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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
October 17, 2019 – 11:00 a.m. PT / 2:00 p.m. ET
Real-World Data Governance
2
2
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Introduction
• Real-World Data Governance – Monthly Webinar Series
November 21, 2019 – How can Everybody be a Data Steward?
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
Data Governance Vision, Washington, DC – December 9-12, 2019
Enterprise Data World, San Diego, CA – March 22-27, 2020
• Non-Invasive Data Governance Online Learning Plan
Non-Invasive Metadata Governance Online Learning Plan
DATAVERSITY Training Center
https://training.dataversity.net
• The Data Administration Newsletter (TDAN.com)
Twice Monthly – Data Articles, Columns, Blogs and Features
Produced by DATAVERSITY – Subscribe for emails
New Non-Invasive Data Governance Framework now being published
• KIK Consulting & Educational Services
KIKConsulting.com
Home of Non-Invasive Data Governance™
Home of Non-Invasive Metadata Governance
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Copyright © 2019 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:
– Easy to Build Data Governance Tools
– Customizing Tools to Address Specific Needs
– Internally Developed Tools Lead to Tool Acquisition
– Knowing When it is Time to Acquire Tools
– Integrating DIY Tools with Acquired Tools
Build Your Own Data Governance Tools
Abstract
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4
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• The Framework as a Tool
– Last month’s RWDG webinar detailed the Framework
– Digital twin under development
– Used increasingly by organizations to communicate their focus
– Used to align multiple efforts within the same organization
– Basis for this webinar
Build Your Own Data Governance Tools
Data Governance Framework
5
5
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Data Governance Framework
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
6
6
Copyright © 2019 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
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
Build Your Own Data Governance Tools
Data Governance Framework
• Details – Intersecting Blocks
• Data by Level
• Roles by Level
• Processes by Level
• Communications by Level
• Metrics by Level
• Tools by Level
• Columns – Core Components
• Data
• Roles
• Processes
• Communication
• Metrics
• Tools
• Rows – Perspective Levels
• Executive
• Strategic
• Tactical
• Operational
• Support
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7
Copyright © 2019 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
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
• Rows – Perspective Levels
• Executive
• Strategic
• Tactical
• Operational
• Support
Build Your Own Data Governance Tools
Data Governance Framework
• Details – Intersecting Blocks
• Data by Level
• Roles by Level
• Processes by Level
• Communications by Level
• Metrics by Level
• Tools by Level
• Columns – Core Components
• Data
• Roles
• Processes
• Communication
• Metrics
• Tools
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Non-Invasive Data Governance – Tools of …
Data Governance Framework Tools
• Framework Tool
• Approach Comparison Tool
• Maturity Model
• Assessment Tool
• Roadmap Tool
Data Tools
• Common Data Matrix
• Gap Scorecard
• Challenge Maturity Tool
• Data Strategy Framework
• Metadata Level Tool
Roles Tools
• Operating Model
• Operating Model Inverted
• Program Administrator Tool
• Common Data Matrix (Role Accountability)
• Governance Activity Matrix (Role Engagemt)
Process Tools
• Process Bubble Flow
• Process RACI Matrix
• Governance Activity Matrix
• Product Planning RACI
• Pilot Activity Tool
Communications Tools
• Communication Plan Matrix
• Gamification Tool
• Use Case Tool
• Documentation Cheat Sheet / Job Aid Tool
• Opportunity Intake Tool
Metrics Tools
• Dashboard Tool
• SMART Tools
• Rubric Opportunity Evaluation Tool
• Communication Plan Matrix (Measure Cx)
• Tooling Guideline Tool (Measure Tools)
Tools Tools
• Tooling Guideline Tool
• Technology Roadmap Tool
• Data Governance & Metadata Tool Criteria
• Request for Proposal (RFP) Format
• Tools Evaluation Matrix
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9
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Communications Tools
• Communication Plan Matrix
• Gamification Tool
• Use Case Tool
• Documentation Cheat Sheet / Job Aid Tool
• Opportunity Intake Tool
Metrics Tools
• Dashboard Tool
• SMART Tools
• Rubric Opportunity Evaluation Tool
• Communication Plan Matrix (Measure Cx)
• Tooling Guideline Tool (Measure Tools)
Tools Tools
• Tooling Guideline Tool
• Technology Roadmap Tool
• Data Governance & Metadata Tool Criteria
• Request for Proposal (RFP) Format
• Tools Evaluation Matrix
Core
Components
Core
Components
Build Your Own Data Governance Tools
Non-Invasive Data Governance – Tools of …
Data Governance Framework Tools
• Framework Tool
• Approach Comparison Tool
• Maturity Model
• Assessment Tool
• Roadmap Tool
Data Tools
• Common Data Matrix
• Gap Scorecard (OF)
• Challenge Maturity Tool (UC)
