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Big Data Morality:
Balancing Business Value and Business Values
Nancy Fessatidis
SAP Big Data Analytics
June 2015
2© 2015 SAP SE or an SAP affiliate company. All rights reserved.
In a world of accelerated change…
An emerging
middle class
growing to 5B
will strain already
diminishing resources
More mobile
devices
than people
will require fresh
thinking designed for
an “always-on” world
Data doubling
every 18 months
will create new
opportunities and risks
for value creation
1 billion people
in social
networks
will rewire business
and personal
boundaries
15 billion web-
enabled devices
by 2013
will create a universe
of intelligence
everywhere
We must rethink the future,
and use “big-data” to our advantage
3© 2015 SAP SE or an SAP affiliate company. All rights reserved.
High volume, high velocity, and high variety
information assets that require new forms of
processing to enable enhanced decision making,
insight discovery and process optimization
Source: Gartner
What is Big Data?
4© 2015 SAP SE or an SAP affiliate company. All rights reserved.
1 Minute of Internet:
 240 million emails
 4M Google search
 2.5M Facebook shares
 48K app downloads
 72 hours new videos
Source: DOMO Data Never Sleeps 2.0
Big Data is Omnipresent
5© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Fueled by hyper-connectivity
Internet of things
Internal | © 2014 SAP SE or an SAP affiliate company. All rights reserved.
Source OECD Exploring Data-Driven Innovation as a New Source of Growth, 2013 © OECD
GPS provider TomTom adds five billion
measurement points every day
Global wearables market will reach 148 million
units shipped annually in 2019
Source: Business Insider 2015
Photo: Intel Free Press
8© 2015 SAP SE or an SAP affiliate company. All rights reserved.
A typical family home could contain more
than 500 Smart Devices by 2022
Source: Gartner, Sept 2014
9© 2015 SAP SE or an SAP affiliate company. All rights reserved.
IoT
Big
Data
Analytics
This intersection of IoT, Big Data & Analytics …
Create insight
beyond data itself;
requires business
context for
understanding
Creating a
deluge of
raw data
ready to be
mined for
insights
Technologies
to collect,
store and
process
diverse data
at scale
10© 2015 SAP SE or an SAP affiliate company. All rights reserved.
… is creating unchartered territory
to gain benefit of (or be drowned by) data
and having (or losing) competitive edge
tweet this
Potential to solve problems
previously not solvable
 “Data for Good”
 Transparent government
 Challenge conventional ways of doing
business
12© 2015 SAP SE or an SAP affiliate company. All rights reserved.
And creating a new generation
of companies built around data
13© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Big Data brings new thinking to Data
Governance and Quality
 What’s important to
govern?
 Roles and
responsibilities for the
new data
 Policies, standards,
and metrics
… as well as risks to consider
 Privacy
 Security
 Mistaking patterns
for reality - lack of
context
 Discrimination
resulting from
profiling
15© 2015 SAP SE or an SAP affiliate company. All rights reserved.
A fine line between cool …
16© 2015 SAP SE or an SAP affiliate company. All rights reserved.
… and creepy
 Ad campaign to
curb Hong Kong’s
trash problem
 “Face of Litter”
 Digital portrait
from small traces
of DNA
tweet this
OGILVY
Perceived privacy and security risks could
undermine consumer confidence
But don’t let Big Data risks keep you
from innovating tweet this
Global survey finds that about two-thirds of people
are willing to share data in exchange for benefits.
Data: Designing for TransparencySource: Timothy Morey, Theodore “Theo” Forbath & Allison Schoop
From: “Customer Data: Designing for Transparency and Trust”, May 2015, HBR
20© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Meaningful brands gain 46% more share of wallet
and outperform the stock market by 133%
Source: 2015 ‘Meaningful Brands Report’, Havas Media
But trust is no longer enough … Consumers
prefer brands with purpose.
With Big Data comes big responsibility
tweet this
Do your big data
practices reflect
your company’s
business values?
tweet this
© 2015 SAP SE or an SAP affiliate company. All rights reserved. 23Public
OUR VISION
Help the world run better and
improve people’s lives
OUR MISSION
Help our customers run at their best
OUR PASSIONS
Are based on teamwork,
accountability, professionalism,
integrity and trust.
