Governance Requirements and Capabilities
– Policies and Standards Repository
– Business and Master Data Rule Repository
– Domain Values - Allowable Values (Reference Data)
– Source to Target Mapping – Data Lineage
– Impact Analysis
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1616
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• Even More Data Governance Requirements and Capabilities
– Data Governance Metrics Capabilities
– Extend Data Artifacts and Relationships
– Data Issues Log and Resolution Process
– Data Profiling Capabilities – Diverse Sources
– Support for Internal Audit
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1717
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• Metadata Requirements and Capabilities
– Metamodels and Software Releases
– Extensibility
– Self-Defined Loads
– Role Representation
– Process Integration
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1818
#RWDG @RSeiner
DIY and Purchased DG Tools
Criteria for Evaluating Tools
• More Metadata Requirements and Capabilities
– Change Control and Versioning
– Communications
– End User Requirements
– Training and Education
– Resource Requirements
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
1919
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
• Do-It-Yourself Tools and Templates
– Data Governance Framework
– Operating Model of Roles and Responsibilities
– Common Data Matrix
– Governance Activity Matrix
– Communications Matrix
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2020
#RWDG @RSeiner
SEINER NON-INVASIVE FRAMEWORK FOR DATA GOVERNANCE IMPLEMENTATION
Endorse
Processes
Resolution
Processes
EXECUTIVE
STRATEGIC
TACTICAL
OPERATIONAL
SUPPORT
Domain
Processes
Daily
Processes
Enforce
Processes
Metric
Approval
Metric
Acceptance
Domain
Metrics
Daily
Measurements
Collect
Report
Metrics
Policy
Directive
Best Practice
Guidelines
Standards
Requirements
Workflow
Glossary
Dictionary
Metadata
KIK Artifacts
(Common Data
Activity Matrices)
Support
Sponsor
Understand
Meetings
Status
Subject
Project
Orientation
On Boarding
Ongoing
Plan
Develop
Deliver
Steering
Committee
(Delegate)
Council
(Decision)
Domain
Stewards
Owners
(Subject)
Data
Stewards
(Daily)
DG Lead
Work Groups
Partners
(Function)
Copyright © 2016 – Robert S. Seiner and KIK Consulting & Educational Services, LLC
LEVEL
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
ROLES (AUTHORITY) – FORMAL RESPONSIBILITY
PROCESSES – APPLICATION and ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED & DEVELOPED
Levels
Components
ROLES(AUTHORITY)
COMMUNICATIONS
TOOLS
METRICS
PROCESSES
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2121
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
SEINER NON-INVASIVE FRAMEWORK FOR DATA GOVERNANCE IMPLEMENTATION
Endorse
Processes
Resolution
Processes
EXECUTIVE
STRATEGIC
TACTICAL
OPERATIONAL
SUPPORT
Domain
Processes
Daily
Processes
Enforce
Processes
Metric
Approval
Metric
Acceptance
Domain
Metrics
Daily
Measurements
Collect
Report
Metrics
Policy
Directive
Best Practice
Guidelines
Standards
Requirements
Workflow
Glossary
Dictionary
Metadata
KIK Artifacts
(Common Data
Activity Matrices)
Support
Sponsor
Understand
Meetings
Status
Subject
Project
Orientation
On Boarding
Ongoing
Plan
Develop
Deliver
Steering
Committee
(Delegate)
Council
(Decision)
Domain
Stewards
Owners
(Subject)
Data
Stewards
(Daily)
DG Lead
Work Groups
Partners
(Function)
Copyright © 2016 – Robert S. Seiner and KIK Consulting & Educational Services, LLC
LEVEL
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
ROLES (AUTHORITY) – FORMAL RESPONSIBILITY
PROCESSES – APPLICATION and ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED & DEVELOPED
Levels
Components
ROLES(AUTHORITY)
COMMUNICATIONS
TOOLS
METRICS
PROCESSES
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2222
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2323
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2424
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2525
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2626
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2727
#RWDG @RSeiner
DATA DEFINER
DATA
PRODUCER
DATA STEWARD
COORDINATOR
DATA GOVERNANCE ACTIVITY MATRIX©
MASTER DATA
DEVELOPMENT
LIFE CYCLE
(MDDLC)
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.