• Data Strategy Framework (EWB)
• Metadata Level Tool
Roles Tools
• Operating Model
• Operating Model Inverted
• Program Administrator Tool
• Common Data Matrix (Role Accountability)
• Governance Activity Matrix (Role Engagemt)
Process Tools
• Process Bubble Flow
• Process RACI Matrix
• Governance Activity Matrix
• Product Planning RACI
• Pilot Activity Tool
Core
Components
Core
Components
Core
Components
Core
Components
10
10
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Non-Invasive Data Governance – Tools of …
Data Governance Framework Tools
• Framework Tool
• Approach Comparison Tool
• Maturity Model
• Assessment Tool
• Roadmap Tool
Data Tools
• Common Data Matrix
• Gap Scorecard (OF)
• Challenge Maturity Tool (UC)
• Data Strategy Framework (EWB)
• Metadata Level Tool
Roles Tools
• Operating Model
• Operating Model Inverted
• Program Administrator Tool
• Common Data Matrix (Role Accountability)
• Governance Activity Matrix (Role Engagemt)
Process Tools
• Process Bubble Flow
• Process RACI Matrix
• Governance Activity Matrix
• Product Planning RACI
• Pilot Activity Tool
Communications Tools
• Communication Plan Matrix
• Gamification Tool
• Use Case Tool
• Documentation Cheat Sheet / Job Aid Tool
• Opportunity Intake Tool
Metrics Tools
• Dashboard Tool
• SMART Tools
• Rubric Opportunity Evaluation Tool
• Communication Plan Matrix (Measure Cx)
• Tooling Guideline Tool (Measure Tools)
Tools Tools
• Tooling Guideline Tool
• Technology Roadmap Tool
• Data Governance & Metadata Tool Criteria
• Request for Proposal (RFP) Format
• Tools Evaluation Matrix
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11
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Tools I will share today:
– Framework
– Operating Model / Operating Model Inverted
– Common Data Matrix
– Process Bubble Flow / RACI Matrix
– Communication Plan Matrix
– Rubric Opportunity Evaluation Tool
– Tool Evaluation Tool
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
12
12
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Operating Model / Operating Model Inverted
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
13
13
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Operating Model / Operating Model Inverted
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
-----------------------> Time ----------------------->
EMPHASIS FOR PROGRAM
TACTICAL LEVEL
Cross Division
STRATEGIC LEVEL
Department
OPERATIONAL LEVEL
Per Division
Data Governance
Program Team
Escalation
Com
m
unication
EMPHASIS FOR PROJECT
STRATEGIC LEVEL
Department
TACTICAL LEVEL
Cross Division
OPERATIONAL LEVEL
Per Division
Data Governance
Project Team
14
14
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Common Data Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
15
15
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Common Data Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
16
16
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
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
17
17
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
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
Data & Roles Column
18
18
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
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
Data & Roles Column
Roles Column
19
19
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
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
EMPHASIS FOR PROGRAM
TACTICAL LEVEL
Cross Division
STRATEGIC LEVEL
Department
OPERATIONAL LEVEL
Per Division
Data Governance
Program Team
Operating Model of Roles & Responsibilities
Project – Program Emphasis
Escalation
Com
m
unication
EMPHASIS FOR PROJECT
STRATEGIC LEVEL
Department
TACTICAL LEVEL
Cross Division
OPERATIONAL LEVEL
Per Division
Data Governance
Project Team
Data & Roles Column
Roles Column
20
20
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Process Bubble Flow / RACI Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
21
21
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Process Bubble Flow / RACI Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
22
22
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Process Bubble Flow / RACI Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
23
23
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Communication Plan Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
24
24
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Communication Plan Matrix
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
25
25
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Rubric Opportunity Evaluation Tool
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
26
26
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Rubric Opportunity Evaluation Tool
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
27
27
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Tool Evaluation Tool
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
28
28
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Tool Evaluation Tool
Build Your Own Data Governance Tools
Easy to Build Data Governance Tools
29
29
Copyright © 2019 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 can be customized?
