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Copyright © 2020 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
Non-Invasive Metadata Governance
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
January 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
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Copyright © 2020 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 Metadata Governance
Introduction
• Real-World Data Governance – Monthly Webinar Series
February 19, 2020 – Glossaries, Dictionaries, Catalogs Result in Data Governance
Third Thursday each Month @ 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, Virtual Conference – January 22, 2020 – NEXT WEDNESDAY!
Enterprise Data World, San Diego, CA – March 22-27, 2020
Data Governance and Information Quality (DGIQ) Conference – San Diego, CA – June 8-12, 2020
• Non-Invasive Data Governance / Metadata Governance Online Learning Plans
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™
Home of Non-Invasive Metadata Governance
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Copyright © 2020 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 the webinar I will share:
– Concepts of Non-Invasive Metadata Governance
– Metadata as a Valuable Data Resource
– Aligning Data Governance with Metadata Governance
– Implementing Effective Metadata Governance Tools
– Maximizing Metadata Resources with Accountability
Non-Invasive Metadata Governance
Abstract
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Copyright © 2020 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.
Non-Invasive Metadata Governance
Definitions
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Copyright © 2020 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.
Non-Invasive Metadata Governance
Definitions
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Define Metadata Governance
– Metadata Governance is the Execution and Enforcement of Authority
Over the Management of Metadata and Metadata Related Resources.
• Define Metadata Stewardship
– Metadata Stewardship is the Formalization of Accountability
Over the Management of Metadata and Metadata-Related Resources.
– A Metadata Steward is a person that is held formally accountable for their
relationship to the metadata they define, produce and use.
Non-Invasive Metadata Governance
Concepts of Non-Invasive Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Relationship to Non-Invasive Data Governance
– Begin with Understanding Non-Invasive Data Governance
– Recognize Differences Between Metadata Stewards and Data Stewards
– Apply Governance to Data Documentation Processes
– Leverage Existing Before Buying New
Non-Invasive Metadata Governance
Concepts of Non-Invasive Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Metadata Will Not Govern Itself
– Recognize that Metadata Actions Mirror Actions Taken with Data
– Be Deliberate in How You Define, Produce, and Use Metadata
– Recognize Metadata Accountability and Stewardship
– Measure Metadata Management
Non-Invasive Metadata Governance
Concepts of Non-Invasive Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Selling Metadata Governance to Influencers
– Align with Influencer Requirements
– Assure Resources are Given Time to Govern Metadata
– Focus on Critical Data Elements (CDEs)
– Turn MDG Concepts into Reality
Non-Invasive Metadata Governance
Concepts of Non-Invasive Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Build a Metadata Governance Meta-Model
– Understand the Purpose of a Meta-Model
– Understand What They Tell Us and How They Can Be Used
– Develop a Meta-Model Specific for Governance
– Align the Meta-Model with Governing Actions
Non-Invasive Metadata Governance
Metadata as a Valuable Data Resource
DATABASE
TABLE
COLUMN
FILE
FILE DEFINITION
REPORT
DATA MODEL
ENTITY
ATTRIBUTE ELEMENT
QUERY
BUSINESS ENTITY
GLOSSARY TERM
DICTIONARY TERM
DOMAIN
VALUE
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Questions Metadata Can Answer
– Select the Categories of Metadata that Meet Requirements
– Record Questions for each Category
– Discover Requirements Without Saying “Metadata”
– Set Realistic Metadata Expectations
Non-Invasive Metadata Governance
Metadata as a Valuable Data Resource
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Questions Metadata Can Answer
– Select the Categories of Metadata that Meet Requirements
– Record Questions for each Category
– Discover Requirements Without Saying “Metadata”
– Set Realistic Metadata Expectations
Non-Invasive Metadata Governance
Metadata as a Valuable Data Resource
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Select the “Right” Metadata to Govern
– Ask Appropriate People for Requirements
– Determine the Best Way to Ask for Requirements
– Gather Business Metadata Requirements
– Gather Technical Metadata Requirements
Non-Invasive Metadata Governance
Metadata as a Valuable Data Resource
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Centralized vs. Distributed Metadata Governance
– Recognize Differences Between Central and Distributed Metadata