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.
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.
Provide data
definition 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 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.
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2828
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
2929
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3030
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3131
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3232
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3333
#RWDG @RSeiner
DIY and Purchased DG Tools
Tools You Can Create
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3434
#RWDG @RSeiner
DIY and Purchased DG Tools
Complimentary Nature
• Using Both Purchased and DIY Tools
– Use Tools that Leverage Each Other
– Inevitable Reality (That You Will have Both)
– Match Tool with Requirement
– Portability of Metadata
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3535
#RWDG @RSeiner
DIY and Purchased DG Tools
Complimentary Nature
• More on Using Both Purchased and DIY Tools
– Centralized Access – Metadata Warehouse
– Education / Training
– Limit the Number of Tools
– Availability of DIY Tools Metadata through Purchased Tools
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3636
#RWDG @RSeiner
DIY and Purchased DG Tools
Cost and Benefits
• Weighing the Costs and Benefits
– Requirements Cost
– Approval Cost
– Tool Cost
– Resource Cost
– Maintenance Cost
– Hardware Cost
– Education Cost
– Training Cost
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3737
#RWDG @RSeiner
DIY and Purchased DG Tools
Cost and Benefits
• Weighing the Costs and Benefits
– Understanding Benefit
– Quality Benefit
– Protection Benefit
– Data Management Benefit
– Workflow Benefit
– Audit Benefit
– Legal Benefit
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3838
#RWDG @RSeiner
• Types of Tools
– Data Governance / Stewardship
– Metadata Management
– Business Glossary / Data Dictionary
– Workflow Management
– Data Discipline Tools
• Data Modeling
• Data Movement / ETL
• Reporting
• Big Data and Analytics
• Security / Protection
• Change Management
DICTIONARY
DATA
VOCABULARY
Vocabulary
Semantic Level
Terminology
Business Language We Use
Data Dictionary
Business Metadata
Business Explanation of Data in Systems
Data
Systems, Databases, Reference (Code) Data, Technical
Metadata
DIY and Purchased DG Tools
Vendors and Tools on the Market
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
3939
#RWDG @RSeiner
Data Dictionary
Business Metadata
Business Explanation of Data in Systems
Data
Systems, Databases, Reference (Code) Data, Technical Metadata
Vocabulary
Semantic Level
Terminology
Business Language We UseMapstoHowUsed
Maps to
Multiple
Business Term
Standard Data Name System Data Name
Business System
Data Name
Business System
Data Name
Business System
Data Name
DIY and Purchased DG Tools
Vendors and Tools on the Market
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
4040
#RWDG @RSeiner
DIY and Purchased DG Tools
Vendors and Tools on the Market
• Vendors and Tools That Focus on DG
– Adaptive
– Metadata / Glossary Manager
– ASG
– Enterprise Data Intelligence
– Collibra
– Data Governance Center
– Computer Associates
– ERWin Data Modeler
– Data3Sixty
– Data3Sixty / Fusion
– Diaku
– Axon
– Global Data Excellence
– Governance 2.0
– Global Ids
– Enterprise DG Suite
– IBM
– InfoSphere
– Informatica
– MDM / Data Governance Suite
– SAP
– Data Management Products
– SAS
– Data Management Products
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
4141
#RWDG @RSeiner
DIY and Purchased DG Tools
Vendors and Tools on the Market
• Industry Analyst Reports
– Gartner Group
– Forrester Group
– Aberdeen Group
– McKinsey & Company
– Bain & Company
– SearchDataManagement.com
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
4242
#RWDG @RSeiner
DIY and Purchased DG Tools
Wrap Up
• In this webinar Bob addressed:
– How to answer the Build vs Buy question
– Criteria for evaluating tools on the market
– Examples of tools you can create yourself
– Complimentary nature of DIY and purchased tools
– Cost and benefits of Data Governance tool choices
– Vendors and Tools on the Market
• Next Real-World Data Governance Webinar – 2pm EST
– July 21, 2016 – Data Steward Definition and Other Data Governance Roles
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
4343
#RWDG @RSeiner
DIY and Purchased DG Tools
Wrap Up
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
Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
4444
#RWDG @RSeiner
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner
@TDAN_com
#RWDG
Real-World Data Governance
Contact Information

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RWDG Webinar: DIY and Purchased Data Governance Tools

