SlideShare ist ein Scribd-Unternehmen logo
1 von 48
Downloaden Sie, um offline zu lesen
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
Data Governance Roles and Responsibilities
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
August 20, 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
Data Governance Roles and Responsibilities
Introduction
Real-World Data Governance – Monthly Webinar Series
September 17, 2020 – Data Governance and Three Levels of Metadata Management
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
Coming Soon: 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:
– Executive, Strategic, Tactical, Operational, and Support-level roles
– How to Customize an Operating Model to Fit Your Organization
– Detailed Responsibilities for Each Level
– Defining Who Participates at Each Level
– Using Working Teams to Implement Tactical Solutions
Data Governance Roles and Responsibilities
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
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
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
• Five Levels of the Data Governance Framework
– Executive – Senior Leadership – Enterprise Perspective
– Strategic – Senior Management – Organizational Perspective
– Tactical – Data Owners – Cross Business Unit Perspective
– Operational – Overseers – Business Unit Specific Perspective
– Support – Functions – Administration and Utility Perspective
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
Identify the appropriate number of levels
and ordering of levels.
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
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
EXECUTIVE
STRATEGIC
TACTICAL
OPERATIONAL
SUPPORT
Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC
Levels
Components
ROLES
COMMUNICATIONS
TOOLS
METRICS
PROCESSES
DATA GOVERNANCE FRAMEWORK
DATA
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
DATA – ASSETS BEING GOVERNED
ROLES – FORMAL ACCOUNTABILITY
PROCESSES – APPLICATION / ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED / DEVELOPED
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
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
EXECUTIVE
STRATEGIC
TACTICAL
OPERATIONAL
SUPPORT
Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC
Levels
Components
ROLES
COMMUNICATIONS
TOOLS
METRICS
PROCESSES
DATA GOVERNANCE FRAMEWORK
DATA
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
DATA – ASSETS BEING GOVERNED
ROLES – FORMAL ACCOUNTABILITY
PROCESSES – APPLICATION / ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED / DEVELOPED
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
DATA – ASSETS BEING GOVERNED
ROLES – FORMAL ACCOUNTABILITY
PROCESSES – APPLICATION / ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED / DEVELOPED
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
• What to Name the Levels
– Executive – Senior Leadership – DG Steering Committee
– Strategic – Senior Management – DG Council
– Tactical – Data Owners – Data Domain Stewards
– Operational – Overseers – Data Stewards
– Support – Functions – Already Named
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
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
• Why Each Level is Important
– Without Senior Leadership support, sponsorship & understanding,
the Data Governance program is at risk. (Executive)
– Without Strategic Involvement, Data Governance will not become a
priority and agreement will be harder to come by. (Strategic)
– Without Owner (sic) and SME engagement, data will continue to be
a siloed and ungoverned asset. (Tactical)
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
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
• Why Each Level is Important
– Without people being held accountable for their relationship to the
data they define, produce and use, governance will not happen.
(Operational)
– The supportive functions are already governing data and Data
Governance efforts need to recognize and leverage that fact.
(Support)
Data Governance Roles and Responsibilities
Executive, Strategic, Tactical, Operational and Support-Level Roles
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
• Space in the Levels
– Space at each level represents percentage of decisions made.
– Space in the tower at the top of pyramid.
– Business Unit to Cross-Business Unit to Organization to Enterprise
– Formality to breaking down silos.
– Consistency in colors.
Data Governance Roles and Responsibilities
How to Customize an Operating Model to Fit Your Organization
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
• Meaning of the Borders & Escalation Path
– Sections bordering represents coordination and cooperation.
– Data Governance Office administers with everybody.
– DGO facilitates working teams.
– Working teams made up of SMEs and Data Stewards,
Data Governance Roles and Responsibilities
How to Customize an Operating Model to Fit Your Organization
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
• Qualifiers to Reduce Complexity
– Associated with each level.
– Minimize the bureaucracy and fear factor.
– Highlights non-invasive aspect of Data Governance.
– Important communications element.
– Language appropriate to the organization.
Data Governance Roles and Responsibilities
How to Customize an Operating Model to Fit Your Organization
NewLeverageExists
ExistsNewLeverageExists
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
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Executive Responsibilities
– Data Governance Steering Committee
• Identify people in their part of the organization for Data
Governance Council.
• No specific day-to-day or monthly data governance activities
… except to be reported to
• Support, Sponsorship and Understanding of Data Governance
• Data Governance / Council becomes an agenda item at meetings
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Strategic Responsibilities
– Data Governance Council
• Become educated in what Data Governance means, how it can and
will work for the organization and what it means to embrace Data
Governance and activate Data Domain Stewards.
• Approve things that need to be approved – i.e., Data Policy, Data
Role Framework, methods, priorities, tools, …
• Push Data Governance into their areas by actively promoting
