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Getting started
with Data
Governance
Agenda
 Why organisations need data governance
 Steps to get started with data governance
 Dealing with objections
 Some handy resources
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 2
Why organisations
need data governance
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 3
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 4
Complexity is a defining
feature of the digital era,
& we are not adjusting our
governance structures to
Kent Aiken, Prime Minister’s Fellow,
Public Policy Forum Canada, 2017
To protect our
data, we need
to understand
it.
2021
Getting Started with Data Governance | Kate Carruthers | UNSW
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 6
https://www.accenture.com/us-en/blogs/blogs-new-data-ethics-guidelines-organizations-
digital-trust
Why data governance is important
 Working out what data assets to protect
 Allocating scarce cyber dollars
 Ensuring that data is used properly
 Complying with increasing regulatory requirements
 Improving data security via information security and cyber security
 Creating and enforcing data distribution policies
 Creating the basis for effective data & analytics operations
 Identifying your crown jewels for protection
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 7
Steps to get started with data
governance
1. Build mental maps for people - most people can’t imagine what data
governance means or how to enact it
2. Pick a definition & stick with it
3. Establish a mandate
4. Develop a data governance framework
5. Develop policies &, procedures including governance structures
6. Establish a steering committee
7. Define what success looks like
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 8
Steps to get started with data
governance
8. Roles & responsibilities
 Recruit data governance roles
 Decide the size of your core Data Governance team
9. Develop a data governance strategy
10. Implementation
 Run it as a project
 Communications plan
 Benefits realisation plan
11. Pick something that is finite and useful to start
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 9
Pick a definition & stick with it
"Data governance is the organization and
implementation of policies, procedures, structure,
roles, and responsibilities which outline and enforce
rules of engagement, decision rights, and
accountabilities for the effective management of
information assets."
 (John Ladley, Data Governance: How to Design, Deploy and Sustain an
Effective Data Governance Program, 2012)
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 10
Data governance framework
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 11
https://www.imperva.com/learn/data-security/data-governance/
Example DG
framework
Give people an idea of the overall data
governance program
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 12
Develop policies, procedures
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 13
Define what success looks like
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 14
Top down support
Clear definition
Ongoing funding
Dedicated resources
Focused strategy & plan
Develop a data
governance
strategy
2021
Getting Started with Data Governance | Kate Carruthers | UNSW 15
https://www.jdsupra.com/legalnews/data-governance-and-data-management-74952/
Dealing with
objections
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 16
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 17
2021
How Data
Gov helps
with defence
in depth
Getting Started with Data Governance | Kate Carruthers | UNSW 18
Identify data at risk
Locate sensitive data
Ensure that sensitive data is stored and managed
properly
Identify sensitive data users
Ensure consistent data access processes
Ensure safer access to sensitive data
Identify data at risk
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 19
Who in the organisation is using sensitive data
Location of data and how the data flows through the enterprise
Organisational data stewardship ensures business ownership of the
process
Data access management can assist with identification of who has
access to which data
Can assist in mitigating the risk of information security incidents
Remember:
Data governance is a journey,
not a destination
Getting Started with Data Governance |
Kate Carruthers | UNSW 2021 20
Some handy
resources
https://www.datagovernance.unsw.e
du.au/
https://data.uq.edu.au/
https://web.stanford.edu/dept/pres
-provost/cgi-bin/dg/wordpress/
Bryan Petzold, Matthias Roggendorf,
and Christoph Sporleder. 2020.
‘Designing Data Governance That
Delivers Value’. McKinsey, June 26.