– Domains of Data
– Parts of the Organization
– Roles associated with Data Governance
– Processes you are Governing
– Purpose of your Data Governance Program
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
30
30
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Domains of Data
– Customers
– Products
– Parts
– Employees
– Suppliers / Vendors
– Classified Data
– Capability / Function
– KPI / Strategic Data
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
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31
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Parts of the Organization
– Locations / Countries
– Companies / Subsidiaries
– Divisions / Departments
– Functional Areas / Capabilities
– Partners / Stakeholders
– Segments / Departments
– Sectors / Business Units
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
• Issues of the Organization
– Centralized or Federated
– Consistent or Distributed
– International or Regional
– Guidelines or Standards
– Culture or Ethics
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32
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Roles associated with Data Governance
– Executive – Steering Committee
– Strategic – Data Governance Council
– Tactical – Data Owners, SMEs
– Operational – Data Stewards
– Support – Administration, Partners, Working Data Teams
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
33
33
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Processes You are Governing
– Data Quality
– Data Protection
– Data Understanding
– Data Certification
– Data Access
– Data Sharing
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
• Any Related Processes
– Data Definition
– Data Production
– Data Usage
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34
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Purpose of your Data Governance Program
– Improve Data Quality
– Assure Data Protection
– Improve Data Understanding
– Provide Data Certification
– Improve Data Access
– Leverage Data Sharing
Build Your Own Data Governance Tools
Customizing Tools to Address Specific Needs
– Improve Data Definition
– Improve Data Production
– Improve Data Usage
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35
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What is it about the internally developed tools, that leads to tool acquisition?
1. Helps you define your requirements for what you need the tool to do
2. Helps you recognize the users who are likely to use an acquired tool
3. Helps you quantify the impact of improved capabilities through the tool
Build Your Own Data Governance Tools
Internally Developed Tools Lead to Tool Acquisition
36
36
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What is it about the internally developed tools, that leads to tool acquisition?
4. Helps you shape the need for metadata dissemination
5. Helps you define usability considerations for an acquired tool
6. Helps you define what you don’t want out of an acquired tool
Build Your Own Data Governance Tools
Internally Developed Tools Lead to Tool Acquisition
37
37
Copyright © 2019 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’s the connection between internally developed (ID) and purchased tools?
– They both require someone to manage them.
– You can use the ID tools to prove that there is a need.
– You can use the ID tools to provided tool insight.
Build Your Own Data Governance Tools
Internally Developed Tools Lead to Tool Acquisition
38
38
Copyright © 2019 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’s the connection between internally developed (ID) and purchased tools?
– You can use the tools to understand how people want to access metadata.
– You can use the tools to understand the metadata necessary improve DG.
Build Your Own Data Governance Tools
Internally Developed Tools Lead to Tool Acquisition
39
39
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• When will it be time to advance (sic) beyond internally developed?