improved data governance practices.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Strategic Responsibilities
– Data Governance Council
• Make decisions at a strategic level in a timely manner given the
appropriate knowledge to make that decision.
• Meet regularly (or send alternate), read minutes to stay informed of
Data Governance Program activities.
• Identify and approve of pivotal data governance roles including
cross-enterprise domain stewards and coordinators.
• Advise the Data Governance Council Owner in applying data
governance to Risk Management, Compliance, Business Unit-
specific governance interests.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Tactical Responsibilities
– Data Domain Stewards
• Responsible for ‘enterprise’ management of a domain of data.
• Identified by position (or person) as part of a single business unit or
functional area.
• When acting in role of data domain steward, affiliation to business
unit becomes secondary.
• Involved/facilitator in cross business unit resolution of data
definition, production and usage issues.
• May or not be the authority (decision maker). Depends on position
in the organization.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Tactical Responsibilities
– Data Domain Stewards
• Responsible for escalating well-documented issues to the strategic
level with or without recommendation.
• Responsible for documenting data classification rules, compliance
rules, business rules for data in their domain (may delegate this).
• Responsible for making certain the rules are communicated to all
stakeholders of data in that domain (may delegate).
• Responsible for participating in tactical groups (with other domain
stewards, steward coordinators, and operational stewards) for finite
periods of time to address specific issues and projects related to
their domain and business unit.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Tactical Responsibilities
– Data Domain Stewards Traits
• Vision of what the future of data as an asset looks like
• Looking for ways to improve the status quo
• Ability to motivate the organization
• Set an example of data-related behavior
• Team players
• Diplomatic
• Personal interest, intuitive ability and communication skills
to facilitate issue resolution to achieve a “win-win.”
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Tactical Responsibilities
– Data Steward Coordinators
• Act as the point communications person for distributing rules and
regulations per domain of data to the operational stewards in their
business unit (and making certain that the operational data
stewards understand the rules & risks).
• Act as the point communications person for their business unit to
document and communicate issues pertaining to specific domains
of data to the proper data domain steward.
• Act as the point person in the Common Data Matrix (or data
steward repository) regular change control process.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Tactical Responsibilities
– Data Steward Coordinators
• Identify the operational stewards of data per domain for their
business unit.
• Work alongside the Data Domain Stewards and operational data
stewards on specific Tactical Data Steward teams that are set up for
the duration of issue resolution or project focused task.
• Typically have no decision-making authority but plays a pivotal role in
data governance and data stewardship success.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Operational Responsibilities
– Data Stewards
• Participate in creating/reviewing data definitions
• Participate in the integrity and quality of data definition
• Producing, creating, updating, deleting, retiring, archiving data.
• Integrity and quality of the data created/updated in dept or process.
• Following rules associated w/identifying & classifying data access levels
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Operational Responsibilities
– Data Stewards
• Identifying and documenting regulatory and legal/risk issues
• Supporting/sharing knowledge w/ other stewards
• Communicating new/changed business requirements to individuals who
may be impacted and can influence change
• Communicating concerns, issues and problems with data to the
individuals that can influence change
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Operational Responsibilities
– Data Stewards
• Defining the data that will be used by the organization, how that
data will be used, and how that data will be managed. (Data Definers)
• Producing, creating, updating, deleting, retiring, archiving the data
that will be managed. (Data Producers)
• Using data to perform their job and processes.
• Integrity of data usage. (Data Users)
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Planning / Office / Administrator
• Planning Team evolves into the Program Team
• Participate in Data Governance Program Development
• Architect Solution & Framework
• Assist in Administering the Program
• Facilitate the Data Governance Council meetings
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Planning / Office / Administrator
• Participate in the Development & Delivery of Education, Awareness
& Mentoring Materials
• Report Results to Data Governance Council
• Participate in the Development & Delivery of Data Governance
Policies, Standards, Guidelines, and Procedures
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Planning / Office / Administrator
• Assist in Defining Data Quality Metrics for Periodic Release
• Support Data Quality Issue Analysis/Remediation for “Strategic” Data
• Conduct Audits to Ensure Components in Place for Improving Program
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Partners
• Focus on Consistent Protection of Data through Classification
• Responsible for Technical Data Handling to Meet Data Classification
• Secure Infrastructure On Behalf of the Business Units
• Managing Projects to assure appropriate Data Governance
• Responsible for championing the integration of data governance
within the standard project methodology.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Partners
• Ensure that policies, procedures and metrics are in place for
maintaining & improving data quality and the creation, capture and
