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Dataversity
EDW Webinar Series
December 16, 2014
2 pm EST / 11 pm PST
Data Governance:
The Four Critical Success Factors
Presented by
Joy Medved, SSBB, IQCP, ADKAR
Paradata Consulting, LLC
San Diego, CA USA
@ParaDataGeek
About Your Speaker
• Joy L. Medved, SSBB, IQCP, ADKAR
– Specializing in the development and implementation
of data programs and strategies
– Providing coaching, consulting, training and speaking
services to businesses and organizations in a wide
range of industries internationally since 1993
– Areas of expertise include:
• Metadata
• Data Quality
• Data Governance
• Change Management
• Process Reengineering
– Self-proclaimed “Data Geek” and
“Recovering Perfectionist”
– Lives in San Diego, California, USA
– Also, enjoys long distance motorcycle
touring and competition
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Today’s Agenda
• What Do We Mean by “Data Governance”?
• Common Barriers to Building & Sustaining Data Governance
• The Four Critical Data Governance Success Factors
• Key Elements for Successful Data Governance
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
What Do We Mean by “Data Governance”?
It is the exercise of authority,
control, and shared decision-making
(planning, monitoring, and enforcement)
over the management of data assets.
In other words…
It is the process of
setting, controlling,
administering, and monitoring
conformance with policy.
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
What Do We Mean by “Data Governance”?
It is a system of decision rights
and accountabilities for
information-related processes,
executed according to agreed-upon models
which describe who can take what actions
with what information, and when,
under what circumstances,
using what methods.
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Then, What is Data Management?
It is an administrative process by which the
required data is acquired, validated, stored,
protected, and processed, and by which
its accessibility, reliability, and timeliness
is ensured to satisfy the needs
of the data users.
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
What is a Project?
“A project refers specially to any short-term
and or temporary task engagement or endeavour in
which a particular and unique result, often in the
form of a specific product and or service is
generated or created.”
PMI PMBOK, 4th Edition
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
What is a Program?
Plan
DoCheck
Act
“A series, listing, or group of those similarly
structured and or otherwise interrelated projects
that when the decision is made to coordinate the
management of them all in a coordinated way will
garner benefits and improved ability to maintain
control as opposed to if the management of each of
these took place on a project by project basis.”
PMI PMBOK 4th Edition
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Business As Usual (BAU)
The normal execution of standard functional
operations within an organisation, particularly in
contrast to a project or program which would
introduce change.
(although that change may itself become business as usual)
Origin unknown
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Example of a Data Governance Framework
Common Barriers to
Building & Sustaining
Data Governance
Why Do Many DG Strategies Struggle?
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Common Barriers to Successful
Data Governance
#1 Lack of
Focus
Common
Barriers
Lack of Charter,
Mission, Vision
Lack of
Communication
PlanLack of
Defined Roles
Lack of
Change
Management
Plan
Lack of Identified
Priorities
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Lack of Policies
Procedures &
Processes
Barrier #1: Lack of Focus Examples
“Most people don’t really
understand what the Data
Governance Office does or
why we have one.”
“We tried to get everyone to
document their metadata and share
it, but without standardized policies
and procedures, no one knows
what to do.”
“Priorities change from day-to-
day; we never know what project
we will be working on next.”
“No one knows who should
be working on that data stuff,
so no one does unless there
is a special request.”
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Common Barriers to Successful
Data Governance
#2 Lack of
Understanding
#1 Lack of
Focus
Common
Barriers
Lack of Charter,
Mission, Vision
Lack of
Communication
PlanLack of
Defined Roles
Lack of
Change
Management
Plan
Not Part of
Company Culture
Lack of Metrics &
Measures
Lack of
Training
Don’t Get “Data
as a Strategic
Asset”
Lack of Identified
Priorities
Lack of
Communication
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Lack of Policies
Procedures &
Processes
Lack of
Day-to-Day
Integration
“Many terms are used many different
ways here. We have different
definitions, lots of inconsistency and
lots of confusion.”
