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8 tips to make data quality an
ethos, not a project.
April 2015
Why does it matter?
2
Your CRM and ERP applications need to deliver
data you can trust.
Data quality adopted as an ethos ensures the
information within your organization is accurate.
Accurate, trusted information, made available to
those that need it drives superior business outcomes.
Superior business outcomes include improved
decision making, enhanced operational efficiency and
better customer engagement—for success!
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
To help you work towards
establishing data as an ethos,
and not just a project, here are
8 top tips from leading
Chief Data Officers*.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015 4
*Source: All points discussed at the Chief Data Officer
European Leadership Forum, London, October 2014, during
a discussion entitled: Ensuring data quality as an
overall ethos, not initiative.
01.
Communicate
the value to
the organisation
5Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
6
There is often much discussion in
organizations about the quality of data,
but it is important to take the lead and
discuss the opportunity.
Accurate, trusted data improves the quality
of customer engagement, decision making
and operational efficiency.
01.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
02.
Focus on the
outcome by telling
the story, not
talking tech
7Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
8
Commercial teams will want to
know what's in it for them. It's no
good talking about the technology
or even the process.
The discussion needs to be around
what happens when great data
exists and is used properly. People
remember stories, it's how we learn.
02.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
03.
Find a way to
jump start the
implementation
9Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
10
Often the first step is the hardest.
Without a compelling event it can be
difficult to find a way to start the project.
A good way to do this may be to engage
the services of an external consultant.
03.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
04.
Build processes
that enable
continuous
improvement
11Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
12
While the first step is the hardest,
there also needs to be recognition
that with data quality the journey
never ends.
The best approaches recognize
that a continuous improvement
model prevents bad data getting in,
slows the degradation of existing
data and streamlines the process
for improving quality.
04.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
05.
Hire talent from the
data generation—
they 'get' the value
13Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
14
We live in a time of changing attitudes
towards data and privacy. While many in
business started at a time where the flow of
personal information was easy to control, a
new younger generation have grown up in
a world of sharing and free online services.
Bringing these individuals into the
organization will help. They understand the
value of information and why it's important
to manage it well.
05.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
06.
Ask the right
questions to keep
challenging your
approach
15Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
16
Just because the data quality
journey never ends, that doesn't
mean there are no choices.
There may be better ways of doing
things, new ideas, new technologies.
Keep checking the approach and
ensure it's working for the
stakeholders.
06.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
07.
Deliver accurate
data to establish
trust and belief in
the approach
17Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
18
Sell the story all you want, but if you can
deliver really high quality data, the business
will begin to believe.
Start small and find something that you can
be absolutely sure is accurate—then make
sure it gets used.
07.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
08.
Obtain board
level support—
or you'll never
succeed!
19Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
20
Last on this list, first on yours.
Without board level support,
you'll never succeed in establishing
data quality practices as an ethos.
The business needs to hear it from
the top—it's a cultural thing.
08.
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
21
For more information,
download this whitepaper on:
The ROI of data quality
Deliver data you can trust
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015 22
Thank you

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8 Tips to Make Data Quality an Ethos, Not a Project.

  • 1. 8 tips to make data quality an ethos, not a project. April 2015
  • 2. Why does it matter? 2 Your CRM and ERP applications need to deliver data you can trust. Data quality adopted as an ethos ensures the information within your organization is accurate. Accurate, trusted information, made available to those that need it drives superior business outcomes. Superior business outcomes include improved decision making, enhanced operational efficiency and better customer engagement—for success! Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 3.
  • 4. To help you work towards establishing data as an ethos, and not just a project, here are 8 top tips from leading Chief Data Officers*. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015 4 *Source: All points discussed at the Chief Data Officer European Leadership Forum, London, October 2014, during a discussion entitled: Ensuring data quality as an overall ethos, not initiative.
  • 5. 01. Communicate the value to the organisation 5Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 6. 6 There is often much discussion in organizations about the quality of data, but it is important to take the lead and discuss the opportunity. Accurate, trusted data improves the quality of customer engagement, decision making and operational efficiency. 01. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 7. 02. Focus on the outcome by telling the story, not talking tech 7Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 8. 8 Commercial teams will want to know what's in it for them. It's no good talking about the technology or even the process. The discussion needs to be around what happens when great data exists and is used properly. People remember stories, it's how we learn. 02. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 9. 03. Find a way to jump start the implementation 9Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 10. 10 Often the first step is the hardest. Without a compelling event it can be difficult to find a way to start the project. A good way to do this may be to engage the services of an external consultant. 03. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 11. 04. Build processes that enable continuous improvement 11Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 12. 12 While the first step is the hardest, there also needs to be recognition that with data quality the journey never ends. The best approaches recognize that a continuous improvement model prevents bad data getting in, slows the degradation of existing data and streamlines the process for improving quality. 04. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 13. 05. Hire talent from the data generation— they 'get' the value 13Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 14. 14 We live in a time of changing attitudes towards data and privacy. While many in business started at a time where the flow of personal information was easy to control, a new younger generation have grown up in a world of sharing and free online services. Bringing these individuals into the organization will help. They understand the value of information and why it's important to manage it well. 05. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 15. 06. Ask the right questions to keep challenging your approach 15Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 16. 16 Just because the data quality journey never ends, that doesn't mean there are no choices. There may be better ways of doing things, new ideas, new technologies. Keep checking the approach and ensure it's working for the stakeholders. 06. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 17. 07. Deliver accurate data to establish trust and belief in the approach 17Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 18. 18 Sell the story all you want, but if you can deliver really high quality data, the business will begin to believe. Start small and find something that you can be absolutely sure is accurate—then make sure it gets used. 07. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 19. 08. Obtain board level support— or you'll never succeed! 19Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 20. 20 Last on this list, first on yours. Without board level support, you'll never succeed in establishing data quality practices as an ethos. The business needs to hear it from the top—it's a cultural thing. 08. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 21. 21 For more information, download this whitepaper on: The ROI of data quality Deliver data you can trust Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015
  • 22. Pitney Bowes | 8 tips to make data quality an ethos, not a project. | March 12, 2015 22 Thank you