maintenance of metadata.
• Ensure that all “strategic” data is modeled, named, and defined
consistently.
• Ensure that projects source and utilize data from the designated
system of record.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Support Responsibilities
– Data Governance Partners
• Provide technical support for ensuring data quality.
• Provide technical support for data governance and data cleansing.
• Ensure that metadata critical to Data Governance is included and
accessible.
Data Governance Roles and Responsibilities
Detailed Responsibilities for Each Level
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
• Executive Participation
– Senior Management/Steering Committee
– Made up of C-level individuals (or similar)
– Committee may already exist
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Strategic Participation
– Data Governance Council
– Often aligned with, or assigned by, an Executive level member
– Direct accountability to Executive level
– Often an alternate will be identified as a ‘stand in’
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Strategic Participation
– The Data Governance Council Consists of Strategic
Representatives of Business Divisions & Information Technology.
– Why do we need a Data Governance Council?
• Coordination of Data Governance Activities Across Divisions
• Cooperation Assurance Across Divisions
• Communications Assurance Across Divisions
• Comprehensive Risk Management Across Divisions
• Consistency in Ability to Apply Discipline Across Divisions
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Strategic Participation
– How much of a time commitment is there for Council Members:
• Monthly Data Governance Council Meetings
Council Consists of Representatives from All Divisions
Meetings Scheduled by Council Owner
Meeting Agenda and Facilitation by DGPT
Meeting Time 60 to 90 minutes a month
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Strategic Participation
– How much of a time commitment is there for Council Members:
• Availability to Read/Review/Comment/Recommend/Approve …
Data Policy & Mandates
Operating Model of DG Roles
Pro-Active and Reactive Data Governance Activities
Time needed varies 60 to 90 minutes a month
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Strategic Participation
– How much of a time commitment is there for Council Members:
• Availability to Resolve Issues Escalated to the Strategic Level
~5-10% of Data Issues Get Escalated to this Level
Higher % Indicates Deficiency in Tactical Level
Issues Not Resolved at Council Meetings
Time commitment varies
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
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
• Tactical Participation
– Data Domain Stewards
• Calling Them “Owners” Implies Exactly the Wrong Thing
• Recognize the People That People Go to for Answers / Decisions
• Formalize Data Subject Matter Experts
• Positive Connotations Come With Recognition
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
Most Important Level of the Pyramid.
Where the Silos are Broken Down.
39
39
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
• Tactical Participation
– Data Domain Stewards
• Formalize Levels of Accountability and Responsibility
• Potentially Also Recognized by Policy
• Concept of Business Unit Domain Stewards
• Possibly the Most Difficult Role to Recognize.
• Potentially Recognized / Approved by the Strategic Level.
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
Most Important Level of the Pyramid.
Where the Silos are Broken Down.
40
40
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
• Operational Participation
– Operational Data Stewards – people with relationship to data
• Business Data Stewards
• Data Definers
• Data Producers
• Data Users
– “Deputy” Data Stewards
– To get complete coverage …
Everybody is a Data Steward … Get over it!
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
41
41
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
• Support Participation
– Data Governance Planning/Program Team/Office
– Data Governance Partners
• Information Technology
• Risk Management – Regulatory & Compliance
• Project Management Office
• Agile Project Teams
• Information Security
• Centers of Excellence/Working Teams
Data Governance Roles and Responsibilities
Defining Who Participates (and How Much Time) at Each Level
42
42
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
• Role of the Working Team
– Represent stakeholders
– Gain appropriate participation
– Work a specific opportunity
– Not always to solve a “problem”
– Operationalize Data Governance
Data Governance Roles and Responsibilities
Using Working Teams to Implement Tactical Solutions
43
43
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
• Role of the Working Team
– Improve Data Definitions/Standards for Critical Data Elements (CDE)
– Improve Data Production and Collection
– Improve Data Usage and Understanding of Business Data Rules
– Improve Data Quality through Data Documentation and Metadata
– Improve Data Protection by focusing on Business Unit by Business Unit
comparison of data handling to standards.
Data Governance Roles and Responsibilities
Using Working Teams to Implement Tactical Solutions
44
44
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
• Operationalizing the Working Team
– Used to achieve results and business outcomes.
– The results and outcomes will not come without working teams.
– The data WILL NOT govern itself.
– The metadata WILL NOT govern itself.
– Data Governance adds little value unless operationalized.
Data Governance Roles and Responsibilities
Using Working Teams to Implement Tactical Solutions
45
45
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 Roles and Responsibilities
Summary
46
46
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:
– Executive, Strategic, Tactical, Operational, and Support-level Roles
– How to Customize an Operating Model to Fit Your Organization
– Detailed Responsibilities for Each Level
– Defining Who Participates at Each Level
– Using Working Teams to Implement Tactical Solutions
Data Governance Roles and Responsibilities
Summary
47
47
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/
48
48
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