  • 1. 1 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 1 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Real-World Data Governance DIY and Purchased Data Governance Tools Monthly Webinar Series Hosted by Dataversity June 16, 2016 – 2:00 p.m. EST
  • 2. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 22 #RWDG @RSeiner • Real-World Data Governance – Monthly Webinar Series – Third Thursday of Each Month – 2pm EST – July 21, 2016 – Data Steward Definition and Other Data Governance Roles – Register On-Line at TDAN.com, KIKConsulting.com and DATAVERSITY.net Real-World Data Governance Upcoming Webinars
  • 3. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 33 #RWDG @RSeiner • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success ISBN 9781935504856 / Technics Publishing / Amazon.com • KIKConsulting.com Home of Non-Invasive Data Governance™ • DATAVERSITY Events (with DEBTech International) – Data Governance & Information Quality (DGIQ) Conference June 27 – July 1, 2016 – San Diego, CA Assess Your Existing DG Program – Tutorial Data Governance, Privacy and Internet of Things – Session Real-World Data Governance In the News
  • 4. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 44 #RWDG @RSeiner • The Data Administration Newsletter (TDAN.com) – Monthly Publication – June Issue Available – Articles, Columns, Features, Blogs – Published by Bob Seiner – Produced by DATAVERSITY – Subscribe On-Line for Updates Real-World Data Governance In the News
  • 5. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 55 #RWDG @RSeiner DIY and Purchased DG Tools Introduction • Data Governance tools are enablers to program success. • The metadata stored in these tools become the backbone of a successful Data Governance program. • The question of whether to develop your own tools versus purchasing Data Governance tools is looked at early in the program development process. • There are benefits and drawbacks to either way you answer this question.
  • 6. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 66 #RWDG @RSeiner DIY and Purchased DG Tools Introduction • This month’s RWDG webinar focuses on making smart choices when it comes to selecting or developing the tools to support Data Governance. • Bob will share his experiences of evaluating tools on the market and also share templates and tools that he has created to assist programs through the growing pains of success. • There is something in the webinar for newbies and experienced practitioners.
  • 7. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 77 #RWDG @RSeiner DIY and Purchased DG Tools Introduction • This webinar addresses: – How to answer the Build vs Buy question – Criteria for evaluating tools on the market – Examples of tools you can create yourself – Complimentary nature of DIY and purchased tools – Cost and benefits of Data Governance tool choices – Vendors and Tools on the Market
  • 8. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 88 #RWDG @RSeiner DIY and Purchased DG Tools Build vs Buy • Considerations for the Build Versus Buy Decision – Requirements / Planning – Existing Tools First – Timing of the Decision – Resources Required – Total Cost of Ownership – Funding / Approval – Tools Evaluation
  • 9. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 99 #RWDG @RSeiner DIY and Purchased DG Tools Build vs Buy • Considerations for Building Data Governance Tools – What do you need the tool to do? – Skills to Design / Develop / Implement / Maintain – Amount of Time to Deliver – For use by Group / Department / Enterprise
  • 10. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1010 #RWDG @RSeiner DIY and Purchased DG Tools Build vs Buy • More Considerations for Building Data Governance Tools – DIY Tool Ideas / Stay Tuned for Some – Database / Spreadsheet / Application – Education / Training / Support
  • 11. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1111 #RWDG @RSeiner DIY and Purchased DG Tools Build vs Buy • Considerations for Buying Data Governance Tools – What do you need the tool to do? – Match Tool with Requirements / Anticipate Future Requirements – Funding to Acquire – Resources to Manage
  • 12. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1212 #RWDG @RSeiner DIY and Purchased DG Tools Build vs Buy • More Considerations for Buying Data Governance Tools – IT Governance / Acquisition Process – Hardware, Database & Technical Support – Education / Training / Support
  • 13. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1313 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • Tool Evaluation Criteria – Data Governance Criteria – Metadata Management Criteria
  • 14. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1414 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • Data Governance Requirements and Capabilities – Business Glossary Capabilities – Ability to Customize – Application of Stewardship / Ownership – Customizable Roles – Workflow Management