– And the Impact on Delivering Effective Metadata
– Advantages vs. Disadvantages
– Describe How You Will Govern Metadata in a Central vs. Dist Environment
Non-Invasive Metadata Governance
Metadata as a Valuable Data Resource
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Define Metadata Governance Roles and Responsibilities
– Define Levels of Roles and Responsibilities
– Embrace Metadata Stewardship – the key to metadata success
– Recognize Metadata Definers, Producers and Users
– Get Stewards Involved in Improving Data Documentation
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Define Metadata Governance Roles and Responsibilities
– Define Levels of Roles and Responsibilities
– Embrace Metadata Stewardship – the key to metadata success
– Recognize Metadata Definers, Producers and Users
– Get Stewards Involved in Improving Data Documentation
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Define Metadata Governance Roles and Responsibilities
– Define Levels of Roles and Responsibilities
– Embrace Metadata Stewardship – the key to metadata success
– Recognize Metadata Definers, Producers and Users
– Get Stewards Involved in Improving Data Documentation
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
Meta
Meta
Meta
Meta
Meta
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Integrate Metadata Governance with Business Processes
– Insert Data Documentation in Business Process
– Use RACIs to Formalize Process
– Engage Metadata Stewards in Business Process
– Collect Data Documentation in a Non-Invasive Manner
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Integrate Metadata Governance with Business Processes
– Insert Data Documentation in Business Process
– Use RACIs to Formalize Process
– Engage Metadata Stewards in Business Process
– Collect Data Documentation in a Non-Invasive Manner
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Measure the Value and Success of Metadata Governance
– Identify What Can Be Measured to Demonstrate Value
– Select Appropriate Measures
– Develop Benchmarks for Comparison
– Measure and Report Value and Results
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Use Metadata to Improve Communications About Data
– Plan Effective Data Communications
– Use Metadata to Improve Data Value
– Get People to Use the Data Documentation
– Stay Non-Invasive While Delivering Value
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Use Metadata to Improve Communications About Data
– Plan Effective Data Communications
– Use Metadata to Improve Data Value
– Get People to Use the Data Documentation
– Stay Non-Invasive While Delivering Value
Non-Invasive Metadata Governance
Aligning Data Governance with Metadata Governance
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Govern Metadata with Developed and Acquired Tools
– Review Metadata Tools and the Value They Bring
– Inventory and Leverage Existing Tools
– Build Your Own Metadata Tools
– Extend Your Infrastructure with New Tools
Non-Invasive Metadata Governance
Implementing Effective Metadata Governance Tools
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Govern Metadata with Developed and Acquired Tools
– Review Metadata Tools and the Value They Bring
– Inventory and Leverage Existing Tools
– Build Your Own Metadata Tools
– Extend Your Infrastructure with New Tools
Non-Invasive Metadata Governance
Implementing Effective Metadata Governance Tools
25
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Define Requirements for the Governance of Metadata
– Collect Technical Requirements
– Collect Business Requirements Without Saying “Metadata”
– Get Stewards to Ask for Metadata
– Build Data Documentation into Business Process
Non-Invasive Metadata Governance
Implementing Effective Metadata Governance Tools
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Write a Data Governance and Metadata Tool RFP
– Demonstrate Strength with Documented Requirements
– Be Detailed in the RFP process (Request for Proposal)
– Evaluate RFP Responses and Measure Results
– Select and Pilot the Appropriate Tools
Non-Invasive Metadata Governance
Implementing Effective Metadata Governance Tools
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Deploy Resources Required to be Effective with Tools
– Select Appropriate Resources for the Job
– Name Resources for Tool Development and/or Acquisition
– Name Resources for Education and Training of Stewards
– Be Non-Invasive in Use of Metadata Stewards
Non-Invasive Metadata Governance
Implementing Effective Metadata Governance Tools
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Determine Resources Required to Implement Metadata Governance
– Include a Metadata Governance Administrator
– Include Metadata Definers, Producers and Users
– Include Resources for Tool and Template Management
Non-Invasive Metadata Governance
Maximizing Metadata Resources with Accountability
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Apply a Stewardship Approach to Metadata
– Formalize Accountability for Managing Metadata
– Detail the Responsibilities of Metadata Stewards