Weitere ähnliche Inhalte

Was ist angesagt?

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 Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsData Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsDATAVERSITY
 
Improving Data Literacy Around Data Architecture
Improving Data Literacy Around Data ArchitectureImproving Data Literacy Around Data Architecture
Improving Data Literacy Around Data ArchitectureDATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesBoris Otto
 
Data Governance Workshop
Data Governance WorkshopData Governance Workshop
Data Governance WorkshopCCG
 
Data Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramData Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramDATAVERSITY
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceDATAVERSITY
 
Data Architecture for Data Governance
Data Architecture for Data GovernanceData Architecture for Data Governance
Data Architecture for Data GovernanceDATAVERSITY
 
Emerging Trends in Data Architecture – What’s the Next Big Thing
Emerging Trends in Data Architecture – What’s the Next Big ThingEmerging Trends in Data Architecture – What’s the Next Big Thing
Emerging Trends in Data Architecture – What’s the Next Big ThingDATAVERSITY
 
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...Christopher Bradley
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner
 
How to Make a Data Governance Program that Lasts
How to Make a Data Governance Program that LastsHow to Make a Data Governance Program that Lasts
How to Make a Data Governance Program that LastsDATAVERSITY
 
Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best PracticesDATAVERSITY
 
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 governance
Data governanceData governance
Data governanceMD Redaan
 
Data-Ed Slides: Best Practices in Data Stewardship (Technical)
Data-Ed Slides: Best Practices in Data Stewardship (Technical)Data-Ed Slides: Best Practices in Data Stewardship (Technical)
Data-Ed Slides: Best Practices in Data Stewardship (Technical)DATAVERSITY
 
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 Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best PracticesDATAVERSITY
 
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
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyRobyn Bollhorst
 

Was ist angesagt? (20)

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 Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsData Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and Roadmaps
 
Improving Data Literacy Around Data Architecture
Improving Data Literacy Around Data ArchitectureImproving Data Literacy Around Data Architecture
Improving Data Literacy Around Data Architecture
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
Data Governance Workshop
Data Governance WorkshopData Governance Workshop
Data Governance Workshop
 
Data Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramData Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your Program
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and Governance
 
Data Architecture for Data Governance
Data Architecture for Data GovernanceData Architecture for Data Governance
Data Architecture for Data Governance
 
Emerging Trends in Data Architecture – What’s the Next Big Thing
Emerging Trends in Data Architecture – What’s the Next Big ThingEmerging Trends in Data Architecture – What’s the Next Big Thing
Emerging Trends in Data Architecture – What’s the Next Big Thing
 
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...
DMBOK 2.0 and other frameworks including TOGAF & COBIT - keynote from DAMA Au...
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management Functionality
 
How to Make a Data Governance Program that Lasts
How to Make a Data Governance Program that LastsHow to Make a Data Governance Program that Lasts
How to Make a Data Governance Program that Lasts
 
Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best Practices
 
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 governance
Data governanceData governance
Data governance
 
Data-Ed Slides: Best Practices in Data Stewardship (Technical)
Data-Ed Slides: Best Practices in Data Stewardship (Technical)Data-Ed Slides: Best Practices in Data Stewardship (Technical)
Data-Ed Slides: Best Practices in Data Stewardship (Technical)
 
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 Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best Practices
 
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
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital Economy
 

Ähnlich wie RWDG Slides: Data Governance Roles and Responsibilities

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: 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
 
Do-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDo-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDATAVERSITY
 
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
 
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and Data
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and DataRWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and Data
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and DataDATAVERSITY
 
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: Measuring Data Governance Performance
RWDG: Measuring Data Governance PerformanceRWDG: Measuring Data Governance Performance
RWDG: Measuring Data Governance PerformanceDATAVERSITY
 
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
 
RWDG Slides: Non-Invasive Metadata Governance
RWDG Slides: Non-Invasive Metadata GovernanceRWDG Slides: Non-Invasive Metadata Governance
RWDG Slides: Non-Invasive Metadata GovernanceDATAVERSITY
 
The Non-Invasive Data Governance Framework
The Non-Invasive Data Governance FrameworkThe Non-Invasive Data Governance Framework
The Non-Invasive Data Governance FrameworkDATAVERSITY
 