  • 15. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1515 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • More Data Governance Requirements and Capabilities – Policies and Standards Repository – Business and Master Data Rule Repository – Domain Values - Allowable Values (Reference Data) – Source to Target Mapping – Data Lineage – Impact Analysis
  • 16. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1616 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • Even More Data Governance Requirements and Capabilities – Data Governance Metrics Capabilities – Extend Data Artifacts and Relationships – Data Issues Log and Resolution Process – Data Profiling Capabilities – Diverse Sources – Support for Internal Audit
  • 17. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1717 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • Metadata Requirements and Capabilities – Metamodels and Software Releases – Extensibility – Self-Defined Loads – Role Representation – Process Integration
  • 18. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1818 #RWDG @RSeiner DIY and Purchased DG Tools Criteria for Evaluating Tools • More Metadata Requirements and Capabilities – Change Control and Versioning – Communications – End User Requirements – Training and Education – Resource Requirements
  • 19. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 1919 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create • Do-It-Yourself Tools and Templates – Data Governance Framework – Operating Model of Roles and Responsibilities – Common Data Matrix – Governance Activity Matrix – Communications Matrix
  • 20. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2020 #RWDG @RSeiner SEINER NON-INVASIVE FRAMEWORK FOR DATA GOVERNANCE IMPLEMENTATION Endorse Processes Resolution Processes EXECUTIVE STRATEGIC TACTICAL OPERATIONAL SUPPORT Domain Processes Daily Processes Enforce Processes Metric Approval Metric Acceptance Domain Metrics Daily Measurements Collect Report Metrics Policy Directive Best Practice Guidelines Standards Requirements Workflow Glossary Dictionary Metadata KIK Artifacts (Common Data Activity Matrices) Support Sponsor Understand Meetings Status Subject Project Orientation On Boarding Ongoing Plan Develop Deliver Steering Committee (Delegate) Council (Decision) Domain Stewards Owners (Subject) Data Stewards (Daily) DG Lead Work Groups Partners (Function) Copyright © 2016 – Robert S. Seiner and KIK Consulting & Educational Services, LLC LEVEL EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS ROLES (AUTHORITY) – FORMAL RESPONSIBILITY PROCESSES – APPLICATION and ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED & DEVELOPED Levels Components ROLES(AUTHORITY) COMMUNICATIONS TOOLS METRICS PROCESSES DIY and Purchased DG Tools Tools You Can Create
  • 21. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2121 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create SEINER NON-INVASIVE FRAMEWORK FOR DATA GOVERNANCE IMPLEMENTATION Endorse Processes Resolution Processes EXECUTIVE STRATEGIC TACTICAL OPERATIONAL SUPPORT Domain Processes Daily Processes Enforce Processes Metric Approval Metric Acceptance Domain Metrics Daily Measurements Collect Report Metrics Policy Directive Best Practice Guidelines Standards Requirements Workflow Glossary Dictionary Metadata KIK Artifacts (Common Data Activity Matrices) Support Sponsor Understand Meetings Status Subject Project Orientation On Boarding Ongoing Plan Develop Deliver Steering Committee (Delegate) Council (Decision) Domain Stewards Owners (Subject) Data Stewards (Daily) DG Lead Work Groups Partners (Function) Copyright © 2016 – Robert S. Seiner and KIK Consulting & Educational Services, LLC LEVEL EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS ROLES (AUTHORITY) – FORMAL RESPONSIBILITY PROCESSES – APPLICATION and ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED & DEVELOPED Levels Components ROLES(AUTHORITY) COMMUNICATIONS TOOLS METRICS PROCESSES
  • 22. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2222 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 23. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2323 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 24. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2424 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 25. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2525 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 26. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2626 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 27. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2727 #RWDG @RSeiner DATA DEFINER DATA PRODUCER DATA STEWARD COORDINATOR DATA GOVERNANCE ACTIVITY MATRIX© MASTER DATA DEVELOPMENT LIFE CYCLE (MDDLC) 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. 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. 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. Provide data definition 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 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. DIY and Purchased DG Tools Tools You Can Create