– Capacity
– Access
– Functionality
– Management
– Resources
– Cost of Ownership
– Budget becomes available
Build Your Own Data Governance Tools
Knowing When it is Time to Acquire Tools
40
40
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Internally Developed tools that may meet limits:
– Common Data Matrix
– Data Dictionary and Business Glossary
– Data Movement Documentation Tools
Build Your Own Data Governance Tools
Knowing When it is Time to Acquire Tools
41
41
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Internally Developed tools that most likely will not meet limits:
– Operating Model of Roles and Responsibilities
– Process Tools (Bubble Flow and RACI Matrices)
– Communications Plan Tool
– Measurement Rubrics
Build Your Own Data Governance Tools
Knowing When it is Time to Acquire Tools
42
42
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Look for How Internally Developed Tools Compliment Acquired Tools
– Not just acquired tool; but also existing tools in your landscape.
– Where are they serving the same function?
– Where do they serve separate or complimentary functions?
– What is the cost of producing and using the metadata from both?
– Can metadata be passed from one tool to the other?
– What will it take to training people on using “another” product?
Build Your Own Data Governance Tools
Integrating DIY Tools with Acquired Tools
43
43
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Focus on how the metadata will improve the effectiveness of:
– Data Definition
– Data Production
– Data Usage
Build Your Own Data Governance Tools
Integrating DIY Tools with Acquired Tools
44
44
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Consider Total Cost of Ownership (TCO) to add new tools:
– Product Cost
– Resource Cost
– Maintenance/Support Cost
– Licenses – Concurrent Users
– Licenses – With edit capabilities
Build Your Own Data Governance Tools
Integrating DIY Tools with Acquired Tools
45
45
Copyright © 2019 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:
– Easy to Build Data Governance Tools
– Customizing Tools to Address Specific Issues
– Internally Developed Tools can Lead to Tool Acquisition
– Knowing When it is Time to Acquire Tools
– Integrating DIY Tools with Acquired Tools
Build Your Own Data Governance Tools
Summary
46
46
Copyright © 2019 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/
47
47
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner @TDAN_com
#RWDG
Real-World Data Governance
Contact Information

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RWDG Webinar: Build Your Own Data Governance Tools

  • 1. 1 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com October 17, 2019 – 11:00 a.m. PT / 2:00 p.m. ET Real-World Data Governance
  • 2. 2 2 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Introduction • Real-World Data Governance – Monthly Webinar Series November 21, 2019 – How can Everybody be a Data Steward? 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 Data Governance Vision, Washington, DC – December 9-12, 2019 Enterprise Data World, San Diego, CA – March 22-27, 2020 • Non-Invasive Data Governance Online Learning Plan Non-Invasive Metadata Governance Online Learning Plan DATAVERSITY Training Center https://training.dataversity.net • The Data Administration Newsletter (TDAN.com) Twice Monthly – Data Articles, Columns, Blogs and Features Produced by DATAVERSITY – Subscribe for emails New Non-Invasive Data Governance Framework now being published • KIK Consulting & Educational Services KIKConsulting.com Home of Non-Invasive Data Governance™ Home of Non-Invasive Metadata Governance
  • 3. 3 3 Copyright © 2019 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: – Easy to Build Data Governance Tools – Customizing Tools to Address Specific Needs – Internally Developed Tools Lead to Tool Acquisition – Knowing When it is Time to Acquire Tools – Integrating DIY Tools with Acquired Tools Build Your Own Data Governance Tools Abstract
  • 4. 4 4 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • The Framework as a Tool – Last month’s RWDG webinar detailed the Framework – Digital twin under development – Used increasingly by organizations to communicate their focus – Used to align multiple efforts within the same organization – Basis for this webinar Build Your Own Data Governance Tools Data Governance Framework
  • 5. 5 5 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Data Governance Framework 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
  • 6. 6 6 Copyright © 2019 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 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 Build Your Own Data Governance Tools Data Governance Framework • Details – Intersecting Blocks • Data by Level • Roles by Level • Processes by Level • Communications by Level • Metrics by Level • Tools by Level • Columns – Core Components • Data • Roles • Processes • Communication • Metrics • Tools • Rows – Perspective Levels • Executive • Strategic • Tactical • Operational • Support
