SlideShare a Scribd company logo
1 of 43
Download to read offline
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
Building a Data Governance Roadmap
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
July 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d .
MANTA – Unified Lineage Platform
Ern ie Ostic
SVP of P rod u cts at MANTA
Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d .
W e h e lp org an ization s ach ie ve
re g u latory com p lian ce , e n h an ce d ata
g ove rn ace , re d u ce d e ve lop m e n t costs
an d sh orte n d e live ry sch e d u le s.
Usin g MANTA, e n te rp rise s
m an ag e e n d -to-e n d lin e ag e
across th e ir d ata life cycle .
What We Do
Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d .
MANTA Flow cru n ch e s cu stom
SQL, ETL, an d BI cod e
Docu m e n ts lin e ag e
alon g th e w ay
Visu alize s d ata lin e ag e in an
in te ractive m ap or p u sh e s it
to a th ird -p arty d ata
g ove rn an ce solu tion
How MANTA Works
Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d .
Our Native Visualization
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
Building a Data Governance Roadmap
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
July 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
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
Building a Data Governance Roadmap
Introduction
Real-World Data Governance – Monthly Webinar Series
August 20, 2020 – Data Governance Roles and Responsibilities
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 World – October 2020
Data Governance & Information Quality Conference – December 2020
Non-Invasive Data Governance / Metadata Governance Online Learning Plans
New in August: Business Glossaries, Data Dictionaries and Data Catalogs (6 course 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 (“Knowledge is King”)
Home of Non-Invasive Data Governance™
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:
– Criteria for Defining Best Practices
– Using the Assessment Results to Build the Roadmap
– Examples of Repeated Actionable Streams
– The Role of the Program Administrator in Executing the Roadmap
– Communicating the Roadmap to the Stakeholders
Building a Data Governance Roadmap
Abstract
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
• Standing Up a Data Governance Program
• The Two Criteria
• The Five Questions
• Assessing Against the Best Practices
Building a Data Governance Roadmap
Criteria for Defining Best Practices
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
• Standing Up a Data Governance Program
– Make This Point Early in Assessment
– Not Down in the Weeds –––––––––––––– Yet!
– Utilize Industry Best Practices
– Take Ready, Aim, Fire Approach
– Interview Cross Section of Business Functions ––––– Or not!
Building a Data Governance Roadmap
Criteria for Defining Best Practices
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
• The Two Criteria
– Practical, Achievable and Adds Value
– Data Governance Will Be at Risk If Not Achieved
– Answer to Both Criteria Need to be Yes
– Typically Limited to 4-6 Best Practices
– Some Are Binary!
Building a Data Governance Roadmap
Criteria for Defining Best Practices
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
• The Five Questions
– Why is this best practice for your organization?
– What do we do already that can be leveraged to achieve the best practice?
– Where is there opportunity to improve toward the best practice?
– What is the gap between the present practice and the best practice?
– What is the risk associated with the gap?
Building a Data Governance Roadmap
Criteria for Defining Best Practices
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
• Assessing Against the Best Practices
– Provide Best Practices as a Questionnaire
– Share Ahead of Assessment “Interviews” (if there are interviews)
– Prefill in the Answer to “Why is this best practice for us?”
– Pre-Answer the Other Questions With Limited Bullets
– Assess Answers to Build Recommendations
Building a Data Governance Roadmap
Criteria for Defining Best Practices
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
• Build Best Practices
• Build Recommendations
• Build Actionable Streams
• Build Notional Timeline
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
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 Best Practices
– Write Them in the Present Tense
– Underline and Define Key Terms
– Gain Sponsor Approval Before Assessment
– Limit the Number of Best Practices
– Repeat: Best Practices for Standing Up the Program
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
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
• Build Best Practices
– Best Practices Selected Most Often
1. Senior Leadership Supports, Sponsors and Understands Data Governance
2. Resource(s) are Allocated to Define and Administer the Program
3. Roles and Responsibilities are Clearly Defined and Accepted
4. Goals, Scope, Expectations, Metrics are Defined and Accepted
5. Data is Governed Consistently Across the Organization
6. Data Governance Policy is Approved by Senior Leadership
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
This is an important slide!
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
• Build Best Practices
– Best Practices Selected Most Often
1. Senior Leadership Supports, Sponsors and Understands Data Governance
2. Resource(s) are Allocated to Define and Administer the Program
3. Roles and Responsibilities are Clearly Defined and Accepted
4. Goals, Scope, Expectations, Metrics are Defined and Accepted
5. Data is Governed Consistently Across the Organization
6. Data Governance Policy is Approved by Senior Leadership
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
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
• Build Recommendations
– Based on Results of the Assessment
– Tie Back to Specific Best Practices
– Multiple Best Practices Associated With Each Recommendation
– Provide Assessment Details to Tell the Entire Story
– Share to Whom the Recommendations are Tied
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
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
• Build Recommendations
– Recommendations Selected Most Often
1. Deliver an Operating Model of Roles & Responsibilities
2. Deliver a Data Governance Policy, Charter and/or Guidelines
3. Determine Placement and Who Will Administer
4. Incrementally Roll Out the Program (Start with a PoC or Pilot)
5. Deliver a Thorough Governance Communications Plan
6. Deliver a Data Documentation (Metadata) Platform or Catalog
7. Deliver S.M.A.R.T.* Program Metrics
8. Incrementally Build Capacity to Complete Numbers 1-7
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
* specific, measurable, actionable, realistic, timely
This is an important slide!
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
• Build Recommendations
– Recommendations Selected Most Often
1. Deliver an Operating Model of Roles & Responsibilities
2. Deliver a Data Governance Policy, Charter and/or Guidelines
3. Determine Placement and Who Will Administer
4. Incrementally Roll Out the Program (Start with a PoC or Pilot)
5. Deliver a Thorough Governance Communications Plan
6. Deliver a Data Documentation (Metadata) Platform or Catalog
7. Deliver S.M.A.R.T.* Program Metrics
8. Incrementally Build Capacity to Complete Numbers 1-7
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
* specific, measurable, actionable, realistic, timely
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
• Build Actionable Streams
– Determine Placement and Who Will Administer
– Incrementally Build Capacity to Address Actionable Streams
– Deliver an Operating Model of Roles & Responsibilities
– Deliver a Thorough Governance Communications Plan
