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1 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Robert S. Seiner 
KIK Consulting & Educational Services, LLC – KIKconsulting.com 
The Data Administration Newsletter, LLC – TDAN.com 
Real-World Data Governance 
Selecting the Right Data Governance Approach 
Monthly Webinar Series Hosted by DATAVERSITY 
Robert S. Seiner – KIK Consulting / TDAN.com 
November 20, 2014 – 2:00 p.m. EST
2 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Real-World Data Governance – Monthly Webinar Series – Third Thursday @ 2pET 
– December 18, 2014 – Big Data Governance: What it is and why it is necessary 
– Register On-Line at DATAVERSITY.net 
Real-World Data Governance 
Upcoming Webinars
3 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Non-Invasive Data Governance: 
The Path of Least Resistance and Greatest Success 
– ISBN 9781935504856 / Technics Publishing – September 1 
• KIKConsulting.com 
New Home of Non-Invasive Data Governance™ 
– Jeremy Seiner (Nephew) Designer – Live June 1 
• Data Governance Winter Conference 
– DATAVERSITY & DEBtech International 
– Ft. Lauderdale, Florida – December 8 & 9 
Real-World Data Governance 
What’s New?
4 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Today’s RWDG webinar is sponsored by 
CA Technologies, makers of ERwin. 
• There are numerous approaches to delivering a Data Governance Program. 
Some people will say that no two programs look the same. Some of the 
approaches are stricter and more by the book – some may consider them to be 
about Command and Control. There are other approaches that focus more on 
formalizing accountability and that take a less invasive approach. 
• Join Bob Seiner for this installment of the Real-World Data Governance 
webinar series as he dissects several approaches to Data Governance and 
provides insight as to what may be the best approach for your organization. 
Selecting the Right Data Governance Approach 
Abstract
5 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• In this session we will discuss: 
– Differences in Data Governance Approaches 
– How to Match Your Data Governance Approach to Your Culture 
– How to Blend Pieces of Different Approaches to Meet Your Objectives 
– How to Set Expectations Aligned with Your Approach 
– How to Evaluate if the Approach has been Successful 
Selecting the Right Data Governance Approach 
Abstract
6 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Definitions 
• Data Governance 
– Data Governance is the Execution and Enforcement of Authority 
Over the Management of Data and Data-Related Resources. 
Robert S. Seiner 
• Data Stewardship 
– Data Stewardship is the Formalization of Accountability 
Over the Management of Data and Data-Related Resources. 
Robert S. Seiner 
Recent Client Definitions of Data Governance 
the use of authority, discipline, and behavior change to ensure 
proper management of information assets. 
the execution and enforcement of authority over the 
protection of data and data-related assets.
7 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Definitions 
• Non-Invasive Data Governance™ 
– The practice of: 
• applying formal accountability & behavior 
• through non-invasive roles & responsibilities 
• to existing and / or new processes 
• to assure that the definition, production & usage of data 
• assures regulatory compliance, security, privacy, protection & quality. 
– Non-Invasive describes how governance is applied to assure 
non-threatening management of valuable data assets. 
– The goal is to be 
» Transparent 
» Supportive 
» Collaborative.
