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Copyright © 2018 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
#RWDG @RSeiner
What is a Data Steward to do? 
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
January 17, 2019 – 11:00 a.m. PT / 2:00 p.m. ET
Real‐World Data Governance
RWDG Slides: What is a Data Steward to do?
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Copyright © 2018 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
#RWDG @RSeiner
• Real‐World Data Governance – Monthly Webinar Series
February 21, 2019 – Metadata Governance for Catalogs, Glossaries, Dictionaries, and Data
Third Thurs @ 2pm EST – Register at TDAN.com, KIKconsulting.com, DATAVERSITY.net
• Non‐Invasive Data Governance Book
ISBN 9781935504856 / Technics Publishing / Amazon.com
• Speaking @ Dataversity Events
Enterprise Data Governance Online 2019 (EDGO) – Virtual Conference – January 23, 2019
Enterprise Data World 2019 (EDW) – Boston, MA – March 17‐22, 2019
Data Governance and Information Quality Conference 2019 (DGIQ) – San Diego, CA – June 3‐7, 2019
• Non‐Invasive Data Governance Online Learning Plan
DATAVERSITY Training Center
https://training.dataversity.net
• The Data Administration Newsletter (TDAN.com)
Twice Monthly – Data Articles, Columns, Blogs and Features
Produced by DATAVERSITY – Subscribe for emails
• KIK Consulting & Educational Services
KIKConsulting.com
Home of Non‐Invasive Data Governance™
Real‐World Data Governance
Introduction
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Copyright © 2018 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
#RWDG @RSeiner
• Real‐World Data Governance – Monthly Webinar Series
February 21, 2019 – Metadata Governance for Catalogs, Glossaries, Dictionaries, and Data
Third Thurs @ 2pm EST – Register at TDAN.com, KIKconsulting.com, DATAVERSITY.net
• Non‐Invasive Data Governance Book
ISBN 9781935504856 / Technics Publishing / Amazon.com
• Speaking @ Dataversity Events
Enterprise Data Governance Online 2019 (EDGO) – Virtual Conference – January 23, 2019
Enterprise Data World 2019 (EDW) – Boston, MA – March 17‐22, 2019
Data Governance and Information Quality Conference 2019 (DGIQ) – San Diego, CA – June 3‐7, 2019
• Non‐Invasive Data Governance Online Learning Plan
DATAVERSITY Training Center
https://training.dataversity.net
• The Data Administration Newsletter (TDAN.com)
Twice Monthly – Data Articles, Columns, Blogs and Features
Produced by DATAVERSITY – Subscribe for emails
• KIK Consulting & Educational Services
KIKConsulting.com
Home of Non‐Invasive Data Governance™
Real‐World Data Governance
Introduction
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• In this webinar I will discuss:
– The crucial role of the Data Steward in Data Governance
– Different types of Data Stewards and what they do
– Aligning Data Steward activities with program goals
– Improving existing Data Steward actions
– Finding new ways to use your Data Stewards
What is a Data Steward to do?
Abstract
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
“Everybody is a Data Steward. Get over it!”
“If everybody is a Data Steward, then nobody is a Data Steward.”
“How much data would a Data Steward steward,
if a Data Steward could steward data?”
“How many Data Stewards are we going to need,
and how long are we going to need them for?”
What is a Data Steward to do?
Quotable and Memorable Data Steward Lines
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Data Governance
– Data Governance is the Execution and Enforcement of Authority 
Over the Management of Data and Data‐Related Resources.
• Data Stewardship
– Data Stewardship is the Formalization of Accountability
Over the Management of Data and Data‐Related Resources.
– A Data Steward is a person that is held formally accountable for their 
relationship to the data they define, produce and use.
What is a Data Steward to do?
Definitions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Non‐Invasive Data Governance™
– The practice of:
• applying formal accountability  behavior 
• through non‐invasive roles  responsibilities
• to existing and / or new processes
• to assure that the definition, production  usage of data
• assures regulatory compliance, security, privacy, protection  quality.
– Non‐Invasive describes how governance is applied to assure
non‐threatening management of valuable data assets.
– The goal is to be
» Transparent
» Supportive
» Collaborative.
What is a Data Steward to do?
Definitions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Who is a Data Steward?
– A Data Steward can be anybody in the organization (business or technical) 
that defines, produces, and/or uses data as part of their job if they are 
held formally accountable for what they do with the data.