https://www.mckinsey.com/business
-functions/mckinsey-digital/our-
insights/designing-data-governance-
that-delivers-value#
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 21
Thank you
k.carruthers@unsw.edu.au
@kcarruthers
Getting Started with Data Governance | Kate Carruthers | UNSW 2021 22

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Starting data governance

  • 2. Agenda  Why organisations need data governance  Steps to get started with data governance  Dealing with objections  Some handy resources 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 2
  • 3. Why organisations need data governance 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 3
  • 4. 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 4 Complexity is a defining feature of the digital era, & we are not adjusting our governance structures to Kent Aiken, Prime Minister’s Fellow, Public Policy Forum Canada, 2017
  • 5. To protect our data, we need to understand it. 2021 Getting Started with Data Governance | Kate Carruthers | UNSW
  • 6. 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 6 https://www.accenture.com/us-en/blogs/blogs-new-data-ethics-guidelines-organizations- digital-trust
  • 7. Why data governance is important  Working out what data assets to protect  Allocating scarce cyber dollars  Ensuring that data is used properly  Complying with increasing regulatory requirements  Improving data security via information security and cyber security  Creating and enforcing data distribution policies  Creating the basis for effective data & analytics operations  Identifying your crown jewels for protection 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 7
  • 8. Steps to get started with data governance 1. Build mental maps for people - most people can’t imagine what data governance means or how to enact it 2. Pick a definition & stick with it 3. Establish a mandate 4. Develop a data governance framework 5. Develop policies &, procedures including governance structures 6. Establish a steering committee 7. Define what success looks like 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 8
  • 9. Steps to get started with data governance 8. Roles & responsibilities  Recruit data governance roles  Decide the size of your core Data Governance team 9. Develop a data governance strategy 10. Implementation  Run it as a project  Communications plan  Benefits realisation plan 11. Pick something that is finite and useful to start 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 9
  • 10. Pick a definition & stick with it "Data governance is the organization and implementation of policies, procedures, structure, roles, and responsibilities which outline and enforce rules of engagement, decision rights, and accountabilities for the effective management of information assets."  (John Ladley, Data Governance: How to Design, Deploy and Sustain an Effective Data Governance Program, 2012) 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 10
  • 11. Data governance framework 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 11 https://www.imperva.com/learn/data-security/data-governance/
  • 12. Example DG framework Give people an idea of the overall data governance program Getting Started with Data Governance | Kate Carruthers | UNSW 2021 12
  • 13. Develop policies, procedures Getting Started with Data Governance | Kate Carruthers | UNSW 2021 13
  • 14. Define what success looks like Getting Started with Data Governance | Kate Carruthers | UNSW 2021 14 Top down support Clear definition Ongoing funding Dedicated resources Focused strategy & plan
  • 15. Develop a data governance strategy 2021 Getting Started with Data Governance | Kate Carruthers | UNSW 15 https://www.jdsupra.com/legalnews/data-governance-and-data-management-74952/
  • 16. Dealing with objections Getting Started with Data Governance | Kate Carruthers | UNSW 2021 16
  • 17. Getting Started with Data Governance | Kate Carruthers | UNSW 2021 17
  • 18. 2021 How Data Gov helps with defence in depth Getting Started with Data Governance | Kate Carruthers | UNSW 18 Identify data at risk Locate sensitive data Ensure that sensitive data is stored and managed properly Identify sensitive data users Ensure consistent data access processes Ensure safer access to sensitive data
  • 19. Identify data at risk Getting Started with Data Governance | Kate Carruthers | UNSW 2021 19 Who in the organisation is using sensitive data Location of data and how the data flows through the enterprise Organisational data stewardship ensures business ownership of the process Data access management can assist with identification of who has access to which data Can assist in mitigating the risk of information security incidents
  • 20. Remember: Data governance is a journey, not a destination Getting Started with Data Governance | Kate Carruthers | UNSW 2021 20
  • 21. Some handy resources https://www.datagovernance.unsw.e du.au/ https://data.uq.edu.au/ https://web.stanford.edu/dept/pres -provost/cgi-bin/dg/wordpress/ Bryan Petzold, Matthias Roggendorf, and Christoph Sporleder. 2020. ‘Designing Data Governance That Delivers Value’. McKinsey, June 26. https://www.mckinsey.com/business -functions/mckinsey-digital/our- insights/designing-data-governance- that-delivers-value# Getting Started with Data Governance | Kate Carruthers | UNSW 2021 21
  • 22. Thank you k.carruthers@unsw.edu.au @kcarruthers Getting Started with Data Governance | Kate Carruthers | UNSW 2021 22