8 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Primary Categories of Data Governance Approaches 
– Philosophy Approaches 
– Directional Approaches 
– Organizational Approaches 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
9 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Philosophy Approaches 
– Non-Invasive Data Governance™ ‒ Formalize Accountability 
– Partnership Model Data Governance – Shared Services 
– Lean / Agile Data Governance – Limited Interference 
– Command and Control Data Governance – The Stick 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
10 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Philosophy Approaches 
– Non-Invasive Data Governance™ ‒ Formalize Accountability 
• The Path of Least Resistance and Greatest Success  
• Identify / Recognize Stewards 
• Everybody is a Data Steward 
• Best Practices – Practical and Doable / At Risk if not achieved 
• Apply Governance to Processes 
• Communications & Awareness the Key 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
11 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Philosophy Approaches 
– Partnership Model Data Governance – Shared Services 
• Focused on Alignment of Business and Technology Partners 
• Operated out of Shared Services 
• Leverage existing knowledge / accountability wherever possible 
• Requires Strong Leadership 
• Requires Time Allocation 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
12 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Philosophy Approaches 
– Lean / Agile Data Governance – Limited Interference 
• Factions at odds with each other 
• Appropriate Requirements 
• Appropriate Documentation 
• Applicable to Sprints and Scrums and Scraps and Squawks and … 
• Agile Data Governance (RWDG 2014 Webinar w/ Scott Ambler) 
• Bridging the Gap (presentation at 2014 Data Governance Winter Conference 2014 & Book #2) 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
13 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Philosophy Approaches 
– Command and Control Data Governance – The Stick 
• You will do this 
• You will make time 
• Strict application to process 
• Tied to performance evaluation 
• Opting In-and-Out 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
14 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Directional Approaches 
– Top Down – Management Directed Data Governance 
– Middle Out – Subject Matter Experts Lead Data Governance 
– Bottom Up – Grass Roots Data Governance 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
15 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Directional Approaches 
– Top Down – Management Directed Data Governance 
• Data Governance Best Practice #1 (RWDG 2014 Webinar) 
• Senior Management Support, Sponsorship and Understanding 
• Executive Level Sponsorship 
• Strategic Level Representation 
• Senior Management must be sold to pursue this 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
16 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Directional Approaches 
– Middle Out – Subject Matter Experts Lead Data Governance 
• Focus on Tactical Responsibilities 
• Data Domain Stewards / Subject Matter Experts / Enterprise Data Stewards 
• Demonstrate Impact and Value 
• Focused on Working Groups 
• Stealth Data Governance 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
17 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Directional Approaches 
– Bottom Up – Grass Roots Data Governance 
• Identify and recognize Operational Data Stewards – first 
• Identify Subject Matter Experts – first 
• Apply Data Governance for Specific Purpose – first 
• Demonstrate Impact and Value – first 
• Prove Governance Worth 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
18 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Organizational Approaches 
– Enterprise Data Governance – Organization-Wide 
– Business Unit Data Governance – Internal Group 
– Information Technology Directed Data Governance – IT-Driven 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
19 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Organizational Approaches 
– Enterprise Data Governance – Organization-Wide 
• EDG Thought to be “The Answer” – So 2010 
• Define “Enterprise” 
• Largest of the Efforts / Most Support Needed 
• Top Down will play a Role 
• Considerations Steer Away from Bottom Up 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
20 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Organizational Approaches 
– Business Unit Data Governance – Internal Group 
• Operational or Functional Area Focus / Enterprise in Mind? 
• Piece (of a Piece) of the Pie 
• Replicate Success 
• Don’t Let Perfection Get in the Way of Good Enough 
• Learn from Lessons Learned 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
21 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Organizational Approaches 
– Information Technology Directed Data Governance 
• IT-Driven but not for IT 
• Some say failure is inevitable – Not true! 
• Alignment & Partnership 
• Leverage Business & IT Knowledge and Accountability 
• Data & System Subject Matter Experts 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
22 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• As You Know … As You Can See in the Footer … As Noted in the Book Title … 
• I am the 
– Advocate 
– Agent 
– Promoter 
– Campaigner 
– Activist 
– Crusader 
– Champion 
of 
The Non-Invasive Data Governance™ Approach. 
Let’s take a quick look! 
Selecting the Right Data Governance Approach 
Approaches to Data Governance
23 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Data Governance is communicated as 
something that is already taking place 
albeit in an informal, inefficient, and 
often ineffective manner. Non-Invasive 
Data Governance™ focuses on 
formalizing existing levels of 
accountability, addressing lapses in 
formal accountability and typically 
costs the time that is put into the effort. 
Data Governance is communicated as 
being expensive, complex, time 
consuming and over-and-above the 
existing work culture of the 
organization. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
24 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Communications Plays an Important Role 
– Not only what we communicate 
– But how we communicate it 
– Setting Appropriate Expectations – Having a Plan 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
25 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Non-Invasive Data Governance™ is 
viewed as being designed to fit the 
culture of the organization and to take 
advantage of exiting levels of 
governance as to not be viewed as 
encroachment. 