“People don’t understand how
processes of cross-functional areas
affect each other because no one
communicates. All of our business
units are siloed.”
“No one knows exactly what level of
data quality we have, because we
don’t have any metrics in place. We
just assume the data is good.”
“We don’t need to know about
data quality because we don’t
use data. That’s what IT is for.”
Barrier #2: Lack of Understanding Examples
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Common Barriers to Successful
Data Governance
#2 Lack of
Understanding
#1 Lack of
Focus
Common
Barriers
#3 Lack of
Support
People &
Politics
Not Seen as
“BAU”
Not Seen as
“Horizontal”
Lack of Charter,
Mission, Vision
Lack of
Communication
PlanLack of
Defined Roles
Lack of
Change
Management
Plan
Not Part of
Company Culture
Lack of Metrics &
Measures
Lack of
Training
Don’t Get “Data
as a Strategic
Asset”
Lack of Identified
Priorities
Lack of
Communication
Not a
Priority
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Lack of Policies
Procedures &
Processes
Lack of
Day-to-Day
Integration
Lack of Executive
& Stakeholder
Support
Lack of
Compliance
Enforcement
Barrier #3: Lack of Support Examples
“Some executives are
on board, but most
projects still lack
governance.”
“Some stakeholders
see the importance
of data quality, but
don’t have the time
or authority to make
sure it happens.”
“Leadership work in
silos; cross-functional
needs aren’t given any
consideration.”
“We can’t / don’t feel comfortable
telling other managers how to run
their groups.”
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Common Barriers to Successful
Data Governance
#2 Lack of
Understanding
#1 Lack of
Focus
Common
Barriers
#3 Lack of
Support
#4 Lack of
Resources
People &
Politics
Lack of Executive
& Stakeholder
Support
Not Seen as
“BAU”
Lack of
Funding
Lack of
Technology
Not Built into
Projects or
Programs
Not Seen as
“Horizontal”
Lack of Policies
Procedures &
Processes
Lack of
Time
Lack of Skills &
Experience
Lack of Charter,
Mission, Vision
Lack of
People
Lack of
Communication
PlanLack of
Defined Roles
Lack of
Change
Management
Plan
Not Part of
Company Culture
Lack of Metrics &
Measures
Lack of
Training
Don’t Get “Data
as a Strategic
Asset”
Lack of Identified
Priorities
Lack of
Communication
Not a
Priority
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Lack of
Day-to-Day
Integration
Lack of
Compliance
Enforcement
Barrier #4: Lack of Resources Examples
“Data governance isn’t build into
our SDLC process, so we don’t
build funding or resources into
our project plans.”
“Lack of end-to-end process
documentation (ex: when data
can be created, changed, or
deleted, and by whom.”
“The people being hired don’t
really know how to analyze
data or run the data tools we
have purchased. We really
don’t know if the reports they
are running are correct.”
“Lots of time wasted trying to track
down metadata resources that end
up not existing.”
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Are the Barriers Symptoms or Causes?
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Root Causes Must Be Identified
Before You Can Fight Them
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
The
Four Critical
Data Governance
Success Factors
Common Barriers to Successful
Data Governance
#2 Lack of
Understanding
#1 Lack of
Focus
Common
Barriers
#3 Lack of
Support
#4 Lack of
Resources
People &
Politics
Lack of Executive
& Stakeholder
Support
Not Seen as
“BAU”
Lack of
Funding
Lack of
Technology
Not Built into
Projects or
Programs
Not Seen as
“Horizontal”
Lack of Policies
Procedures &
Processes
Lack of
Time
Lack of Skills &
Experience
Lack of Charter,
Mission, Vision
Lack of
People
Lack of
Communication
PlanLack of
Defined Roles
Lack of
Change
Management
Plan
Not Part of
Company Culture
Lack of Metrics &
Measures
Lack of
Training
Don’t Get “Data
as a Strategic
Asset”
Lack of Identified
Priorities
Lack of
Communication
Not a
Priority
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Lack of
Day-to-Day
Integration
Lack of
Compliance
Enforcement
The Four Critical Success Factors to
Build & Sustain Data Governance
1.