  • 28. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2828 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 29. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 2929 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 30. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3030 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 31. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3131 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 32. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3232 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 33. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3333 #RWDG @RSeiner DIY and Purchased DG Tools Tools You Can Create
  • 34. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3434 #RWDG @RSeiner DIY and Purchased DG Tools Complimentary Nature • Using Both Purchased and DIY Tools – Use Tools that Leverage Each Other – Inevitable Reality (That You Will have Both) – Match Tool with Requirement – Portability of Metadata
  • 35. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3535 #RWDG @RSeiner DIY and Purchased DG Tools Complimentary Nature • More on Using Both Purchased and DIY Tools – Centralized Access – Metadata Warehouse – Education / Training – Limit the Number of Tools – Availability of DIY Tools Metadata through Purchased Tools
  • 36. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3636 #RWDG @RSeiner DIY and Purchased DG Tools Cost and Benefits • Weighing the Costs and Benefits – Requirements Cost – Approval Cost – Tool Cost – Resource Cost – Maintenance Cost – Hardware Cost – Education Cost – Training Cost
  • 37. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3737 #RWDG @RSeiner DIY and Purchased DG Tools Cost and Benefits • Weighing the Costs and Benefits – Understanding Benefit – Quality Benefit – Protection Benefit – Data Management Benefit – Workflow Benefit – Audit Benefit – Legal Benefit
  • 38. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3838 #RWDG @RSeiner • Types of Tools – Data Governance / Stewardship – Metadata Management – Business Glossary / Data Dictionary – Workflow Management – Data Discipline Tools • Data Modeling • Data Movement / ETL • Reporting • Big Data and Analytics • Security / Protection • Change Management DICTIONARY DATA VOCABULARY Vocabulary Semantic Level Terminology Business Language We Use Data Dictionary Business Metadata Business Explanation of Data in Systems Data Systems, Databases, Reference (Code) Data, Technical Metadata DIY and Purchased DG Tools Vendors and Tools on the Market
  • 39. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 3939 #RWDG @RSeiner Data Dictionary Business Metadata Business Explanation of Data in Systems Data Systems, Databases, Reference (Code) Data, Technical Metadata Vocabulary Semantic Level Terminology Business Language We UseMapstoHowUsed Maps to Multiple Business Term Standard Data Name System Data Name Business System Data Name Business System Data Name Business System Data Name DIY and Purchased DG Tools Vendors and Tools on the Market
  • 40. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 4040 #RWDG @RSeiner DIY and Purchased DG Tools Vendors and Tools on the Market • Vendors and Tools That Focus on DG – Adaptive – Metadata / Glossary Manager – ASG – Enterprise Data Intelligence – Collibra – Data Governance Center – Computer Associates – ERWin Data Modeler – Data3Sixty – Data3Sixty / Fusion – Diaku – Axon – Global Data Excellence – Governance 2.0 – Global Ids – Enterprise DG Suite – IBM – InfoSphere – Informatica – MDM / Data Governance Suite – SAP – Data Management Products – SAS – Data Management Products
  • 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 4141 #RWDG @RSeiner DIY and Purchased DG Tools Vendors and Tools on the Market • Industry Analyst Reports – Gartner Group – Forrester Group – Aberdeen Group – McKinsey & Company – Bain & Company – SearchDataManagement.com
  • 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 4242 #RWDG @RSeiner DIY and Purchased DG Tools Wrap Up • In this webinar Bob addressed: – How to answer the Build vs Buy question – Criteria for evaluating tools on the market – Examples of tools you can create yourself – Complimentary nature of DIY and purchased tools – Cost and benefits of Data Governance tool choices – Vendors and Tools on the Market • Next Real-World Data Governance Webinar – 2pm EST – July 21, 2016 – Data Steward Definition and Other Data Governance Roles
  • 43. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 4343 #RWDG @RSeiner DIY and Purchased DG Tools Wrap Up
  • 44. 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 Copyright © 2016 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 4444 #RWDG @RSeiner • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner @TDAN_com #RWDG Real-World Data Governance Contact Information