RWDG Slides: Building a Data Governance Roadmap
RWDG Slides: Building a Data Governance RoadmapRWDG Slides: Building a Data Governance Roadmap
RWDG Slides: Building a Data Governance RoadmapDATAVERSITY
 
RWDG Slides: Build an Effective Data Governance Framework
RWDG Slides: Build an Effective Data Governance FrameworkRWDG Slides: Build an Effective Data Governance Framework
RWDG Slides: Build an Effective Data Governance FrameworkDATAVERSITY
 
How Can Everybody Be a Data Steward?
How Can Everybody Be a Data Steward?How Can Everybody Be a Data Steward?
How Can Everybody Be a Data Steward?DATAVERSITY
 
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
 
Data Governance vs. Information Governance
Data Governance vs. Information GovernanceData Governance vs. Information Governance
Data Governance vs. Information GovernanceDATAVERSITY
 
RWDG Slides: Stay Non-Invasive in Your Data Governance Approach
RWDG Slides: Stay Non-Invasive in Your Data Governance ApproachRWDG Slides: Stay Non-Invasive in Your Data Governance Approach
RWDG Slides: Stay Non-Invasive in Your Data Governance ApproachDATAVERSITY
 
Real-World Data Governance Webinar: Data Governance and Metadata Best Practice
Real-World Data Governance Webinar: Data Governance and Metadata Best PracticeReal-World Data Governance Webinar: Data Governance and Metadata Best Practice
Real-World Data Governance Webinar: Data Governance and Metadata Best PracticeDATAVERSITY
 
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
 
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 Webinar: Using Data Governance to Improve Data Understanding
RWDG Webinar: Using Data Governance to Improve Data UnderstandingRWDG Webinar: Using Data Governance to Improve Data Understanding
RWDG Webinar: Using Data Governance to Improve Data UnderstandingDATAVERSITY
 

Ähnlich wie RWDG Slides: Data Governance Roles and Responsibilities (20)

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: 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
 
Do-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDo-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance Framework
 
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
 
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and Data
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and DataRWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and Data
RWDG Webinar: Govern Metadata: Vocabulary, Dictionaries and Data
 
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: Measuring Data Governance Performance
RWDG: Measuring Data Governance PerformanceRWDG: Measuring Data Governance Performance
RWDG: Measuring Data Governance Performance
 
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
 
RWDG Slides: Non-Invasive Metadata Governance
RWDG Slides: Non-Invasive Metadata GovernanceRWDG Slides: Non-Invasive Metadata Governance
RWDG Slides: Non-Invasive Metadata Governance
 
The Non-Invasive Data Governance Framework
The Non-Invasive Data Governance FrameworkThe Non-Invasive Data Governance Framework
The Non-Invasive Data Governance Framework
 
RWDG Slides: Building a Data Governance Roadmap
RWDG Slides: Building a Data Governance RoadmapRWDG Slides: Building a Data Governance Roadmap
RWDG Slides: Building a Data Governance Roadmap
 
RWDG Slides: Build an Effective Data Governance Framework
RWDG Slides: Build an Effective Data Governance FrameworkRWDG Slides: Build an Effective Data Governance Framework
RWDG Slides: Build an Effective Data Governance Framework
 
How Can Everybody Be a Data Steward?
How Can Everybody Be a Data Steward?How Can Everybody Be a Data Steward?
How Can Everybody Be a Data Steward?
 
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
 
Data Governance vs. Information Governance
Data Governance vs. Information GovernanceData Governance vs. Information Governance
Data Governance vs. Information Governance
 
RWDG Slides: Stay Non-Invasive in Your Data Governance Approach
RWDG Slides: Stay Non-Invasive in Your Data Governance ApproachRWDG Slides: Stay Non-Invasive in Your Data Governance Approach
RWDG Slides: Stay Non-Invasive in Your Data Governance Approach
 
Real-World Data Governance Webinar: Data Governance and Metadata Best Practice
Real-World Data Governance Webinar: Data Governance and Metadata Best PracticeReal-World Data Governance Webinar: Data Governance and Metadata Best Practice
Real-World Data Governance Webinar: Data Governance and Metadata Best Practice
 
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
 
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 Webinar: Using Data Governance to Improve Data Understanding
RWDG Webinar: Using Data Governance to Improve Data UnderstandingRWDG Webinar: Using Data Governance to Improve Data Understanding
RWDG Webinar: Using Data Governance to Improve Data Understanding
 

Mehr von 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
 
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
 
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
 

Mehr von 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
 
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
 
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...
 