Focused
Strategy & Plan
2.
Company
Understanding
3.
Full
Top-Down Support
4.
Ongoing
Funding & Resources
All Are
Required for
Success
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
The Four Critical Success Factors to
Build & Sustain Data Governance
#2 Company
Understanding
#1 Focused
Strategy & Plan
Success
Factors
#3 Full
Top-Down Support
#4 Ongoing
Funding & Resources
Engaged Council
& Committee
Full Executive &
Stakeholder
Support
Seen as
“BAU”
Ongoing
Funding
Automation &
Other
Technology
Built into
Projects &
Programs
Seen as
“Horizontal”
Policies
Procedures &
Processes
Dedicated
Time
Skills &
Experience
Charter, Mission,
& Vision
Dedicated
People
Compliance
Enforcement
Capabilities
Communication
Plan
Defined Roles &
Responsibilities
Change
Management
Plan
Day-to-day
Integration
Part of
Company Culture
Metrics &
Measures
Required
Training
Data is a
Strategic Asset
Identified &
Articulated Priorities
Regular
Communication
Always a
Priority
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Key Elements
for Successful
Data Governance
Key Elements for Data Governance Success
Full Top-Down Executive & Stakeholder Support
Focused Charter with Clear Mission & Vision
Identified & Articulated Priorities
Defined Policies, Procedures & Processes
Defined Stewardship, Roles & Responsibilities
Engaged Governance & Stewardship Committee
Dedicated & Ongoing Funding, Technology & Staff
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Key Elements for Data Governance Success
Defined Communication Plan
Defined Change Management & Training Plans
Required Priority in all Projects & Programs
Defined Metrics, Monitoring & Reporting
Supported Compliance Enforcement
Part of Company Culture & Seen as BAU
Data Accepted Company-wide as a Strategic Asset
© Joy Medved; Paradata Consulting, LLC; www.paradata.us
Questions?
Data Governance:
The Four Critical Success Factors
Presented by
Joy Medved, SSBB, IQCP, ADKAR
Paradata Consulting, LLC
@ParaDataGeek
joy@paradata.us

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Data Governance Success Factors

  • 1. Dataversity EDW Webinar Series December 16, 2014 2 pm EST / 11 pm PST Data Governance: The Four Critical Success Factors Presented by Joy Medved, SSBB, IQCP, ADKAR Paradata Consulting, LLC San Diego, CA USA @ParaDataGeek
  • 2. About Your Speaker • Joy L. Medved, SSBB, IQCP, ADKAR – Specializing in the development and implementation of data programs and strategies – Providing coaching, consulting, training and speaking services to businesses and organizations in a wide range of industries internationally since 1993 – Areas of expertise include: • Metadata • Data Quality • Data Governance • Change Management • Process Reengineering – Self-proclaimed “Data Geek” and “Recovering Perfectionist” – Lives in San Diego, California, USA – Also, enjoys long distance motorcycle touring and competition © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 3. Today’s Agenda • What Do We Mean by “Data Governance”? • Common Barriers to Building & Sustaining Data Governance • The Four Critical Data Governance Success Factors • Key Elements for Successful Data Governance © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 4. What Do We Mean by “Data Governance”? It is the exercise of authority, control, and shared decision-making (planning, monitoring, and enforcement) over the management of data assets. In other words… It is the process of setting, controlling, administering, and monitoring conformance with policy. © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 5. What Do We Mean by “Data Governance”? It is a system of decision rights and accountabilities for information-related processes, executed according to agreed-upon models which describe who can take what actions with what information, and when, under what circumstances, using what methods. © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 6. Then, What is Data Management? It is an administrative process by which the required data is acquired, validated, stored, protected, and processed, and by which its accessibility, reliability, and timeliness is ensured to satisfy the needs of the data users. © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 7. What is a Project? “A project refers specially to any short-term and or temporary task engagement or endeavour in which a particular and unique