– Get Metadata Stewards to See Themselves as Important
– Provide Data Documentation as an Asset (DDaaA)
Non-Invasive Metadata Governance
Maximizing Metadata Resources with Accountability
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Build Metadata Governance into People’s Jobs
– Recognize Where Data Documentation Adds Value
– Provide Easy Access to Metadata
– Recognize Documentation Being Used and Why
– Direct Effort to Add Specific Value
Non-Invasive Metadata Governance
Maximizing Metadata Resources with Accountability
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Promote Your Metadata Governance Success
– Measure the Value of Data Documentation
– Improve the Understanding and Value of Data
– Communicate Metadata Availability
– Follow Metadata Governance Success Tips
Non-Invasive Metadata Governance
Maximizing Metadata Resources with Accountability
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Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Promote Your Metadata Governance Success
– Metadata Governance Success Tips:
• Make Certain Senior Leadership Supports, Sponsors, and Understands
the Need for Metadata Governance
• Make Certain Someone is Responsible for Metadata Governance – The
Metadata Governance Administrator
• Make Certain Metadata Stewards are Recognized Based on Their
Relationship to the Metadata
• Build Data Documentation into Data Processes
• Measure and Communicated Metadata Value
Non-Invasive Metadata Governance
Maximizing Metadata Resources with Accountability
33
33
Copyright © 2020 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 Metadata Governance
Summary
• In the webinar I shared:
– Concepts of Non-Invasive Metadata Governance
– Metadata as a Valuable Data Resource
– Aligning Data Governance with Metadata Governance
– Implementing Effective Metadata Governance Tools
– Maximizing Metadata Resources with Accountability
34
34
Copyright © 2020 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
Meet me in the Dataversity Community
to continue the conversation.
https://community.dataversity.net/
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Copyright © 2020 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 @TDAN_com
#RWDG
Real-World Data Governance
Contact Information

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RWDG Slides: Non-Invasive Metadata Governance

  • 1. 1 Copyright © 2020 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 Non-Invasive Metadata Governance Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com January 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
  • 2. 2 2 Copyright © 2020 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 Metadata Governance Introduction • Real-World Data Governance – Monthly Webinar Series February 19, 2020 – Glossaries, Dictionaries, Catalogs Result in Data Governance Third Thursday each Month @ 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, Virtual Conference – January 22, 2020 – NEXT WEDNESDAY! Enterprise Data World, San Diego, CA – March 22-27, 2020 Data Governance and Information Quality (DGIQ) Conference – San Diego, CA – June 8-12, 2020 • Non-Invasive Data Governance / Metadata Governance Online Learning Plans 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™ Home of Non-Invasive Metadata Governance
  • 3. 3 3 Copyright © 2020 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 the webinar I will share: – Concepts of Non-Invasive Metadata Governance – Metadata as a Valuable Data Resource – Aligning Data Governance with Metadata Governance – Implementing Effective Metadata Governance Tools – Maximizing Metadata Resources with Accountability Non-Invasive Metadata Governance Abstract
  • 4. 4 4 Copyright © 2020 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. Non-Invasive Metadata Governance Definitions
  • 5. 5 5 Copyright © 2020 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. Non-Invasive Metadata Governance Definitions
  • 6. 6 6 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Define Metadata Governance – Metadata Governance is the Execution and Enforcement of Authority Over the Management of Metadata and Metadata Related Resources. • Define Metadata Stewardship – Metadata Stewardship is the Formalization of Accountability Over the Management of Metadata and Metadata-Related Resources. – A Metadata Steward is a person that is held formally accountable for their relationship to the metadata they define, produce and use. Non-Invasive Metadata Governance Concepts of Non-Invasive Metadata Governance
  • 7. 7 7 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Relationship to Non-Invasive Data Governance – Begin with Understanding Non-Invasive Data Governance – Recognize Differences Between Metadata Stewards and Data Stewards – Apply Governance to Data Documentation Processes – Leverage Existing Before Buying New Non-Invasive Metadata Governance Concepts of Non-Invasive Metadata Governance