Data Governance is viewed as a 
discipline that will add unnecessary 
rigor and bureaucracy to business 
processes thus slowing delivery cycles 
and making data more difficult to 
access and use. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
26 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Fitting the Culture 
– Good ‘Ole Boy Network 
– Ownership by Self-Appointment 
– Data Governance is not optional 
– Agile Influence 
– Should the culture dictate the approach? 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
27 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Non-Invasive Data Governance™ 
expectations are set by assisting 
business areas to recognize and 
articulate what they cannot do because 
the data of the organization will not 
support those activities. 
Data Governance expectations are set 
by the team of individuals responsible 
for the design and implementation of 
the data governance program. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
28 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Articulate Value 
– Business Value 
– Acceptability Value 
– Pro-Active Value 
– Reactive Value 
– What can’t we do because the data is not there to support it? 
– Should articulating value match the approach? 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
29 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Individuals are identified and 
recognized into roles associated with 
their existing relationship to the data – 
as data definers, producers, users, 
subject matter experts and decision 
makers, as a way of stressing their 
importance and impact on data across 
the organization. 
Individuals are assigned new roles as 
part of their involvement in the data 
governance program. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
30 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Determining Data Stewards 
– Roles & Responsibilities Back-Bone of the Approach 
– Seiner’s Rules of Becoming a Data Steward (2014 RWDG webinar) 
– Identify / Recognize vs. Assign Stewards 
– Can you do both? 
– Should roles match the approach you select? 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
31 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Individuals’ job titles do not change 
and there is acknowledgement that the 
vast majority of their responsibilities 
will not change. 
Individuals are given the title of Data 
Steward and their job responsibilities 
are adjusted accordingly. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
32 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Titles Versus Roles 
– Titles are pretty invasive. 
– Roles are associations to data. NIDG is not a “do nothing” approach. 
– How do we get people to accept accountability without titles? 
– How will we identify accountability? 
– How accountability is applied is a core tenet of the approach. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
33 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
More than one data steward (formally 
accountable person) is associated with 
each type of data. The organization 
recognizes that there are numerous 
people with this association to data (i.e. 
multiple users of particular data that all 
must be held formally accountable for 
how they use the data). 
Individuals are assigned as THE data 
steward for specific subject areas of 
data (i.e. a customer data steward, a 
product data steward, finance data 
steward). 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
34 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Multiple Stewards 
– Seiner’s Rules for Becoming a Data Steward 
– The Data Steward – What does that mean? 
– Different types of Data Stewards 
– Multiple definitions for data are an indication of multiple stewards 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
35 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Organizations apply Non-Invasive Data 
Governance™ principles to existing 
work flows and processes by 
formalizing discipline, accountability 
and involvement to these processes. 
Organizations refer to processes as 
“Data Governance processes” giving 
the impression that the processes are 
being carried out because of or as a 
result of the Data Governance program. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
36 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Applying Data Governance 
– Not “Data Governance Process” 
– Pro-Active Data Governance 
– Reactive Data Governance 
– Existing Governance Activities 
• Security 
• Protection 
• Quality 
• Integration 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
37 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
With Non-Invasive Data Governance™: With other approaches to Governance: 
Non-Invasive Data Governance™ can be 
managed out of a business unit or 
Information Technology unit as both 
the business areas and IT hold specific 
knowledge and formal accountability 
relative to governing data as a valued 
enterprise effort. 
Data Governance must reside in a 
business unit and be directed as a 
business effort with limited 
involvement from Information 
Technology. 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
38 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Program Management 
– Program Residence 
• Business 
• Information Technology 
• Shared Services 
– Roles for everybody! 
– Alignment and Partnership 
– Program Residence determines the approach 
Selecting the Right Data Governance Approach 
Differences in Data Governance Approaches
39 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Matching the Approach to Your Culture 
• What is Your Culture? 