– Deliver a Data Governance Policy, Charter and/or Guidelines
– Incrementally Roll Out the Program (Start with a PoC or Pilot)
– Deliver a Data Documentation (Metadata) Platform or Catalog
– Deliver S.M.A.R.T.* Program Metrics
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
* specific, measurable, actionable, realistic, timely
This is an important slide!
Reorder
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
• Build Notional Timeline
Building a Data Governance Roadmap
Using the Assessment Results to Build the Roadmap
Data Documentation Repository / Metadata Platform
Data Governance Lead
Data Governance Policy
Performance Metrics
Incrementally Roll Out
Data Governance
Communication and Awareness Plan
Data Governance
Roles and Responsibilities
ActionableStreams
Notional Timeline
JUL 20 AUG 20 SEP 20MAR 20 APR 20
1
3
2
4
5
6
JUN 20MAY 20
7
Data Governance
Actionable Streams and Timeline
OCT 20 NOV 20 DEC 20
Phase 2.a Activities
Phase 2.b Activities
Legend
JAN 21 FEB 21
JUL 20 AUG 20 SEP 20MAR 20 APR 20 JUN 20MAY 20 OCT 20 NOV 20 DEC 20 JAN 21 FEB 21
Pilot / Proof of Concept Activities
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
• Roles and Responsibilities
• Communication Plan
• Data [Governance] Policy
• Build Capacity
• Incremental Roll Out
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Roles and Responsibilities
– Dataversity RWDG Webinar – April 2019 … others
– Build an Operating Model (Pyramid Diagram)
– Executive, Strategic, Tactical, Operational, Support Roles
– Administrative (Support?) Roles
– Name the Roles Appropriately for Your Organization
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Communication Plan
– TDAN.com Article – July 2014 … others
– Three Os of Communications (Orientation, Onboarding, Ongoing)
– Specify Types of Communications Associated With Each O
– Cross Reference Types With Roles
– Complete With: Message, Cadence, Delivery, Actions …
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Data [Governance] Policy
– Dataversity RWDG Webinar – February 2020 … and others
– Program Backbone (if necessary)
– All Policy Governs – Governance Policy Exists
– Approval Signifies Leadership Support, Sponsorship, Understanding
– Principles, Constraints, Consequences
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Build Capacity
– TDAN.com Article – July 2020
– Will Not Start at Full Capacity
– Capacity Depends on Demonstrated Success
– Consider Federated vs. Central vs. Distributed Method
– Capacity Related to Best Practice Number Two (Resources Allocated)
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Incremental Roll Out
– Assorted Dataversity RWDG Webinars and TDAN.com Articles
– Big Bang Approaches Do Not Work
– Sizing and Selecting Proof of Concept or Pilot
– Testing the Operating Model, Processes and Communications
– Incrementally Build Tool Kit of Repeatable Processes
Building a Data Governance Roadmap
Examples of Repeated Actionable Streams
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
• Administer the Program
• Build Processes and Artifacts
• Responsible For Everything
• Communicate with Council
• Facilitate Working Groups
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
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
• Administer the Program
– The Program Will Not Administer Itself
– Data Governance Lead, Manager or Administrator
– Accountable to Their Management (and the Sponsor)
– Responsible to the Strategic Level (Council?)
– Time Allocated is Best Practice Number Two
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
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
• Build Processes and Artifacts
– Processes and Artifacts Will Not Build Themselves
– Program Goal to Provide Value-Add Repeatable Processes
– Utilize a Governance Activity Matrix (RACI*)
– Cross Reference Process Steps and Roles
– Approximate Expectations of Time, Duration, Outcome of Each Step
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
* responsible, accountable, consulted, informed
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
• Responsible For Everything
– People in the Roles Need Guidance, Direction and Hand-Holding
– Responsible for Every Step Documented in Processes
– Can be Responsible With Working Team and/or Data Domain Stewards
– One Role is Accountable, Multiple Can Be Responsible
– Administrator Should Have Experience and/or Be Mentored
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
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
• Communicate with Council
– Schedule Council Meetings
– Provide Agenda for Council Meetings
– Direct Council Meetings
– Provide Minutes and/or Appropriate Communications (for all)
– Provide Follow-Up With Council Members
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
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
• Facilitate Working Groups
– Working Groups Require Guidance, Direction, and Hand-Holding
– Lead by Administrator and/or Project Management Office
– Provide Preliminary and Extended Roles
– Provide Preliminary and/or Repeatable Processes
– Require Effective Communication and Leadership
Building a Data Governance Roadmap
The Role of the Program Administrator in Executing the Roadmap
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
• Managing to a Communication Plan
• Three Os of Communications
• Three Stakeholder Questions
• Council Meeting Participation
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
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
• Managing to a Communication Plan
– Integral Part of a Data Governance Roadmap
– Cross Reference Communications Types with Roles
– Data Governance Will Not Communicate Itself
– Details of Plan Include:
• Messages to be Shared
• Instruments to be Used
• Cadence for Communications
• Artifacts That Are Required to be Built
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
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
• Three Os of Communications
– Orientation Communication
• Introduction to Data Governance / Work Complete to Date
• Levels of Support – In Place / Required
• Expectations and Value Add
– Onboarding
• When People Are Expected to Do Something
• Role-Based Activities
• Gamification
– Ongoing
• Status / Metrics / Changes in …
• Available Documentation
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
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
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
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
• Stakeholders Must Understand the Activities, Resources, Guidance
• Ask Stakeholders What They Need to Know
• Questions to Convince Stakeholders
– What can’t you do … ?
– What would you do … ?
– What is the relationship between the questions and data governance?
TDAN.com article from July 1, 2020
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
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
• Council Meeting Participation
– Line Item on the Agenda
– Presentation by Council Owner / Data Governance Administrator
– Assessment Findings
– Recommendations
– Actionable Streams
Building a Data Governance Roadmap
Communicating the Roadmap to the Stakeholders
36
36
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 shared:
– Criteria for Defining Best Practices
– Using the Assessment Results to Build the Roadmap
– Examples of Repeated Actionable Streams
– The Role of the Program Administrator in Executing the Roadmap
– Communicating the Roadmap to the Stakeholders
Building a Data Governance Roadmap
Summary
37
37
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/
38
38
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
412.220.9643 rseiner@tdan.com @RSeiner
Real-World Data Governance
Contact Information