  • 7. 7 7 Copyright © 2019 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 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 • Rows – Perspective Levels • Executive • Strategic • Tactical • Operational • Support Build Your Own Data Governance Tools Data Governance Framework • Details – Intersecting Blocks • Data by Level • Roles by Level • Processes by Level • Communications by Level • Metrics by Level • Tools by Level • Columns – Core Components • Data • Roles • Processes • Communication • Metrics • Tools
  • 8. 8 8 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Non-Invasive Data Governance – Tools of … Data Governance Framework Tools • Framework Tool • Approach Comparison Tool • Maturity Model • Assessment Tool • Roadmap Tool Data Tools • Common Data Matrix • Gap Scorecard • Challenge Maturity Tool • Data Strategy Framework • Metadata Level Tool Roles Tools • Operating Model • Operating Model Inverted • Program Administrator Tool • Common Data Matrix (Role Accountability) • Governance Activity Matrix (Role Engagemt) Process Tools • Process Bubble Flow • Process RACI Matrix • Governance Activity Matrix • Product Planning RACI • Pilot Activity Tool Communications Tools • Communication Plan Matrix • Gamification Tool • Use Case Tool • Documentation Cheat Sheet / Job Aid Tool • Opportunity Intake Tool Metrics Tools • Dashboard Tool • SMART Tools • Rubric Opportunity Evaluation Tool • Communication Plan Matrix (Measure Cx) • Tooling Guideline Tool (Measure Tools) Tools Tools • Tooling Guideline Tool • Technology Roadmap Tool • Data Governance & Metadata Tool Criteria • Request for Proposal (RFP) Format • Tools Evaluation Matrix
  • 9. 9 9 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Communications Tools • Communication Plan Matrix • Gamification Tool • Use Case Tool • Documentation Cheat Sheet / Job Aid Tool • Opportunity Intake Tool Metrics Tools • Dashboard Tool • SMART Tools • Rubric Opportunity Evaluation Tool • Communication Plan Matrix (Measure Cx) • Tooling Guideline Tool (Measure Tools) Tools Tools • Tooling Guideline Tool • Technology Roadmap Tool • Data Governance & Metadata Tool Criteria • Request for Proposal (RFP) Format • Tools Evaluation Matrix Core Components Core Components Build Your Own Data Governance Tools Non-Invasive Data Governance – Tools of … Data Governance Framework Tools • Framework Tool • Approach Comparison Tool • Maturity Model • Assessment Tool • Roadmap Tool Data Tools • Common Data Matrix • Gap Scorecard (OF) • Challenge Maturity Tool (UC) • Data Strategy Framework (EWB) • Metadata Level Tool Roles Tools • Operating Model • Operating Model Inverted • Program Administrator Tool • Common Data Matrix (Role Accountability) • Governance Activity Matrix (Role Engagemt) Process Tools • Process Bubble Flow • Process RACI Matrix • Governance Activity Matrix • Product Planning RACI • Pilot Activity Tool Core Components Core Components Core Components Core Components
  • 10. 10 10 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Non-Invasive Data Governance – Tools of … Data Governance Framework Tools • Framework Tool • Approach Comparison Tool • Maturity Model • Assessment Tool • Roadmap Tool Data Tools • Common Data Matrix • Gap Scorecard (OF) • Challenge Maturity Tool (UC) • Data Strategy Framework (EWB) • Metadata Level Tool Roles Tools • Operating Model • Operating Model Inverted • Program Administrator Tool • Common Data Matrix (Role Accountability) • Governance Activity Matrix (Role Engagemt) Process Tools • Process Bubble Flow • Process RACI Matrix • Governance Activity Matrix • Product Planning RACI • Pilot Activity Tool Communications Tools • Communication Plan Matrix • Gamification Tool • Use Case Tool • Documentation Cheat Sheet / Job Aid Tool • Opportunity Intake Tool Metrics Tools • Dashboard Tool • SMART Tools • Rubric Opportunity Evaluation Tool • Communication Plan Matrix (Measure Cx) • Tooling Guideline Tool (Measure Tools) Tools Tools • Tooling Guideline Tool • Technology Roadmap Tool • Data Governance & Metadata Tool Criteria • Request for Proposal (RFP) Format • Tools Evaluation Matrix
  • 11. 11 11 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Tools I will share today: – Framework – Operating Model / Operating Model Inverted – Common Data Matrix – Process Bubble Flow / RACI Matrix – Communication Plan Matrix – Rubric Opportunity Evaluation Tool – Tool Evaluation Tool Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 12. 12 12 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Operating Model / Operating Model Inverted Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 13. 13 13 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Operating Model / Operating Model Inverted Build Your Own Data Governance Tools Easy to Build Data Governance Tools -----------------------> Time -----------------------> EMPHASIS FOR PROGRAM TACTICAL LEVEL Cross Division STRATEGIC LEVEL Department OPERATIONAL LEVEL Per Division Data Governance Program Team Escalation Com m unication EMPHASIS FOR PROJECT STRATEGIC LEVEL Department TACTICAL LEVEL Cross Division OPERATIONAL LEVEL Per Division Data Governance Project Team