• What approach would be … 
– Most-Likely Accepted 
– Most Practical 
– Understood by the organization 
– Cost Effective 
– Do-Able – Likelihood of Success 
• Use this information when reviewing 
the approaches to Data Governance 
– Philosophy Approaches 
– Directional Approaches 
– Organizational Approaches
40 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Revisiting the Primary Categories of Approaches 
– Philosophy Approaches 
– Directional Approaches 
– Organizational Approaches 
Selecting the Right Data Governance Approach 
Blending Different Approaches
41 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Revisiting the Philosophy Approaches – Can these be blended? 
– Non-Invasive Data Governance™ ‒ Formalize Accountability 
– Partnership Model Data Governance – Shared Services 
– Lean / Agile Data Governance – Limited Interference 
– Command and Control Data Governance – The Stick 
Selecting the Right Data Governance Approach 
Blending Different Approaches
42 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Revisiting the Directional Approaches – Can these be blended? 
– Top Down – Management Directed Data Governance 
– Middle Out – Subject Matter Experts Lead Data Governance 
– Bottom Up – Grass Roots Data Governance 
Selecting the Right Data Governance Approach 
Blending Different Approaches
43 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Revisiting the Organizational Approaches – Can these be blended? 
– Enterprise Data Governance – Organization-Wide 
– Business Unit Data Governance – Internal Group 
– Information Technology Directed Data Governance – IT-Driven 
Selecting the Right Data Governance Approach 
Blending Different Approaches
44 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Five Things to Tell Management: 
– We ARE already governing data (but we are doing it informally). 
– We CAN formalize how we govern data by putting structure around what we are 
presently doing. 
– We CAN Improve: 
• How We Manage Data Risk & Secure Data 
• Data Quality & Provide Quality Assurance 
• Coordination & Cooperation Around Data 
• Communications Around Data 
– We DO NOT Have to Spend A Lot of Money. 
In fact … Data Governance only costs the time we put into it. 
– We NEED structure. We should consider a Non-Invasive approach. 
Selecting the Right Data Governance Approach 
Setting Expectations Aligned with Approach
45 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Four Things NOT to Tell Management 
– Do NOT Sell Data Governance as being a Huge Challenge. 
– Emphasize that Data Governance is NOT a Technical Solution. 
– Emphasize again that People Behavior is Governed, NOT Data. 
– Emphasize that Data Governance is an Evolution, NOT a Revolution. 
Selecting the Right Data Governance Approach 
Setting Expectations Aligned with Approach
46 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Evaluating if Approach is Successful 
• Measuring Value of the Approach 
– Business Value 
• Does the business value reflect the approach you take? 
– Acceptability Value 
• Does the acceptability value reflect the approach you take? 
– Metrics and Measurements 
• How do we define metrics and measurement that align with the approach?
47 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Evaluating if Approach is Successful 
• Measuring Value of the Approach 
– Business Value 
• Productivity Gain 
• Value from Enabling Data – Things you couldn’t do before that you can do now 
• Cost Reduction / Operational Efficiency 
• Issues Resolved / Value of Issues Resolved 
• Issues Prevented / Risks Averted
48 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Evaluating if Approach is Successful 
• Measuring Value of the Approach 
– Acceptability Value 
• Stewards Identified 
• Business Units Engaged 
• Staff Educated / Refreshed 
• KPI Data Governed 
• Policies / SLA Confirmed
49 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Selecting the Right Data Governance Approach 
Evaluating if Approach is Successful 
• Measuring Value of the Approach 
– Metrics and Measurements 
• Are we measuring the appropriate things? 
• To whom do the measures matter? 
• Are metrics aligned with the approach?
50 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• In this session we discussed: 
– Differences in Data Governance Approaches 
– How to Match Your Data Governance Approach to Your Culture 
– How to Blend Pieces of Different Approaches to Meet Your Objectives 
– How to Set Expectations Aligned with Your Approach 
– How to Evaluate if the Approach has been Successful 
– Thank you again to our Sponsor – CA Technologies, makers of ERwin. 