More Related Content

What's hot

Key Elements of a Successful Data Governance Program
Key Elements of a Successful Data Governance ProgramKey Elements of a Successful Data Governance Program
Key Elements of a Successful Data Governance ProgramDATAVERSITY
 
Glossaries, Dictionaries, and Catalogs Result in Data Governance
Glossaries, Dictionaries, and Catalogs Result in Data GovernanceGlossaries, Dictionaries, and Catalogs Result in Data Governance
Glossaries, Dictionaries, and Catalogs Result in Data GovernanceDATAVERSITY
 
Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?DATAVERSITY
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata ManagementDATAVERSITY
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationDATAVERSITY
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture DesignKujambu Murugesan
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsDATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesBoris Otto
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DATAVERSITY
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...Christopher Bradley
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata ManagementDATAVERSITY
 
The Importance of Metadata
The Importance of MetadataThe Importance of Metadata
The Importance of MetadataDATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesDATAVERSITY
 
How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model DATUM LLC
 
Data Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesData Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesDATAVERSITY
 
Data Governance — Aligning Technical and Business Approaches
Data Governance — Aligning Technical and Business ApproachesData Governance — Aligning Technical and Business Approaches
Data Governance — Aligning Technical and Business ApproachesDATAVERSITY
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...DATAVERSITY
 
Data governance Program PowerPoint Presentation Slides
Data governance Program PowerPoint Presentation Slides Data governance Program PowerPoint Presentation Slides
Data governance Program PowerPoint Presentation Slides SlideTeam
 
Data Modelling is NOT just for RDBMS's
Data Modelling is NOT just for RDBMS'sData Modelling is NOT just for RDBMS's
Data Modelling is NOT just for RDBMS'sChristopher Bradley
 

What's hot (20)

Key Elements of a Successful Data Governance Program
Key Elements of a Successful Data Governance ProgramKey Elements of a Successful Data Governance Program
Key Elements of a Successful Data Governance Program
 
Glossaries, Dictionaries, and Catalogs Result in Data Governance
Glossaries, Dictionaries, and Catalogs Result in Data GovernanceGlossaries, Dictionaries, and Catalogs Result in Data Governance
Glossaries, Dictionaries, and Catalogs Result in Data Governance
 
Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital Transformation
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture Design
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Data modelling 101
Data modelling 101Data modelling 101
Data modelling 101
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
 
The Importance of Metadata
The Importance of MetadataThe Importance of Metadata
The Importance of Metadata
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model
 
Data Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesData Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & Approaches
 
Data Governance — Aligning Technical and Business Approaches
Data Governance — Aligning Technical and Business ApproachesData Governance — Aligning Technical and Business Approaches
Data Governance — Aligning Technical and Business Approaches
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
 
Data governance Program PowerPoint Presentation Slides
Data governance Program PowerPoint Presentation Slides Data governance Program PowerPoint Presentation Slides
Data governance Program PowerPoint Presentation Slides
 
Data Modelling is NOT just for RDBMS's
Data Modelling is NOT just for RDBMS'sData Modelling is NOT just for RDBMS's
Data Modelling is NOT just for RDBMS's
 

Similar to RWDG Slides: Building a Data Governance Roadmap

Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success DATAVERSITY
 
RWDG Slides: Operationalize Data Governance for Business Outcomes
RWDG Slides: Operationalize Data Governance for Business OutcomesRWDG Slides: Operationalize Data Governance for Business Outcomes
RWDG Slides: Operationalize Data Governance for Business OutcomesDATAVERSITY
 
RWDG Slides: The Stewardship Approach to Data Governance
RWDG Slides: The Stewardship Approach to Data GovernanceRWDG Slides: The Stewardship Approach to Data Governance
RWDG Slides: The Stewardship Approach to Data GovernanceDATAVERSITY
 
The Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactThe Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactDATAVERSITY
 
Real-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsReal-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsDATAVERSITY
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesDATAVERSITY
 
RWDG Slides: Utilize Governance Working Teams to Improve Data Quality
RWDG Slides: Utilize Governance Working Teams to Improve Data QualityRWDG Slides: Utilize Governance Working Teams to Improve Data Quality
RWDG Slides: Utilize Governance Working Teams to Improve Data QualityDATAVERSITY
 
Real-World Data Governance: Data Governance Roles & Responsibilities
Real-World Data Governance: Data Governance Roles & ResponsibilitiesReal-World Data Governance: Data Governance Roles & Responsibilities
Real-World Data Governance: Data Governance Roles & ResponsibilitiesDATAVERSITY
 
RWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresRWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresDATAVERSITY
 
RWDG Slides: Data Governance Roles and Responsibilities
RWDG Slides: Data Governance Roles and ResponsibilitiesRWDG Slides: Data Governance Roles and Responsibilities
RWDG Slides: Data Governance Roles and ResponsibilitiesDATAVERSITY
 
Data Governance Best Practices and Lessons Learned
Data Governance Best Practices and Lessons LearnedData Governance Best Practices and Lessons Learned
Data Governance Best Practices and Lessons LearnedDATAVERSITY
 
RWDG Webinar: Data Steward Definition and Other Data Governance Roles
RWDG Webinar: Data Steward Definition and Other Data Governance RolesRWDG Webinar: Data Steward Definition and Other Data Governance Roles
RWDG Webinar: Data Steward Definition and Other Data Governance RolesDATAVERSITY
 
RWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardRWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardDATAVERSITY
 
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionReal-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionDATAVERSITY
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeDATAVERSITY
 
Real-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsReal-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsDATAVERSITY
 
RWDG Slides: Master Data Governance in Action
RWDG Slides: Master Data Governance in ActionRWDG Slides: Master Data Governance in Action
RWDG Slides: Master Data Governance in ActionDATAVERSITY
 
Real-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataReal-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataDATAVERSITY
 
RWDG Slides: Data Governance and Policy Management
RWDG Slides: Data Governance and Policy ManagementRWDG Slides: Data Governance and Policy Management
RWDG Slides: Data Governance and Policy ManagementDATAVERSITY
 
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the GapReal-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the GapDATAVERSITY
 

Similar to RWDG Slides: Building a Data Governance Roadmap (20)

Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success
 
RWDG Slides: Operationalize Data Governance for Business Outcomes
RWDG Slides: Operationalize Data Governance for Business OutcomesRWDG Slides: Operationalize Data Governance for Business Outcomes
RWDG Slides: Operationalize Data Governance for Business Outcomes
 
RWDG Slides: The Stewardship Approach to Data Governance
RWDG Slides: The Stewardship Approach to Data GovernanceRWDG Slides: The Stewardship Approach to Data Governance
RWDG Slides: The Stewardship Approach to Data Governance
 
The Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactThe Data Model as a Data Governance Artifact
The Data Model as a Data Governance Artifact
 
Real-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsReal-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework Components
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
 
RWDG Slides: Utilize Governance Working Teams to Improve Data Quality
RWDG Slides: Utilize Governance Working Teams to Improve Data QualityRWDG Slides: Utilize Governance Working Teams to Improve Data Quality
RWDG Slides: Utilize Governance Working Teams to Improve Data Quality
 