Kürzlich hochgeladen

Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Delhi Call girls
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...SUHANI PANDEY
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Valters Lauzums
 
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxMohammedJunaid861692
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxolyaivanovalion
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxolyaivanovalion
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 

Kürzlich hochgeladen (20)

Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptx
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
 
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
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptx
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFx
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 

RWDG Slides: Data Governance Roles and Responsibilities

  • 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 Data Governance Roles and Responsibilities Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com August 20, 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 Data Governance Roles and Responsibilities Introduction Real-World Data Governance – Monthly Webinar Series September 17, 2020 – Data Governance and Three Levels of Metadata Management 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 Coming Soon: 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 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: – Executive, Strategic, Tactical, Operational, and Support-level roles – How to Customize an Operating Model to Fit Your Organization – Detailed Responsibilities for Each Level – Defining Who Participates at Each Level – Using Working Teams to Implement Tactical Solutions Data Governance Roles and Responsibilities 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 Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles
  • 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 • Five Levels of the Data Governance Framework – Executive – Senior Leadership – Enterprise Perspective – Strategic – Senior Management – Organizational Perspective – Tactical – Data Owners – Cross Business Unit Perspective – Operational – Overseers – Business Unit Specific Perspective – Support – Functions – Administration and Utility Perspective Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles Identify the appropriate number of levels and ordering of levels.
  • 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 Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles EXECUTIVE STRATEGIC TACTICAL OPERATIONAL SUPPORT Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC Levels Components ROLES COMMUNICATIONS TOOLS METRICS PROCESSES DATA GOVERNANCE FRAMEWORK DATA LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS DATA – ASSETS BEING GOVERNED ROLES – FORMAL ACCOUNTABILITY PROCESSES – APPLICATION / ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED / DEVELOPED
  • 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 Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles EXECUTIVE STRATEGIC TACTICAL OPERATIONAL SUPPORT Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC Levels Components ROLES COMMUNICATIONS TOOLS METRICS PROCESSES DATA GOVERNANCE FRAMEWORK DATA LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS DATA – ASSETS BEING GOVERNED ROLES – FORMAL ACCOUNTABILITY PROCESSES – APPLICATION / ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED / DEVELOPED LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS DATA – ASSETS BEING GOVERNED ROLES – FORMAL ACCOUNTABILITY PROCESSES – APPLICATION / ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED / DEVELOPED
  • 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 • What to Name the Levels – Executive – Senior Leadership – DG Steering Committee – Strategic – Senior Management – DG Council – Tactical – Data Owners – Data Domain Stewards – Operational – Overseers – Data Stewards – Support – Functions – Already Named Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles
  • 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 • Why Each Level is Important – Without Senior Leadership support, sponsorship & understanding, the Data Governance program is at risk. (Executive) – Without Strategic Involvement, Data Governance will not become a priority and agreement will be harder to come by. (Strategic) – Without Owner (sic) and SME engagement, data will continue to be a siloed and ungoverned asset. (Tactical) Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles
  • 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 • Why Each Level is Important – Without people being held accountable for their relationship to the data they define, produce and use, governance will not happen. (Operational) – The supportive functions are already governing data and Data Governance efforts need to recognize and leverage that fact. (Support) Data Governance Roles and Responsibilities Executive, Strategic, Tactical, Operational and Support-Level Roles
  • 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 • Space in the Levels – Space at each level represents percentage of decisions made. – Space in the tower at the top of pyramid. – Business Unit to Cross-Business Unit to Organization to Enterprise – Formality to breaking down silos. – Consistency in colors. Data Governance Roles and Responsibilities How to Customize an Operating Model to Fit Your Organization
  • 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 • Meaning of the Borders & Escalation Path – Sections bordering represents coordination and cooperation. – Data Governance Office administers with everybody. – DGO facilitates working teams. – Working teams made up of SMEs and Data Stewards, Data Governance Roles and Responsibilities How to Customize an Operating Model to Fit Your Organization
  • 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 • Qualifiers to Reduce Complexity – Associated with each level. – Minimize the bureaucracy and fear factor. – Highlights non-invasive aspect of Data Governance. – Important communications element. – Language appropriate to the organization. Data Governance Roles and Responsibilities How to Customize an Operating Model to Fit Your Organization NewLeverageExists ExistsNewLeverageExists