Selecting the Right Data Governance Approach 
Summary
51 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
• Real-World Data Governance – Monthly Webinar Series – Third Thursday @ 2pm 
– December 18, 2014 – Big Data Governance: What it is and why it is necessary 
– Register On-Line at DATAVERSITY.net 
Real-World Data Governance 
Upcoming Webinars
52 
Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com 
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting 
Twitter at #RWDG 
Contact 
Information 
• Robert S. Seiner 
KIK Consulting & Educational Services, LLC – KIKconsulting.com 
The Data Administration Newsletter, LLC – TDAN.com 
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 
412.220.9643, 412.220.9644 (Fax) 
rseiner@kikconsulting.com 
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Real-World Data Governance: Selecting the Right Data Governance Approach

  • 1. 1 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Robert S. Seiner KIK Consulting & Educational Services, LLC – KIKconsulting.com The Data Administration Newsletter, LLC – TDAN.com Real-World Data Governance Selecting the Right Data Governance Approach Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com November 20, 2014 – 2:00 p.m. EST
  • 2. 2 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Real-World Data Governance – Monthly Webinar Series – Third Thursday @ 2pET – December 18, 2014 – Big Data Governance: What it is and why it is necessary – Register On-Line at DATAVERSITY.net Real-World Data Governance Upcoming Webinars
  • 3. 3 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success – ISBN 9781935504856 / Technics Publishing – September 1 • KIKConsulting.com New Home of Non-Invasive Data Governance™ – Jeremy Seiner (Nephew) Designer – Live June 1 • Data Governance Winter Conference – DATAVERSITY & DEBtech International – Ft. Lauderdale, Florida – December 8 & 9 Real-World Data Governance What’s New?
  • 4. 4 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Today’s RWDG webinar is sponsored by CA Technologies, makers of ERwin. • There are numerous approaches to delivering a Data Governance Program. Some people will say that no two programs look the same. Some of the approaches are stricter and more by the book – some may consider them to be about Command and Control. There are other approaches that focus more on formalizing accountability and that take a less invasive approach. • Join Bob Seiner for this installment of the Real-World Data Governance webinar series as he dissects several approaches to Data Governance and provides insight as to what may be the best approach for your organization. Selecting the Right Data Governance Approach Abstract
  • 5. 5 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • In this session we will discuss: – Differences in Data Governance Approaches – How to Match Your Data Governance Approach to Your Culture – How to Blend Pieces of Different Approaches to Meet Your Objectives – How to Set Expectations Aligned with Your Approach – How to Evaluate if the Approach has been Successful Selecting the Right Data Governance Approach Abstract
  • 6. 6 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Definitions • Data Governance – Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources. Robert S. Seiner • Data Stewardship – Data Stewardship is the Formalization of Accountability Over the Management of Data and Data-Related Resources. Robert S. Seiner Recent Client Definitions of Data Governance the use of authority, discipline, and behavior change to ensure proper management of information assets. the execution and enforcement of authority over the protection of data and data-related assets.
  • 7. 7 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Definitions • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through non-invasive roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • assures regulatory compliance, security, privacy, protection & quality. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be » Transparent » Supportive » Collaborative.