Real-World Data Governance: Data Governance Roles & Responsibilities
Real-World Data Governance: Data Governance Roles & ResponsibilitiesReal-World Data Governance: Data Governance Roles & Responsibilities
Real-World Data Governance: Data Governance Roles & Responsibilities
 
RWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresRWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & Procedures
 
RWDG Slides: Data Governance Roles and Responsibilities
RWDG Slides: Data Governance Roles and ResponsibilitiesRWDG Slides: Data Governance Roles and Responsibilities
RWDG Slides: Data Governance Roles and Responsibilities
 
Data Governance Best Practices and Lessons Learned
Data Governance Best Practices and Lessons LearnedData Governance Best Practices and Lessons Learned
Data Governance Best Practices and Lessons Learned
 
RWDG Webinar: Data Steward Definition and Other Data Governance Roles
RWDG Webinar: Data Steward Definition and Other Data Governance RolesRWDG Webinar: Data Steward Definition and Other Data Governance Roles
RWDG Webinar: Data Steward Definition and Other Data Governance Roles
 
RWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardRWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data Steward
 
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionReal-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best Practice
 
Real-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsReal-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance Tools
 
RWDG Slides: Master Data Governance in Action
RWDG Slides: Master Data Governance in ActionRWDG Slides: Master Data Governance in Action
RWDG Slides: Master Data Governance in Action
 
Real-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataReal-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master Data
 
RWDG Slides: Data Governance and Policy Management
RWDG Slides: Data Governance and Policy ManagementRWDG Slides: Data Governance and Policy Management
RWDG Slides: Data Governance and Policy Management
 
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the GapReal-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap
Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap
 

More from DATAVERSITY

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...DATAVERSITY
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceDATAVERSITY
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data LiteracyDATAVERSITY
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for YouDATAVERSITY
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?DATAVERSITY
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling FundamentalsDATAVERSITY
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectDATAVERSITY
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at ScaleDATAVERSITY
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?DATAVERSITY
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...DATAVERSITY
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?DATAVERSITY
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsDATAVERSITY
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayDATAVERSITY
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise AnalyticsDATAVERSITY
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best PracticesDATAVERSITY
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?DATAVERSITY
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best PracticesDATAVERSITY
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageDATAVERSITY
 
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...DATAVERSITY
 
Empowering the Data Driven Business with Modern Business Intelligence
Empowering the Data Driven Business with Modern Business IntelligenceEmpowering the Data Driven Business with Modern Business Intelligence
Empowering the Data Driven Business with Modern Business IntelligenceDATAVERSITY
 

More from DATAVERSITY (20)

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and Governance
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data Literacy
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for You
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling Fundamentals
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic Project
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at Scale
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and Forwards
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement Today
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best Practices
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best Practices
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive Advantage
 
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
 
Empowering the Data Driven Business with Modern Business Intelligence
Empowering the Data Driven Business with Modern Business IntelligenceEmpowering the Data Driven Business with Modern Business Intelligence
Empowering the Data Driven Business with Modern Business Intelligence
 

Recently uploaded

Seven tools of quality control.slideshare
Seven tools of quality control.slideshareSeven tools of quality control.slideshare
Seven tools of quality control.slideshareraiaryan448
 
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样wsppdmt
 
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...Huawei Ransomware Protection Storage Solution Technical Overview Presentation...
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...LuisMiguelPaz5
 
Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024patrickdtherriault
 
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样jk0tkvfv
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareGraham Ware
 
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...ThinkInnovation
 
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...Voces Mineras
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Klinik kandungan
 
jll-asia-pacific-capital-tracker-1q24.pdf
jll-asia-pacific-capital-tracker-1q24.pdfjll-asia-pacific-capital-tracker-1q24.pdf
jll-asia-pacific-capital-tracker-1q24.pdfjaytendertech
 
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...mikehavy0
 
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证pwgnohujw
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token PredictionNABLAS株式会社
 
Capstone in Interprofessional Informatic // IMPACT OF COVID 19 ON EDUCATION
Capstone in Interprofessional Informatic  // IMPACT OF COVID 19 ON EDUCATIONCapstone in Interprofessional Informatic  // IMPACT OF COVID 19 ON EDUCATION
Capstone in Interprofessional Informatic // IMPACT OF COVID 19 ON EDUCATIONLakpaYanziSherpa
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444saurabvyas476
 
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Klinik Aborsi
 
DS Lecture-1 about discrete structure .ppt
DS Lecture-1 about discrete structure .pptDS Lecture-1 about discrete structure .ppt
DS Lecture-1 about discrete structure .pptTanveerAhmed817946
 
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarjSCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarjadimosmejiaslendon
 

Recently uploaded (20)

Seven tools of quality control.slideshare
Seven tools of quality control.slideshareSeven tools of quality control.slideshare
Seven tools of quality control.slideshare
 
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
 
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...Huawei Ransomware Protection Storage Solution Technical Overview Presentation...
Huawei Ransomware Protection Storage Solution Technical Overview Presentation...
 
Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024
 
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样
如何办理(UCLA毕业证书)加州大学洛杉矶分校毕业证成绩单学位证留信学历认证原件一样
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham Ware
 
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
 
Abortion pills in Doha {{ QATAR }} +966572737505) Get Cytotec
Abortion pills in Doha {{ QATAR }} +966572737505) Get CytotecAbortion pills in Doha {{ QATAR }} +966572737505) Get Cytotec
Abortion pills in Doha {{ QATAR }} +966572737505) Get Cytotec
 
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...
Las implicancias del memorándum de entendimiento entre Codelco y SQM según la...
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
 
jll-asia-pacific-capital-tracker-1q24.pdf
jll-asia-pacific-capital-tracker-1q24.pdfjll-asia-pacific-capital-tracker-1q24.pdf
jll-asia-pacific-capital-tracker-1q24.pdf
 
Abortion pills in Jeddah |+966572737505 | get cytotec
Abortion pills in Jeddah |+966572737505 | get cytotecAbortion pills in Jeddah |+966572737505 | get cytotec
Abortion pills in Jeddah |+966572737505 | get cytotec
 
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...
Abortion Clinic in Kempton Park +27791653574 WhatsApp Abortion Clinic Service...
 
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证
原件一样(UWO毕业证书)西安大略大学毕业证成绩单留信学历认证
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction
 
Capstone in Interprofessional Informatic // IMPACT OF COVID 19 ON EDUCATION
Capstone in Interprofessional Informatic  // IMPACT OF COVID 19 ON EDUCATIONCapstone in Interprofessional Informatic  // IMPACT OF COVID 19 ON EDUCATION
Capstone in Interprofessional Informatic // IMPACT OF COVID 19 ON EDUCATION
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444
 
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
 
DS Lecture-1 about discrete structure .ppt
DS Lecture-1 about discrete structure .pptDS Lecture-1 about discrete structure .ppt
DS Lecture-1 about discrete structure .ppt
 
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarjSCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
 