  • 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 Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Executive Responsibilities – Data Governance Steering Committee • Identify people in their part of the organization for Data Governance Council. • No specific day-to-day or monthly data governance activities … except to be reported to • Support, Sponsorship and Understanding of Data Governance • Data Governance / Council becomes an agenda item at meetings Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Strategic Responsibilities – Data Governance Council • Become educated in what Data Governance means, how it can and will work for the organization and what it means to embrace Data Governance and activate Data Domain Stewards. • Approve things that need to be approved – i.e., Data Policy, Data Role Framework, methods, priorities, tools, … • Push Data Governance into their areas by actively promoting improved data governance practices. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Strategic Responsibilities – Data Governance Council • Make decisions at a strategic level in a timely manner given the appropriate knowledge to make that decision. • Meet regularly (or send alternate), read minutes to stay informed of Data Governance Program activities. • Identify and approve of pivotal data governance roles including cross-enterprise domain stewards and coordinators. • Advise the Data Governance Council Owner in applying data governance to Risk Management, Compliance, Business Unit- specific governance interests. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Tactical Responsibilities – Data Domain Stewards • Responsible for ‘enterprise’ management of a domain of data. • Identified by position (or person) as part of a single business unit or functional area. • When acting in role of data domain steward, affiliation to business unit becomes secondary. • Involved/facilitator in cross business unit resolution of data definition, production and usage issues. • May or not be the authority (decision maker). Depends on position in the organization. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Tactical Responsibilities – Data Domain Stewards • Responsible for escalating well-documented issues to the strategic level with or without recommendation. • Responsible for documenting data classification rules, compliance rules, business rules for data in their domain (may delegate this). • Responsible for making certain the rules are communicated to all stakeholders of data in that domain (may delegate). • Responsible for participating in tactical groups (with other domain stewards, steward coordinators, and operational stewards) for finite periods of time to address specific issues and projects related to their domain and business unit. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Tactical Responsibilities – Data Domain Stewards Traits • Vision of what the future of data as an asset looks like • Looking for ways to improve the status quo • Ability to motivate the organization • Set an example of data-related behavior • Team players • Diplomatic • Personal interest, intuitive ability and communication skills to facilitate issue resolution to achieve a “win-win.” Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Tactical Responsibilities – Data Steward Coordinators • Act as the point communications person for distributing rules and regulations per domain of data to the operational stewards in their business unit (and making certain that the operational data stewards understand the rules & risks). • Act as the point communications person for their business unit to document and communicate issues pertaining to specific domains of data to the proper data domain steward. • Act as the point person in the Common Data Matrix (or data steward repository) regular change control process. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Tactical Responsibilities – Data Steward Coordinators • Identify the operational stewards of data per domain for their business unit. • Work alongside the Data Domain Stewards and operational data stewards on specific Tactical Data Steward teams that are set up for the duration of issue resolution or project focused task. • Typically have no decision-making authority but plays a pivotal role in data governance and data stewardship success. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Operational Responsibilities – Data Stewards • Participate in creating/reviewing data definitions • Participate in the integrity and quality of data definition • Producing, creating, updating, deleting, retiring, archiving data. • Integrity and quality of the data created/updated in dept or process. • Following rules associated w/identifying & classifying data access levels Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Operational Responsibilities – Data Stewards • Identifying and documenting regulatory and legal/risk issues • Supporting/sharing knowledge w/ other stewards • Communicating new/changed business requirements to individuals who may be impacted and can influence change • Communicating concerns, issues and problems with data to the individuals that can influence change Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Operational Responsibilities – Data Stewards • Defining the data that will be used by the organization, how that data will be used, and how that data will be managed. (Data Definers) • Producing, creating, updating, deleting, retiring, archiving the data that will be managed. (Data Producers) • Using data to perform their job and processes. • Integrity of data usage. (Data Users) Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Planning / Office / Administrator • Planning Team evolves into the Program Team • Participate in Data Governance Program Development • Architect Solution & Framework • Assist in Administering the Program • Facilitate the Data Governance Council meetings Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Planning / Office / Administrator • Participate in the Development & Delivery of Education, Awareness & Mentoring Materials • Report Results to Data Governance Council • Participate in the Development & Delivery of Data Governance Policies, Standards, Guidelines, and Procedures Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Planning / Office / Administrator • Assist in Defining Data Quality Metrics for Periodic Release • Support Data Quality Issue Analysis/Remediation for “Strategic” Data • Conduct Audits to Ensure Components in Place for Improving Program Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Partners • Focus on Consistent Protection of Data through Classification • Responsible for Technical Data Handling to Meet Data Classification • Secure Infrastructure On Behalf of the Business Units • Managing Projects to assure appropriate Data Governance • Responsible for championing the integration of data governance within the standard project methodology. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Partners • Ensure that policies, procedures and metrics are in place for maintaining & improving data quality and the creation, capture and maintenance of metadata. • Ensure that all “strategic” data is modeled, named, and defined consistently. • Ensure that projects source and utilize data from the designated system of record. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Support Responsibilities – Data Governance Partners • Provide technical support for ensuring data quality. • Provide technical support for data governance and data cleansing. • Ensure that metadata critical to Data Governance is included and accessible. Data Governance Roles and Responsibilities Detailed Responsibilities for Each Level