  • 8. 8 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Primary Categories of Data Governance Approaches – Philosophy Approaches – Directional Approaches – Organizational Approaches Selecting the Right Data Governance Approach Approaches to Data Governance
  • 9. 9 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Philosophy Approaches – Non-Invasive Data Governance™ ‒ Formalize Accountability – Partnership Model Data Governance – Shared Services – Lean / Agile Data Governance – Limited Interference – Command and Control Data Governance – The Stick Selecting the Right Data Governance Approach Approaches to Data Governance
  • 10. 10 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Philosophy Approaches – Non-Invasive Data Governance™ ‒ Formalize Accountability • The Path of Least Resistance and Greatest Success  • Identify / Recognize Stewards • Everybody is a Data Steward • Best Practices – Practical and Doable / At Risk if not achieved • Apply Governance to Processes • Communications & Awareness the Key Selecting the Right Data Governance Approach Approaches to Data Governance
  • 11. 11 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Philosophy Approaches – Partnership Model Data Governance – Shared Services • Focused on Alignment of Business and Technology Partners • Operated out of Shared Services • Leverage existing knowledge / accountability wherever possible • Requires Strong Leadership • Requires Time Allocation Selecting the Right Data Governance Approach Approaches to Data Governance
  • 12. 12 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Philosophy Approaches – Lean / Agile Data Governance – Limited Interference • Factions at odds with each other • Appropriate Requirements • Appropriate Documentation • Applicable to Sprints and Scrums and Scraps and Squawks and … • Agile Data Governance (RWDG 2014 Webinar w/ Scott Ambler) • Bridging the Gap (presentation at 2014 Data Governance Winter Conference 2014 & Book #2) Selecting the Right Data Governance Approach Approaches to Data Governance
  • 13. 13 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Philosophy Approaches – Command and Control Data Governance – The Stick • You will do this • You will make time • Strict application to process • Tied to performance evaluation • Opting In-and-Out Selecting the Right Data Governance Approach Approaches to Data Governance
  • 14. 14 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Directional Approaches – Top Down – Management Directed Data Governance – Middle Out – Subject Matter Experts Lead Data Governance – Bottom Up – Grass Roots Data Governance Selecting the Right Data Governance Approach Approaches to Data Governance
  • 15. 15 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Directional Approaches – Top Down – Management Directed Data Governance • Data Governance Best Practice #1 (RWDG 2014 Webinar) • Senior Management Support, Sponsorship and Understanding • Executive Level Sponsorship • Strategic Level Representation • Senior Management must be sold to pursue this Selecting the Right Data Governance Approach Approaches to Data Governance
  • 16. 16 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Directional Approaches – Middle Out – Subject Matter Experts Lead Data Governance • Focus on Tactical Responsibilities • Data Domain Stewards / Subject Matter Experts / Enterprise Data Stewards • Demonstrate Impact and Value • Focused on Working Groups • Stealth Data Governance Selecting the Right Data Governance Approach Approaches to Data Governance
  • 17. 17 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Directional Approaches – Bottom Up – Grass Roots Data Governance • Identify and recognize Operational Data Stewards – first • Identify Subject Matter Experts – first • Apply Data Governance for Specific Purpose – first • Demonstrate Impact and Value – first • Prove Governance Worth Selecting the Right Data Governance Approach Approaches to Data Governance
  • 18. 18 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Organizational Approaches – Enterprise Data Governance – Organization-Wide – Business Unit Data Governance – Internal Group – Information Technology Directed Data Governance – IT-Driven Selecting the Right Data Governance Approach Approaches to Data Governance
  • 19. 19 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Organizational Approaches – Enterprise Data Governance – Organization-Wide • EDG Thought to be “The Answer” – So 2010 • Define “Enterprise” • Largest of the Efforts / Most Support Needed • Top Down will play a Role • Considerations Steer Away from Bottom Up Selecting the Right Data Governance Approach Approaches to Data Governance
  • 20. 20 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Organizational Approaches – Business Unit Data Governance – Internal Group • Operational or Functional Area Focus / Enterprise in Mind? • Piece (of a Piece) of the Pie • Replicate Success • Don’t Let Perfection Get in the Way of Good Enough • Learn from Lessons Learned Selecting the Right Data Governance Approach Approaches to Data Governance
  • 21. 21 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Organizational Approaches – Information Technology Directed Data Governance • IT-Driven but not for IT • Some say failure is inevitable – Not true! • Alignment & Partnership • Leverage Business & IT Knowledge and Accountability • Data & System Subject Matter Experts Selecting the Right Data Governance Approach Approaches to Data Governance
  • 22. 22 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • As You Know … As You Can See in the Footer … As Noted in the Book Title … • I am the – Advocate – Agent – Promoter – Campaigner – Activist – Crusader – Champion of The Non-Invasive Data Governance™ Approach. Let’s take a quick look! Selecting the Right Data Governance Approach Approaches to Data Governance