  • 14. 14 14 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Common Data Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 15. 15 15 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Common Data Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 16. 16 16 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Easy to Build Data Governance Tools 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
  • 17. 17 17 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Easy to Build Data Governance Tools 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 Data & Roles Column
  • 18. 18 18 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Easy to Build Data Governance Tools 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 Data & Roles Column Roles Column
  • 19. 19 19 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Build Your Own Data Governance Tools Easy to Build Data Governance Tools 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 EMPHASIS FOR PROGRAM TACTICAL LEVEL Cross Division STRATEGIC LEVEL Department OPERATIONAL LEVEL Per Division Data Governance Program Team Operating Model of Roles & Responsibilities Project – Program Emphasis Escalation Com m unication EMPHASIS FOR PROJECT STRATEGIC LEVEL Department TACTICAL LEVEL Cross Division OPERATIONAL LEVEL Per Division Data Governance Project Team Data & Roles Column Roles Column
  • 20. 20 20 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Process Bubble Flow / RACI Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 21. 21 21 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Process Bubble Flow / RACI Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 22. 22 22 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Process Bubble Flow / RACI Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 23. 23 23 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Communication Plan Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 24. 24 24 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Communication Plan Matrix Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 25. 25 25 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Rubric Opportunity Evaluation Tool Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 26. 26 26 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Rubric Opportunity Evaluation Tool Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 27. 27 27 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Tool Evaluation Tool Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 28. 28 28 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Tool Evaluation Tool Build Your Own Data Governance Tools Easy to Build Data Governance Tools
  • 29. 29 29 Copyright © 2019 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 can be customized? – Domains of Data – Parts of the Organization – Roles associated with Data Governance – Processes you are Governing – Purpose of your Data Governance Program Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs
  • 30. 30 30 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Domains of Data – Customers – Products – Parts – Employees – Suppliers / Vendors – Classified Data – Capability / Function – KPI / Strategic Data Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs
  • 31. 31 31 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Parts of the Organization – Locations / Countries – Companies / Subsidiaries – Divisions / Departments – Functional Areas / Capabilities – Partners / Stakeholders – Segments / Departments – Sectors / Business Units Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs • Issues of the Organization – Centralized or Federated – Consistent or Distributed – International or Regional – Guidelines or Standards – Culture or Ethics
  • 32. 32 32 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Roles associated with Data Governance – Executive – Steering Committee – Strategic – Data Governance Council – Tactical – Data Owners, SMEs – Operational – Data Stewards – Support – Administration, Partners, Working Data Teams Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs
  • 33. 33 33 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Processes You are Governing – Data Quality – Data Protection – Data Understanding – Data Certification – Data Access – Data Sharing Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs • Any Related Processes – Data Definition – Data Production – Data Usage