RWDG Slides: Building a Data Governance Roadmap

  • 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 Building a Data Governance Roadmap Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com July 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
  • 2. Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d . MANTA – Unified Lineage Platform Ern ie Ostic SVP of P rod u cts at MANTA
  • 3. Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d . W e h e lp org an ization s ach ie ve re g u latory com p lian ce , e n h an ce d ata g ove rn ace , re d u ce d e ve lop m e n t costs an d sh orte n d e live ry sch e d u le s. Usin g MANTA, e n te rp rise s m an ag e e n d -to-e n d lin e ag e across th e ir d ata life cycle . What We Do
  • 4. Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d . MANTA Flow cru n ch e s cu stom SQL, ETL, an d BI cod e Docu m e n ts lin e ag e alon g th e w ay Visu alize s d ata lin e ag e in an in te ractive m ap or p u sh e s it to a th ird -p arty d ata g ove rn an ce solu tion How MANTA Works
  • 5. Confidential . © 20 20 Man ta Softw are . In c. All rig h ts re se rve d . Our Native Visualization
  • 6. 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 Building a Data Governance Roadmap Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com July 16, 2020 – 11:00 a.m. PT / 2:00 p.m. ET
  • 7. 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 Building a Data Governance Roadmap Introduction Real-World Data Governance – Monthly Webinar Series August 20, 2020 – Data Governance Roles and Responsibilities 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 World – October 2020 Data Governance & Information Quality Conference – December 2020 Non-Invasive Data Governance / Metadata Governance Online Learning Plans New in August: Business Glossaries, Data Dictionaries and Data Catalogs (6 course 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 (“Knowledge is King”) Home of Non-Invasive Data Governance™
  • 8. 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: – Criteria for Defining Best Practices – Using the Assessment Results to Build the Roadmap – Examples of Repeated Actionable Streams – The Role of the Program Administrator in Executing the Roadmap – Communicating the Roadmap to the Stakeholders Building a Data Governance Roadmap Abstract
  • 9. 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 • Standing Up a Data Governance Program • The Two Criteria • The Five Questions • Assessing Against the Best Practices Building a Data Governance Roadmap Criteria for Defining Best Practices
  • 10. 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 • Standing Up a Data Governance Program – Make This Point Early in Assessment – Not Down in the Weeds –––––––––––––– Yet! – Utilize Industry Best Practices – Take Ready, Aim, Fire Approach – Interview Cross Section of Business Functions ––––– Or not! Building a Data Governance Roadmap Criteria for Defining Best Practices
  • 11. 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 • The Two Criteria – Practical, Achievable and Adds Value – Data Governance Will Be at Risk If Not Achieved – Answer to Both Criteria Need to be Yes – Typically Limited to 4-6 Best Practices – Some Are Binary! Building a Data Governance Roadmap Criteria for Defining Best Practices
  • 12. 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 • The Five Questions – Why is this best practice for your organization? – What do we do already that can be leveraged to achieve the best practice? – Where is there opportunity to improve toward the best practice? – What is the gap between the present practice and the best practice? – What is the risk associated with the gap? Building a Data Governance Roadmap Criteria for Defining Best Practices
  • 13. 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 • Assessing Against the Best Practices – Provide Best Practices as a Questionnaire – Share Ahead of Assessment “Interviews” (if there are interviews) – Prefill in the Answer to “Why is this best practice for us?” – Pre-Answer the Other Questions With Limited Bullets – Assess Answers to Build Recommendations Building a Data Governance Roadmap Criteria for Defining Best Practices
  • 14. 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 • Build Best Practices • Build Recommendations • Build Actionable Streams • Build Notional Timeline Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap
  • 15. 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 Best Practices – Write Them in the Present Tense – Underline and Define Key Terms – Gain Sponsor Approval Before Assessment – Limit the Number of Best Practices – Repeat: Best Practices for Standing Up the Program Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap
  • 16. 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 • Build Best Practices – Best Practices Selected Most Often 1. Senior Leadership Supports, Sponsors and Understands Data Governance 2. Resource(s) are Allocated to Define and Administer the Program 3. Roles and Responsibilities are Clearly Defined and Accepted 4. Goals, Scope, Expectations, Metrics are Defined and Accepted 5. Data is Governed Consistently Across the Organization 6. Data Governance Policy is Approved by Senior Leadership Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap This is an important slide!
  • 17. 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 • Build Best Practices – Best Practices Selected Most Often 1. Senior Leadership Supports, Sponsors and Understands Data Governance 2. Resource(s) are Allocated to Define and Administer the Program 3. Roles and Responsibilities are Clearly Defined and Accepted 4. Goals, Scope, Expectations, Metrics are Defined and Accepted 5. Data is Governed Consistently Across the Organization 6. Data Governance Policy is Approved by Senior Leadership Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap
  • 18. 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 • Build Recommendations – Based on Results of the Assessment – Tie Back to Specific Best Practices – Multiple Best Practices Associated With Each Recommendation – Provide Assessment Details to Tell the Entire Story – Share to Whom the Recommendations are Tied Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap
  • 19. 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 • Build Recommendations – Recommendations Selected Most Often 1. Deliver an Operating Model of Roles & Responsibilities 2. Deliver a Data Governance Policy, Charter and/or Guidelines 3. Determine Placement and Who Will Administer 4. Incrementally Roll Out the Program (Start with a PoC or Pilot) 5. Deliver a Thorough Governance Communications Plan 6. Deliver a Data Documentation (Metadata) Platform or Catalog 7. Deliver S.M.A.R.T.* Program Metrics 8. Incrementally Build Capacity to Complete Numbers 1-7 Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap * specific, measurable, actionable, realistic, timely This is an important slide!
  • 20. 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 • Build Recommendations – Recommendations Selected Most Often 1. Deliver an Operating Model of Roles & Responsibilities 2. Deliver a Data Governance Policy, Charter and/or Guidelines 3. Determine Placement and Who Will Administer 4. Incrementally Roll Out the Program (Start with a PoC or Pilot) 5. Deliver a Thorough Governance Communications Plan 6. Deliver a Data Documentation (Metadata) Platform or Catalog 7. Deliver S.M.A.R.T.* Program Metrics 8. Incrementally Build Capacity to Complete Numbers 1-7 Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap * specific, measurable, actionable, realistic, timely
  • 21. 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 • Build Actionable Streams – Determine Placement and Who Will Administer – Incrementally Build Capacity to Address Actionable Streams – Deliver an Operating Model of Roles & Responsibilities – Deliver a Thorough Governance Communications Plan – Deliver a Data Governance Policy, Charter and/or Guidelines – Incrementally Roll Out the Program (Start with a PoC or Pilot) – Deliver a Data Documentation (Metadata) Platform or Catalog – Deliver S.M.A.R.T.* Program Metrics Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap * specific, measurable, actionable, realistic, timely This is an important slide! Reorder