• What does it mean to be held formally accountable?
– This is the basis of the Non‐Invasive Approach to Governance.
– Written into job description and performance evaluation.
– Given time and tools to perform the function.
– Given knowledge to perform the function.
What is a Data Steward to do?
The crucial role of the Data Steward in Data Governance
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Data Definers – Role of the people who define data as part of their job.
– Who are these people – do you have a record of their names?
– What data do these people define – do you have a process for this?
– How are these people defining the data – does it compare to best practice?
– Are these people being held formally accountable for defining data?
– Why does it matter?
What is a Data Steward to do?
The crucial role of the Data Steward in Data Governance
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Data Producers – Role of the people who produce data as part of their job.
– Who are these people – do you have a record of their names?
– What data do these people produce – do you have a process for this?
– How are these people producing the data – does it compare to best practice?
– Are these people being held formally accountable for producing data?
– Why does it matter?
What is a Data Steward to do?
The crucial role of the Data Steward in Data Governance
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Data Users – Role of the people who use data as part of their job.
– Who are these people – do you have a record of their names?
– What data do these people use – do you have a process for this?
– How are these people using the data – does it compare to best practice?
– Are these people being held formally accountable for using data?
– Why does it matter?
What is a Data Steward to do?
The crucial role of the Data Steward in Data Governance
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• xxxx
What is a Data Steward to do?
The crucial role of the Data Steward in Data Governance
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Tactical Level
• Operational Level
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Tactical Level
– Data Domain Stewards
• Data Subject Matter Experts
• Data Custodians
• Data Owners
• Operational Level
– Operational Data Stewards
• Data Definers
• Data Producers
• Data Users
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Tactical Level
– What are they called?
• Data Domain Stewards
• Data Subject Matter Experts
• Data Custodians
• Data Owners
– Responsible for …
• Subject Matter of Data
• Category of Information
• Data Associated with an Application
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Operational Level
– What are they called?
• Operational Data Stewards
• Data Definers
• Data Producers
• Data Users
– Responsible for …
• the actions they take with data
• if they are held formally accountable for their actions
• and they know the responsibilities that go with being accountable
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Seiner’s Eight Rules for Becoming a Data Steward
1. A Data Steward Can Be Anybody
2. Data Stewards Describe a Relationship to Data and Is Not a Position
3. A Data Steward Is Not Hired to Be a Data Steward
4. A Data Steward Doesn’t Need the Title of Data Steward
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Seiner’s Eight Rules for Becoming a Data Steward 
5. A Data Steward Doesn’t Have to Be Told How to Do His or Her Job
6. Public or Industry Data‐Steward Certification Is a Load of Bunk 
7. More Than One Data Steward Exists for Each Type of Data
8. Data‐Steward Training Should Focus on Formalizing Accountability
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Everybody is a Data Steward – Get Over It!
– The fact that everybody is a data steward provides complete and absolute
coverage of all the people that must be held formally accountable for your
data.
– Organizations must first inventory and record how people are related to
the data, and design their Data Governance Programs to address the idea
that everybody in the organization is a steward of the data.
What is a Data Steward to do?
Different types of Data Stewards and what they do
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• What are the goals for your Data Governance program?
– To improve the understanding of data.
– To improve the protection of sensitive data.
– To improve the quality of data.
– To improve the shareability of data.
What is a Data Steward to do?
Aligning Data Steward activities with program goals
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How do we align the activities of the Data Stewards with those goals?
– Get them involved in improving understanding
• Data and Report Catalogs
• Business Glossaries
• Data Dictionaries
What is a Data Steward to do?
Aligning Data Steward activities with program goals
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How do we align the activities of the Data Stewards with those goals?
– Get them involved in improving data protection
• Data Classification
• Handling Rules
• Awareness
What is a Data Steward to do?
Aligning Data Steward activities with program goals
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How do we align the activities of the Data Stewards with those goals?
– Get them involved in improving data quality
• Critical Data Elements (CDEs)
• Standards
• Profiling
What is a Data Steward to do?
Aligning Data Steward activities with program goals
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How do we align the activities of the Data Stewards with those goals?
– Get them involved in improving shareability
• Policies
• Guidelines
• Rules
What is a Data Steward to do?
Aligning Data Steward activities with program goals
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Levels of Operational Data Stewards
– Data Definition Stewards
– Data Production Stewards
– Data Usage Stewards
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Get Leadership to Concur
– That everybody who defines data should be accountable.