  • 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 • Executive Participation – Senior Management/Steering Committee – Made up of C-level individuals (or similar) – Committee may already exist Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 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 • Strategic Participation – Data Governance Council – Often aligned with, or assigned by, an Executive level member – Direct accountability to Executive level – Often an alternate will be identified as a ‘stand in’ Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 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 • Strategic Participation – The Data Governance Council Consists of Strategic Representatives of Business Divisions & Information Technology. – Why do we need a Data Governance Council? • Coordination of Data Governance Activities Across Divisions • Cooperation Assurance Across Divisions • Communications Assurance Across Divisions • Comprehensive Risk Management Across Divisions • Consistency in Ability to Apply Discipline Across Divisions Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 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 • Strategic Participation – How much of a time commitment is there for Council Members: • Monthly Data Governance Council Meetings Council Consists of Representatives from All Divisions Meetings Scheduled by Council Owner Meeting Agenda and Facilitation by DGPT Meeting Time 60 to 90 minutes a month Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 36. 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 • Strategic Participation – How much of a time commitment is there for Council Members: • Availability to Read/Review/Comment/Recommend/Approve … Data Policy & Mandates Operating Model of DG Roles Pro-Active and Reactive Data Governance Activities Time needed varies 60 to 90 minutes a month Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 37. 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 • Strategic Participation – How much of a time commitment is there for Council Members: • Availability to Resolve Issues Escalated to the Strategic Level ~5-10% of Data Issues Get Escalated to this Level Higher % Indicates Deficiency in Tactical Level Issues Not Resolved at Council Meetings Time commitment varies Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 38. 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 • Tactical Participation – Data Domain Stewards • Calling Them “Owners” Implies Exactly the Wrong Thing • Recognize the People That People Go to for Answers / Decisions • Formalize Data Subject Matter Experts • Positive Connotations Come With Recognition Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level Most Important Level of the Pyramid. Where the Silos are Broken Down.
  • 39. 39 39 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 • Tactical Participation – Data Domain Stewards • Formalize Levels of Accountability and Responsibility • Potentially Also Recognized by Policy • Concept of Business Unit Domain Stewards • Possibly the Most Difficult Role to Recognize. • Potentially Recognized / Approved by the Strategic Level. Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level Most Important Level of the Pyramid. Where the Silos are Broken Down.
  • 40. 40 40 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 • Operational Participation – Operational Data Stewards – people with relationship to data • Business Data Stewards • Data Definers • Data Producers • Data Users – “Deputy” Data Stewards – To get complete coverage … Everybody is a Data Steward … Get over it! Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 41. 41 41 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 • Support Participation – Data Governance Planning/Program Team/Office – Data Governance Partners • Information Technology • Risk Management – Regulatory & Compliance • Project Management Office • Agile Project Teams • Information Security • Centers of Excellence/Working Teams Data Governance Roles and Responsibilities Defining Who Participates (and How Much Time) at Each Level
  • 42. 42 42 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 • Role of the Working Team – Represent stakeholders – Gain appropriate participation – Work a specific opportunity – Not always to solve a “problem” – Operationalize Data Governance Data Governance Roles and Responsibilities Using Working Teams to Implement Tactical Solutions
  • 43. 43 43 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 • Role of the Working Team – Improve Data Definitions/Standards for Critical Data Elements (CDE) – Improve Data Production and Collection – Improve Data Usage and Understanding of Business Data Rules – Improve Data Quality through Data Documentation and Metadata – Improve Data Protection by focusing on Business Unit by Business Unit comparison of data handling to standards. Data Governance Roles and Responsibilities Using Working Teams to Implement Tactical Solutions
  • 44. 44 44 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 • Operationalizing the Working Team – Used to achieve results and business outcomes. – The results and outcomes will not come without working teams. – The data WILL NOT govern itself. – The metadata WILL NOT govern itself. – Data Governance adds little value unless operationalized. Data Governance Roles and Responsibilities Using Working Teams to Implement Tactical Solutions
  • 45. 45 45 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 Roles and Responsibilities Summary
  • 46. 46 46 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: – Executive, Strategic, Tactical, Operational, and Support-level Roles – How to Customize an Operating Model to Fit Your Organization – Detailed Responsibilities for Each Level – Defining Who Participates at Each Level – Using Working Teams to Implement Tactical Solutions Data Governance Roles and Responsibilities Summary
  • 47. 47 47 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/
  • 48. 48 48 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