  • 22. 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 • Build Notional Timeline Building a Data Governance Roadmap Using the Assessment Results to Build the Roadmap Data Documentation Repository / Metadata Platform Data Governance Lead Data Governance Policy Performance Metrics Incrementally Roll Out Data Governance Communication and Awareness Plan Data Governance Roles and Responsibilities ActionableStreams Notional Timeline JUL 20 AUG 20 SEP 20MAR 20 APR 20 1 3 2 4 5 6 JUN 20MAY 20 7 Data Governance Actionable Streams and Timeline OCT 20 NOV 20 DEC 20 Phase 2.a Activities Phase 2.b Activities Legend JAN 21 FEB 21 JUL 20 AUG 20 SEP 20MAR 20 APR 20 JUN 20MAY 20 OCT 20 NOV 20 DEC 20 JAN 21 FEB 21 Pilot / Proof of Concept Activities
  • 23. 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 • Roles and Responsibilities • Communication Plan • Data [Governance] Policy • Build Capacity • Incremental Roll Out Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 24. 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 • Roles and Responsibilities – Dataversity RWDG Webinar – April 2019 … others – Build an Operating Model (Pyramid Diagram) – Executive, Strategic, Tactical, Operational, Support Roles – Administrative (Support?) Roles – Name the Roles Appropriately for Your Organization Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 25. 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 • Communication Plan – TDAN.com Article – July 2014 … others – Three Os of Communications (Orientation, Onboarding, Ongoing) – Specify Types of Communications Associated With Each O – Cross Reference Types With Roles – Complete With: Message, Cadence, Delivery, Actions … Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 26. 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 • Data [Governance] Policy – Dataversity RWDG Webinar – February 2020 … and others – Program Backbone (if necessary) – All Policy Governs – Governance Policy Exists – Approval Signifies Leadership Support, Sponsorship, Understanding – Principles, Constraints, Consequences Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 27. 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 • Build Capacity – TDAN.com Article – July 2020 – Will Not Start at Full Capacity – Capacity Depends on Demonstrated Success – Consider Federated vs. Central vs. Distributed Method – Capacity Related to Best Practice Number Two (Resources Allocated) Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 28. 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 • Incremental Roll Out – Assorted Dataversity RWDG Webinars and TDAN.com Articles – Big Bang Approaches Do Not Work – Sizing and Selecting Proof of Concept or Pilot – Testing the Operating Model, Processes and Communications – Incrementally Build Tool Kit of Repeatable Processes Building a Data Governance Roadmap Examples of Repeated Actionable Streams
  • 29. 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 • Administer the Program • Build Processes and Artifacts • Responsible For Everything • Communicate with Council • Facilitate Working Groups Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap
  • 30. 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 • Administer the Program – The Program Will Not Administer Itself – Data Governance Lead, Manager or Administrator – Accountable to Their Management (and the Sponsor) – Responsible to the Strategic Level (Council?) – Time Allocated is Best Practice Number Two Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap
  • 31. 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 • Build Processes and Artifacts – Processes and Artifacts Will Not Build Themselves – Program Goal to Provide Value-Add Repeatable Processes – Utilize a Governance Activity Matrix (RACI*) – Cross Reference Process Steps and Roles – Approximate Expectations of Time, Duration, Outcome of Each Step Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap * responsible, accountable, consulted, informed
  • 32. 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 • Responsible For Everything – People in the Roles Need Guidance, Direction and Hand-Holding – Responsible for Every Step Documented in Processes – Can be Responsible With Working Team and/or Data Domain Stewards – One Role is Accountable, Multiple Can Be Responsible – Administrator Should Have Experience and/or Be Mentored Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap
  • 33. 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 • Communicate with Council – Schedule Council Meetings – Provide Agenda for Council Meetings – Direct Council Meetings – Provide Minutes and/or Appropriate Communications (for all) – Provide Follow-Up With Council Members Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap
  • 34. 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 • Facilitate Working Groups – Working Groups Require Guidance, Direction, and Hand-Holding – Lead by Administrator and/or Project Management Office – Provide Preliminary and Extended Roles – Provide Preliminary and/or Repeatable Processes – Require Effective Communication and Leadership Building a Data Governance Roadmap The Role of the Program Administrator in Executing the Roadmap
  • 35. 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 • Managing to a Communication Plan • Three Os of Communications • Three Stakeholder Questions • Council Meeting Participation Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 36. 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 • Managing to a Communication Plan – Integral Part of a Data Governance Roadmap – Cross Reference Communications Types with Roles – Data Governance Will Not Communicate Itself – Details of Plan Include: • Messages to be Shared • Instruments to be Used • Cadence for Communications • Artifacts That Are Required to be Built Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 37. 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 • Three Os of Communications – Orientation Communication • Introduction to Data Governance / Work Complete to Date • Levels of Support – In Place / Required • Expectations and Value Add – Onboarding • When People Are Expected to Do Something • Role-Based Activities • Gamification – Ongoing • Status / Metrics / Changes in … • Available Documentation Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 38. 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 Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 39. 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 • Stakeholders Must Understand the Activities, Resources, Guidance • Ask Stakeholders What They Need to Know • Questions to Convince Stakeholders – What can’t you do … ? – What would you do … ? – What is the relationship between the questions and data governance? TDAN.com article from July 1, 2020 Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 40. 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 • Council Meeting Participation – Line Item on the Agenda – Presentation by Council Owner / Data Governance Administrator – Assessment Findings – Recommendations – Actionable Streams Building a Data Governance Roadmap Communicating the Roadmap to the Stakeholders
  • 41. 36 36 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 shared: – Criteria for Defining Best Practices – Using the Assessment Results to Build the Roadmap – Examples of Repeated Actionable Streams – The Role of the Program Administrator in Executing the Roadmap – Communicating the Roadmap to the Stakeholders Building a Data Governance Roadmap Summary
  • 42. 37 37 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/
  • 43. 38 38 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 412.220.9643 rseiner@tdan.com @RSeiner Real-World Data Governance Contact Information