  • 23. 23 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Data Governance is communicated as something that is already taking place albeit in an informal, inefficient, and often ineffective manner. Non-Invasive Data Governance™ focuses on formalizing existing levels of accountability, addressing lapses in formal accountability and typically costs the time that is put into the effort. Data Governance is communicated as being expensive, complex, time consuming and over-and-above the existing work culture of the organization. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 24. 24 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Communications Plays an Important Role – Not only what we communicate – But how we communicate it – Setting Appropriate Expectations – Having a Plan Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 25. 25 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Non-Invasive Data Governance™ is viewed as being designed to fit the culture of the organization and to take advantage of exiting levels of governance as to not be viewed as encroachment. Data Governance is viewed as a discipline that will add unnecessary rigor and bureaucracy to business processes thus slowing delivery cycles and making data more difficult to access and use. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 26. 26 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Fitting the Culture – Good ‘Ole Boy Network – Ownership by Self-Appointment – Data Governance is not optional – Agile Influence – Should the culture dictate the approach? Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 27. 27 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Non-Invasive Data Governance™ expectations are set by assisting business areas to recognize and articulate what they cannot do because the data of the organization will not support those activities. Data Governance expectations are set by the team of individuals responsible for the design and implementation of the data governance program. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 28. 28 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Articulate Value – Business Value – Acceptability Value – Pro-Active Value – Reactive Value – What can’t we do because the data is not there to support it? – Should articulating value match the approach? Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 29. 29 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Individuals are identified and recognized into roles associated with their existing relationship to the data – as data definers, producers, users, subject matter experts and decision makers, as a way of stressing their importance and impact on data across the organization. Individuals are assigned new roles as part of their involvement in the data governance program. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 30. 30 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Determining Data Stewards – Roles & Responsibilities Back-Bone of the Approach – Seiner’s Rules of Becoming a Data Steward (2014 RWDG webinar) – Identify / Recognize vs. Assign Stewards – Can you do both? – Should roles match the approach you select? Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 31. 31 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Individuals’ job titles do not change and there is acknowledgement that the vast majority of their responsibilities will not change. Individuals are given the title of Data Steward and their job responsibilities are adjusted accordingly. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 32. 32 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Titles Versus Roles – Titles are pretty invasive. – Roles are associations to data. NIDG is not a “do nothing” approach. – How do we get people to accept accountability without titles? – How will we identify accountability? – How accountability is applied is a core tenet of the approach. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 33. 33 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: More than one data steward (formally accountable person) is associated with each type of data. The organization recognizes that there are numerous people with this association to data (i.e. multiple users of particular data that all must be held formally accountable for how they use the data). Individuals are assigned as THE data steward for specific subject areas of data (i.e. a customer data steward, a product data steward, finance data steward). Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 34. 34 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Multiple Stewards – Seiner’s Rules for Becoming a Data Steward – The Data Steward – What does that mean? – Different types of Data Stewards – Multiple definitions for data are an indication of multiple stewards Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 35. 35 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Organizations apply Non-Invasive Data Governance™ principles to existing work flows and processes by formalizing discipline, accountability and involvement to these processes. Organizations refer to processes as “Data Governance processes” giving the impression that the processes are being carried out because of or as a result of the Data Governance program. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 36. 36 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Applying Data Governance – Not “Data Governance Process” – Pro-Active Data Governance – Reactive Data Governance – Existing Governance Activities • Security • Protection • Quality • Integration Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 37. 37 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG With Non-Invasive Data Governance™: With other approaches to Governance: Non-Invasive Data Governance™ can be managed out of a business unit or Information Technology unit as both the business areas and IT hold specific knowledge and formal accountability relative to governing data as a valued enterprise effort. Data Governance must reside in a business unit and be directed as a business effort with limited involvement from Information Technology. Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 38. 38 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Program Management – Program Residence • Business • Information Technology • Shared Services – Roles for everybody! – Alignment and Partnership – Program Residence determines the approach Selecting the Right Data Governance Approach Differences in Data Governance Approaches