result, often in the form of a specific product and or service is generated or created.” PMI PMBOK, 4th Edition © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 8. What is a Program? Plan DoCheck Act “A series, listing, or group of those similarly structured and or otherwise interrelated projects that when the decision is made to coordinate the management of them all in a coordinated way will garner benefits and improved ability to maintain control as opposed to if the management of each of these took place on a project by project basis.” PMI PMBOK 4th Edition © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 9. Business As Usual (BAU) The normal execution of standard functional operations within an organisation, particularly in contrast to a project or program which would introduce change. (although that change may itself become business as usual) Origin unknown © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 10. Example of a Data Governance Framework
  • 11. Common Barriers to Building & Sustaining Data Governance
  • 12. Why Do Many DG Strategies Struggle? © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 13. Common Barriers to Successful Data Governance #1 Lack of Focus Common Barriers Lack of Charter, Mission, Vision Lack of Communication PlanLack of Defined Roles Lack of Change Management Plan Lack of Identified Priorities © Joy Medved; Paradata Consulting, LLC; www.paradata.us Lack of Policies Procedures & Processes
  • 14. Barrier #1: Lack of Focus Examples “Most people don’t really understand what the Data Governance Office does or why we have one.” “We tried to get everyone to document their metadata and share it, but without standardized policies and procedures, no one knows what to do.” “Priorities change from day-to- day; we never know what project we will be working on next.” “No one knows who should be working on that data stuff, so no one does unless there is a special request.” © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 15. Common Barriers to Successful Data Governance #2 Lack of Understanding #1 Lack of Focus Common Barriers Lack of Charter, Mission, Vision Lack of Communication PlanLack of Defined Roles Lack of Change Management Plan Not Part of Company Culture Lack of Metrics & Measures Lack of Training Don’t Get “Data as a Strategic Asset” Lack of Identified Priorities Lack of Communication © Joy Medved; Paradata Consulting, LLC; www.paradata.us Lack of Policies Procedures & Processes Lack of Day-to-Day Integration
  • 16. “Many terms are used many different ways here. We have different definitions, lots of inconsistency and lots of confusion.” “People don’t understand how processes of cross-functional areas affect each other because no one communicates. All of our business units are siloed.” “No one knows exactly what level of data quality we have, because we don’t have any metrics in place. We just assume the data is good.” “We don’t need to know about data quality because we don’t use data. That’s what IT is for.” Barrier #2: Lack of Understanding Examples © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 17. Common Barriers to Successful Data Governance #2 Lack of Understanding #1 Lack of Focus Common Barriers #3 Lack of Support People & Politics Not Seen as “BAU” Not Seen as “Horizontal” Lack of Charter, Mission, Vision Lack of Communication PlanLack of Defined Roles Lack of Change Management Plan Not Part of Company Culture Lack of Metrics & Measures Lack of Training Don’t Get “Data as a Strategic Asset” Lack of Identified Priorities Lack of Communication Not a Priority © Joy Medved; Paradata Consulting, LLC; www.paradata.us Lack of Policies Procedures & Processes Lack of Day-to-Day Integration Lack of Executive & Stakeholder Support Lack of Compliance Enforcement