• For following procedure
• For sound business definition
• For recording metadata
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Get Leadership to Concur
– That everybody who produces data should be accountable.
• For quality
• For understanding impact
• For gathering all necessary data
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Get Leadership to Concur
– That everybody who uses data is accountable.
• Isn’t this a given?
• Not optional
• Data must be protected. 
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Make certain everybody follows the Bill of “Rights”
– Getting the “Right” People
– Involved at the “Right” Time
– In the “Right” Way
– Using the “Right” Data
– To Make the “Right” Decision
– Leading to the “Right” Solution
– … Most of the Time
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Get Management to Embrace Different Perspective
– We ARE already governing data (but we are doing it informally).
– We CAN formalize how we govern data by putting structure around what 
we are presently doing.
– We CAN Improve:
• How We Manage Data Risk  Secure Data
• Data Quality  Provide Quality Assurance
• Coordination, Cooperation, Communications Around Data
– We DO NOT Have to Spend A Lot of Money.
In fact … Data Governance only costs the time we put into it.
– We NEED structure.  We should consider a Non‐Invasive approach.
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• Communicate Perspective Effectively
– Different message for each different audience
– Different timing for each communication type
– Different tool of delivery
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
What is a Data Steward to do?
Improving existing Data Steward actions
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How are you presently utilizing your Data Stewards?
– Using Stewards to Improve the Protection of Sensitive Data
– Using Stewards to Improve the Understanding of Data
– Using Stewards to Improve the Quality of Data
– Using Stewards to Improve the Confidence People have in the Data
– Using Stewards to Improve the Definition, Production and Usage of Data
– Using Stewards to Reduce the Time Spent Manipulating Data
What is a Data Steward to do?
Finding new ways to use your Data Stewards
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Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How are you presently utilizing your Data Stewards?
– Using Stewards to Improve the Protection of Sensitive Data
– Using Stewards to Improve the Understanding of Data
– Using Stewards to Improve the Quality of Data
– Using Stewards to Improve the Confidence People have in the Data
– Using Stewards to Improve the Definition, Production and Usage of Data
– Using Stewards to Reduce the Time Spent Manipulating Data
• Most likely you do not have your stewards doing all of these things.
– What is the value that will come from extending stewards activities?
– Do the stewards have the time or interest in extending their activities?
What is a Data Steward to do?
Finding new ways to use your Data Stewards
36
36
Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• What are other uses for Data Stewards?
– Using Stewards to Improve Data Classification
– Using Stewards to Build and Maintain a Business Glossary / Data Dictionary
– Using Stewards to Manage Data as an Asset
What is a Data Steward to do?
Finding new ways to use your Data Stewards
37
37
Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• What are other uses for Data Stewards?
– Using Stewards to Assure Regulatory Compliance
– Using Stewards to Respond to an Examiner Report or Audit
– Using Stewards to Formalize Data Management
What is a Data Steward to do?
Finding new ways to use your Data Stewards
38
38
Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• How can we get the Data Stewards to do more things?
– Focus on Formalizing Existing Activities
– Get Stewards to Gain Understanding of the Value of “Great” Data
– Build Data Steward Communities of Interest / Focused Activities
– Provide Incentive for Improving Steward Activities
– Threaten Stewards with Termination – Hey wait, that’s not non‐invasive. 
What is a Data Steward to do?
Finding new ways to use your Data Stewards
39
39
Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
• In this webinar I discussed:
– The crucial role of the Data Steward in Data Governance
– Different types of Data Stewards and what they do
– Aligning Data Steward activities with program goals
– Improving existing Data Steward actions
– Finding new ways to use your Data Stewards
What is a Data Steward to do?
Summary
40
40
Copyright © 2018 Robert S. Seiner – KIK Consulting  Educational Services / TDAN.com
Non‐Invasive Data Governance™ is a trademark of Robert S. Seiner  KIK Consulting 
#RWDG @RSeiner
Real‐World Data Governance
Questions and Answers
Next Month – Real‐World Data Governance Webinar Series
Metadata Governance for Catalogs, Glossaries, Dictionaries, and Data
February 21st, 2019 – 2 pm ET
Sign up at TDAN.com, Dataversity.net, KIKConsulting.com
41
41
Copyright © 2018 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
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner  #RWDG
Real‐World Data Governance
Contact Information

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RWDG Slides: What is a Data Steward to do?