  • 39. 39 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Matching the Approach to Your Culture • What is Your Culture? • What approach would be … – Most-Likely Accepted – Most Practical – Understood by the organization – Cost Effective – Do-Able – Likelihood of Success • Use this information when reviewing the approaches to Data Governance – Philosophy Approaches – Directional Approaches – Organizational Approaches
  • 40. 40 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Revisiting the Primary Categories of Approaches – Philosophy Approaches – Directional Approaches – Organizational Approaches Selecting the Right Data Governance Approach Blending Different Approaches
  • 41. 41 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Revisiting the Philosophy Approaches – Can these be blended? – Non-Invasive Data Governance™ ‒ Formalize Accountability – Partnership Model Data Governance – Shared Services – Lean / Agile Data Governance – Limited Interference – Command and Control Data Governance – The Stick Selecting the Right Data Governance Approach Blending Different Approaches
  • 42. 42 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Revisiting the Directional Approaches – Can these be blended? – Top Down – Management Directed Data Governance – Middle Out – Subject Matter Experts Lead Data Governance – Bottom Up – Grass Roots Data Governance Selecting the Right Data Governance Approach Blending Different Approaches
  • 43. 43 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Revisiting the Organizational Approaches – Can these be blended? – Enterprise Data Governance – Organization-Wide – Business Unit Data Governance – Internal Group – Information Technology Directed Data Governance – IT-Driven Selecting the Right Data Governance Approach Blending Different Approaches
  • 44. 44 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Five Things to Tell Management: – We ARE already governing data (but we are doing it informally). – We CAN formalize how we govern data by putting structure around what we are presently doing. – We CAN Improve: • How We Manage Data Risk & Secure Data • Data Quality & Provide Quality Assurance • Coordination & Cooperation Around Data • Communications Around Data – We DO NOT Have to Spend A Lot of Money. In fact … Data Governance only costs the time we put into it. – We NEED structure. We should consider a Non-Invasive approach. Selecting the Right Data Governance Approach Setting Expectations Aligned with Approach
  • 45. 45 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Four Things NOT to Tell Management – Do NOT Sell Data Governance as being a Huge Challenge. – Emphasize that Data Governance is NOT a Technical Solution. – Emphasize again that People Behavior is Governed, NOT Data. – Emphasize that Data Governance is an Evolution, NOT a Revolution. Selecting the Right Data Governance Approach Setting Expectations Aligned with Approach
  • 46. 46 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Evaluating if Approach is Successful • Measuring Value of the Approach – Business Value • Does the business value reflect the approach you take? – Acceptability Value • Does the acceptability value reflect the approach you take? – Metrics and Measurements • How do we define metrics and measurement that align with the approach?
  • 47. 47 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Evaluating if Approach is Successful • Measuring Value of the Approach – Business Value • Productivity Gain • Value from Enabling Data – Things you couldn’t do before that you can do now • Cost Reduction / Operational Efficiency • Issues Resolved / Value of Issues Resolved • Issues Prevented / Risks Averted
  • 48. 48 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Evaluating if Approach is Successful • Measuring Value of the Approach – Acceptability Value • Stewards Identified • Business Units Engaged • Staff Educated / Refreshed • KPI Data Governed • Policies / SLA Confirmed
  • 49. 49 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Selecting the Right Data Governance Approach Evaluating if Approach is Successful • Measuring Value of the Approach – Metrics and Measurements • Are we measuring the appropriate things? • To whom do the measures matter? • Are metrics aligned with the approach?
  • 50. 50 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • In this session we discussed: – Differences in Data Governance Approaches – How to Match Your Data Governance Approach to Your Culture – How to Blend Pieces of Different Approaches to Meet Your Objectives – How to Set Expectations Aligned with Your Approach – How to Evaluate if the Approach has been Successful – Thank you again to our Sponsor – CA Technologies, makers of ERwin. Selecting the Right Data Governance Approach Summary
  • 51. 51 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG • Real-World Data Governance – Monthly Webinar Series – Third Thursday @ 2pm – December 18, 2014 – Big Data Governance: What it is and why it is necessary – Register On-Line at DATAVERSITY.net Real-World Data Governance Upcoming Webinars
  • 52. 52 Copyright © 2014 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter at #RWDG Contact Information • Robert S. Seiner KIK Consulting & Educational Services, LLC – KIKconsulting.com The Data Administration Newsletter, LLC – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com