  • 34. 34 34 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Purpose of your Data Governance Program – Improve Data Quality – Assure Data Protection – Improve Data Understanding – Provide Data Certification – Improve Data Access – Leverage Data Sharing Build Your Own Data Governance Tools Customizing Tools to Address Specific Needs – Improve Data Definition – Improve Data Production – Improve Data Usage
  • 35. 35 35 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What is it about the internally developed tools, that leads to tool acquisition? 1. Helps you define your requirements for what you need the tool to do 2. Helps you recognize the users who are likely to use an acquired tool 3. Helps you quantify the impact of improved capabilities through the tool Build Your Own Data Governance Tools Internally Developed Tools Lead to Tool Acquisition
  • 36. 36 36 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What is it about the internally developed tools, that leads to tool acquisition? 4. Helps you shape the need for metadata dissemination 5. Helps you define usability considerations for an acquired tool 6. Helps you define what you don’t want out of an acquired tool Build Your Own Data Governance Tools Internally Developed Tools Lead to Tool Acquisition
  • 37. 37 37 Copyright © 2019 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’s the connection between internally developed (ID) and purchased tools? – They both require someone to manage them. – You can use the ID tools to prove that there is a need. – You can use the ID tools to provided tool insight. Build Your Own Data Governance Tools Internally Developed Tools Lead to Tool Acquisition
  • 38. 38 38 Copyright © 2019 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’s the connection between internally developed (ID) and purchased tools? – You can use the tools to understand how people want to access metadata. – You can use the tools to understand the metadata necessary improve DG. Build Your Own Data Governance Tools Internally Developed Tools Lead to Tool Acquisition
  • 39. 39 39 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • When will it be time to advance (sic) beyond internally developed? – Capacity – Access – Functionality – Management – Resources – Cost of Ownership – Budget becomes available Build Your Own Data Governance Tools Knowing When it is Time to Acquire Tools
  • 40. 40 40 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Internally Developed tools that may meet limits: – Common Data Matrix – Data Dictionary and Business Glossary – Data Movement Documentation Tools Build Your Own Data Governance Tools Knowing When it is Time to Acquire Tools
  • 41. 41 41 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Internally Developed tools that most likely will not meet limits: – Operating Model of Roles and Responsibilities – Process Tools (Bubble Flow and RACI Matrices) – Communications Plan Tool – Measurement Rubrics Build Your Own Data Governance Tools Knowing When it is Time to Acquire Tools
  • 42. 42 42 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Look for How Internally Developed Tools Compliment Acquired Tools – Not just acquired tool; but also existing tools in your landscape. – Where are they serving the same function? – Where do they serve separate or complimentary functions? – What is the cost of producing and using the metadata from both? – Can metadata be passed from one tool to the other? – What will it take to training people on using “another” product? Build Your Own Data Governance Tools Integrating DIY Tools with Acquired Tools
  • 43. 43 43 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Focus on how the metadata will improve the effectiveness of: – Data Definition – Data Production – Data Usage Build Your Own Data Governance Tools Integrating DIY Tools with Acquired Tools
  • 44. 44 44 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Consider Total Cost of Ownership (TCO) to add new tools: – Product Cost – Resource Cost – Maintenance/Support Cost – Licenses – Concurrent Users – Licenses – With edit capabilities Build Your Own Data Governance Tools Integrating DIY Tools with Acquired Tools
  • 45. 45 45 Copyright © 2019 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: – Easy to Build Data Governance Tools – Customizing Tools to Address Specific Issues – Internally Developed Tools can Lead to Tool Acquisition – Knowing When it is Time to Acquire Tools – Integrating DIY Tools with Acquired Tools Build Your Own Data Governance Tools Summary
  • 46. 46 46 Copyright © 2019 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/
  • 47. 47 47 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner @TDAN_com #RWDG Real-World Data Governance Contact Information