  • 18. Barrier #3: Lack of Support Examples “Some executives are on board, but most projects still lack governance.” “Some stakeholders see the importance of data quality, but don’t have the time or authority to make sure it happens.” “Leadership work in silos; cross-functional needs aren’t given any consideration.” “We can’t / don’t feel comfortable telling other managers how to run their groups.” © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 19. Common Barriers to Successful Data Governance #2 Lack of Understanding #1 Lack of Focus Common Barriers #3 Lack of Support #4 Lack of Resources People & Politics Lack of Executive & Stakeholder Support Not Seen as “BAU” Lack of Funding Lack of Technology Not Built into Projects or Programs Not Seen as “Horizontal” Lack of Policies Procedures & Processes Lack of Time Lack of Skills & Experience Lack of Charter, Mission, Vision Lack of People Lack of Communication PlanLack of Defined Roles Lack of Change Management Plan Not Part of Company Culture Lack of Metrics & Measures Lack of Training Don’t Get “Data as a Strategic Asset” Lack of Identified Priorities Lack of Communication Not a Priority © Joy Medved; Paradata Consulting, LLC; www.paradata.us Lack of Day-to-Day Integration Lack of Compliance Enforcement
  • 20. Barrier #4: Lack of Resources Examples “Data governance isn’t build into our SDLC process, so we don’t build funding or resources into our project plans.” “Lack of end-to-end process documentation (ex: when data can be created, changed, or deleted, and by whom.” “The people being hired don’t really know how to analyze data or run the data tools we have purchased. We really don’t know if the reports they are running are correct.” “Lots of time wasted trying to track down metadata resources that end up not existing.” © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 21. Are the Barriers Symptoms or Causes? © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 22. Root Causes Must Be Identified Before You Can Fight Them © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 24. Common Barriers to Successful Data Governance #2 Lack of Understanding #1 Lack of Focus Common Barriers #3 Lack of Support #4 Lack of Resources People & Politics Lack of Executive & Stakeholder Support Not Seen as “BAU” Lack of Funding Lack of Technology Not Built into Projects or Programs Not Seen as “Horizontal” Lack of Policies Procedures & Processes Lack of Time Lack of Skills & Experience Lack of Charter, Mission, Vision Lack of People Lack of Communication PlanLack of Defined Roles Lack of Change Management Plan Not Part of Company Culture Lack of Metrics & Measures Lack of Training Don’t Get “Data as a Strategic Asset” Lack of Identified Priorities Lack of Communication Not a Priority © Joy Medved; Paradata Consulting, LLC; www.paradata.us Lack of Day-to-Day Integration Lack of Compliance Enforcement
  • 25. The Four Critical Success Factors to Build & Sustain Data Governance 1. Focused Strategy & Plan 2. Company Understanding 3. Full Top-Down Support 4. Ongoing Funding & Resources All Are Required for Success © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 26. The Four Critical Success Factors to Build & Sustain Data Governance #2 Company Understanding #1 Focused Strategy & Plan Success Factors #3 Full Top-Down Support #4 Ongoing Funding & Resources Engaged Council & Committee Full Executive & Stakeholder Support Seen as “BAU” Ongoing Funding Automation & Other Technology Built into Projects & Programs Seen as “Horizontal” Policies Procedures & Processes Dedicated Time Skills & Experience Charter, Mission, & Vision Dedicated People Compliance Enforcement Capabilities Communication Plan Defined Roles & Responsibilities Change Management Plan Day-to-day Integration Part of Company Culture Metrics & Measures Required Training Data is a Strategic Asset Identified & Articulated Priorities Regular Communication Always a Priority © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 28. Key Elements for Data Governance Success Full Top-Down Executive & Stakeholder Support Focused Charter with Clear Mission & Vision Identified & Articulated Priorities Defined Policies, Procedures & Processes Defined Stewardship, Roles & Responsibilities Engaged Governance & Stewardship Committee Dedicated & Ongoing Funding, Technology & Staff © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 29. Key Elements for Data Governance Success Defined Communication Plan Defined Change Management & Training Plans Required Priority in all Projects & Programs Defined Metrics, Monitoring & Reporting Supported Compliance Enforcement Part of Company Culture & Seen as BAU Data Accepted Company-wide as a Strategic Asset © Joy Medved; Paradata Consulting, LLC; www.paradata.us
  • 30. Questions? Data Governance: The Four Critical Success Factors Presented by Joy Medved, SSBB, IQCP, ADKAR Paradata Consulting, LLC @ParaDataGeek joy@paradata.us