  • 8. 8 8 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Metadata Will Not Govern Itself – Recognize that Metadata Actions Mirror Actions Taken with Data – Be Deliberate in How You Define, Produce, and Use Metadata – Recognize Metadata Accountability and Stewardship – Measure Metadata Management Non-Invasive Metadata Governance Concepts of Non-Invasive Metadata Governance
  • 9. 9 9 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Selling Metadata Governance to Influencers – Align with Influencer Requirements – Assure Resources are Given Time to Govern Metadata – Focus on Critical Data Elements (CDEs) – Turn MDG Concepts into Reality Non-Invasive Metadata Governance Concepts of Non-Invasive Metadata Governance
  • 10. 10 10 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Build a Metadata Governance Meta-Model – Understand the Purpose of a Meta-Model – Understand What They Tell Us and How They Can Be Used – Develop a Meta-Model Specific for Governance – Align the Meta-Model with Governing Actions Non-Invasive Metadata Governance Metadata as a Valuable Data Resource DATABASE TABLE COLUMN FILE FILE DEFINITION REPORT DATA MODEL ENTITY ATTRIBUTE ELEMENT QUERY BUSINESS ENTITY GLOSSARY TERM DICTIONARY TERM DOMAIN VALUE
  • 11. 11 11 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Questions Metadata Can Answer – Select the Categories of Metadata that Meet Requirements – Record Questions for each Category – Discover Requirements Without Saying “Metadata” – Set Realistic Metadata Expectations Non-Invasive Metadata Governance Metadata as a Valuable Data Resource
  • 12. 12 12 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Questions Metadata Can Answer – Select the Categories of Metadata that Meet Requirements – Record Questions for each Category – Discover Requirements Without Saying “Metadata” – Set Realistic Metadata Expectations Non-Invasive Metadata Governance Metadata as a Valuable Data Resource
  • 13. 13 13 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Select the “Right” Metadata to Govern – Ask Appropriate People for Requirements – Determine the Best Way to Ask for Requirements – Gather Business Metadata Requirements – Gather Technical Metadata Requirements Non-Invasive Metadata Governance Metadata as a Valuable Data Resource
  • 14. 14 14 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Centralized vs. Distributed Metadata Governance – Recognize Differences Between Central and Distributed Metadata – And the Impact on Delivering Effective Metadata – Advantages vs. Disadvantages – Describe How You Will Govern Metadata in a Central vs. Dist Environment Non-Invasive Metadata Governance Metadata as a Valuable Data Resource
  • 15. 15 15 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Define Metadata Governance Roles and Responsibilities – Define Levels of Roles and Responsibilities – Embrace Metadata Stewardship – the key to metadata success – Recognize Metadata Definers, Producers and Users – Get Stewards Involved in Improving Data Documentation Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 16. 16 16 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Define Metadata Governance Roles and Responsibilities – Define Levels of Roles and Responsibilities – Embrace Metadata Stewardship – the key to metadata success – Recognize Metadata Definers, Producers and Users – Get Stewards Involved in Improving Data Documentation Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 17. 17 17 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Define Metadata Governance Roles and Responsibilities – Define Levels of Roles and Responsibilities – Embrace Metadata Stewardship – the key to metadata success – Recognize Metadata Definers, Producers and Users – Get Stewards Involved in Improving Data Documentation Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance Meta Meta Meta Meta Meta
  • 18. 18 18 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Integrate Metadata Governance with Business Processes – Insert Data Documentation in Business Process – Use RACIs to Formalize Process – Engage Metadata Stewards in Business Process – Collect Data Documentation in a Non-Invasive Manner Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 19. 19 19 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Integrate Metadata Governance with Business Processes – Insert Data Documentation in Business Process – Use RACIs to Formalize Process – Engage Metadata Stewards in Business Process – Collect Data Documentation in a Non-Invasive Manner Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 20. 20 20 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Measure the Value and Success of Metadata Governance – Identify What Can Be Measured to Demonstrate Value – Select Appropriate Measures – Develop Benchmarks for Comparison – Measure and Report Value and Results Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 21. 21 21 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Use Metadata to Improve Communications About Data – Plan Effective Data Communications – Use Metadata to Improve Data Value – Get People to Use the Data Documentation – Stay Non-Invasive While Delivering Value Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 22. 22 22 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Use Metadata to Improve Communications About Data – Plan Effective Data Communications – Use Metadata to Improve Data Value – Get People to Use the Data Documentation – Stay Non-Invasive While Delivering Value Non-Invasive Metadata Governance Aligning Data Governance with Metadata Governance
  • 23. 23 23 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Govern Metadata with Developed and Acquired Tools – Review Metadata Tools and the Value They Bring – Inventory and Leverage Existing Tools – Build Your Own Metadata Tools – Extend Your Infrastructure with New Tools Non-Invasive Metadata Governance Implementing Effective Metadata Governance Tools
  • 24. 24 24 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Govern Metadata with Developed and Acquired Tools – Review Metadata Tools and the Value They Bring – Inventory and Leverage Existing Tools – Build Your Own Metadata Tools – Extend Your Infrastructure with New Tools Non-Invasive Metadata Governance Implementing Effective Metadata Governance Tools
  • 25. 25 25 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Define Requirements for the Governance of Metadata – Collect Technical Requirements – Collect Business Requirements Without Saying “Metadata” – Get Stewards to Ask for Metadata – Build Data Documentation into Business Process Non-Invasive Metadata Governance Implementing Effective Metadata Governance Tools
  • 26. 26 26 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Write a Data Governance and Metadata Tool RFP – Demonstrate Strength with Documented Requirements – Be Detailed in the RFP process (Request for Proposal) – Evaluate RFP Responses and Measure Results – Select and Pilot the Appropriate Tools Non-Invasive Metadata Governance Implementing Effective Metadata Governance Tools
  • 27. 27 27 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deploy Resources Required to be Effective with Tools – Select Appropriate Resources for the Job – Name Resources for Tool Development and/or Acquisition – Name Resources for Education and Training of Stewards – Be Non-Invasive in Use of Metadata Stewards Non-Invasive Metadata Governance Implementing Effective Metadata Governance Tools
  • 28. 28 28 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Determine Resources Required to Implement Metadata Governance – Include a Metadata Governance Administrator – Include Metadata Definers, Producers and Users – Include Resources for Tool and Template Management Non-Invasive Metadata Governance Maximizing Metadata Resources with Accountability
  • 29. 29 29 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Apply a Stewardship Approach to Metadata – Formalize Accountability for Managing Metadata – Detail the Responsibilities of Metadata Stewards – Get Metadata Stewards to See Themselves as Important – Provide Data Documentation as an Asset (DDaaA) Non-Invasive Metadata Governance Maximizing Metadata Resources with Accountability
  • 30. 30 30 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Build Metadata Governance into People’s Jobs – Recognize Where Data Documentation Adds Value – Provide Easy Access to Metadata – Recognize Documentation Being Used and Why – Direct Effort to Add Specific Value Non-Invasive Metadata Governance Maximizing Metadata Resources with Accountability
  • 31. 31 31 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Promote Your Metadata Governance Success – Measure the Value of Data Documentation – Improve the Understanding and Value of Data – Communicate Metadata Availability – Follow Metadata Governance Success Tips Non-Invasive Metadata Governance Maximizing Metadata Resources with Accountability
  • 32. 32 32 Copyright © 2020 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Promote Your Metadata Governance Success – Metadata Governance Success Tips: • Make Certain Senior Leadership Supports, Sponsors, and Understands the Need for Metadata Governance • Make Certain Someone is Responsible for Metadata Governance – The Metadata Governance Administrator • Make Certain Metadata Stewards are Recognized Based on Their Relationship to the Metadata • Build Data Documentation into Data Processes • Measure and Communicated Metadata Value Non-Invasive Metadata Governance Maximizing Metadata Resources with Accountability
  • 33. 33 33 Copyright © 2020 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 Metadata Governance Summary • In the webinar I shared: – Concepts of Non-Invasive Metadata Governance – Metadata as a Valuable Data Resource – Aligning Data Governance with Metadata Governance – Implementing Effective Metadata Governance Tools – Maximizing Metadata Resources with Accountability
  • 34. 34 34 Copyright © 2020 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 Meet me in the Dataversity Community to continue the conversation. https://community.dataversity.net/
  • 35. 35 35 Copyright © 2020 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 @TDAN_com #RWDG Real-World Data Governance Contact Information