SAP corporate values
24© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Big Data is changing how SAP boardroom
meetings are run – with real-time insights,
analytics and decision-making.
25© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Insight-driven event experience
WiFi sensors and attendee scans allow us to better
understand likes and intent in order to deliver more
personalized event experience
© 2015 SAP SE or an SAP affiliate company. All rights reserved. 26Public
A New Set of Opportunities due to Big DataProduct and experience pathing
128M “scores” ensure SAP customers receive
offers, messages and content when they want it, in
their preferred channels
Hamburg Port Authority
SAP enabled real-time freight traffic management,
reduced idle-time for drivers, and increased
container turn-over without increasing size of port.
28© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Unlocking Big Data value while
maintaining morality
29© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Keys to unlocking value of Big Data:
#1: Transparency
 Be an advocate, not an adversary
 Make your privacy policy and opt-in visible
and easy to understand
 Be transparent about what you’re collecting and
why
 How is the “new” data reflected in your policy?
 Give customers sense of control
tweet this
30© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Keys to unlocking value of Big Data:
#2: Security
 It’s everyone’s job … not just IT
 Requires strong partnership with Data Governance,
Data Privacy & Security
 Who owns the data? Is there a “need to know”
threshold? Do you have data you don’t need to have?
 Is your outsourced data operations secure?
 Do you have the right tools and enablement
processes? Are they updated regularly?
 Do you perform security audits regularly to keep pace
with evolving business landscape.
tweet this
31© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Keys to unlocking value of Big Data:
#3: Morality (Values)
 Initiate internal debate
 Do your data practices align with corporate values?
 Context is important – what’s acceptable for one
company might not be for another
 Develop a code of conduct for Big Data
 Establish Data Stewards to be customers’ voice
 Shift from compliance mindset to stewardship
 Decide what’s off-limits - “Should we” v. “Can we”
 Does the it pass the “front-page” test?
tweet this
Should we vs. can we
 Use social media data to
detect unemployment
benefit fraud
 Sensors in rental car to
warn drivers of
dangerous driving
? Use voice profiling to
decide who gets hired
? Establish mood,
personality and users’
state of mind
? Identify specific customer
behaviors that could
compromise their
personal lives
33© 2015 SAP SE or an SAP affiliate company. All rights reserved.
Keys to unlocking value of Big Data:
#4: Value delivery
 What’s the business value to customers? To
business?
 Collect only the data you need to run your
business or improve your customers’ experience
 Educate the customers by communicating the
benefits beyond just disclosure
 Create opportunities for customers to connect and
share more with you – progressive profiling
 Focus on “give to get” - create a virtuous cycle of
trust
tweet this
34© 2015 SAP SE or an SAP affiliate company. All rights reserved.
In summary, 7 tips to take home
1.Big Data morality is everyone’s job – not just CEO or IT
2.Be proactive – don’t wait for the first incident/law to react
3.Be transparent & ensure customer’s data is secure
4.Leverage Analytics to bring context to your data
5.Shift from compliance mindset to stewardship
6.Focus on “give to get” to create virtuous cycle of trust
7.When in doubt, let corporate values be your guide
tweet this
Thank you
Nancy Fessatidis
Head of Big Data Analytics
nancy.fessatidis@sap.com
Twitter: @NancyFessatidis
Continue the conversation on Twitter with hashtag
#BigDataAnalytics
Find out more of what SAP is doing in Big Data at
www.sap.com/bigdata
Check out the Data Science Association’s “Data Science
Code of Professional Conduct” at
www.datascienceassn.org/code-of-conduct.html
Share the presentation on SlideShare at
http://www.slideshare.net/SAPanalytics/big-data-
morality-balancing-business-value-and-business-values

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Balancing Business Value and Business Values with Big Data

  • 1. Big Data Morality: Balancing Business Value and Business Values Nancy Fessatidis SAP Big Data Analytics June 2015
  • 2. 2© 2015 SAP SE or an SAP affiliate company. All rights reserved. In a world of accelerated change… An emerging middle class growing to 5B will strain already diminishing resources More mobile devices than people will require fresh thinking designed for an “always-on” world Data doubling every 18 months will create new opportunities and risks for value creation 1 billion people in social networks will rewire business and personal boundaries 15 billion web- enabled devices by 2013 will create a universe of intelligence everywhere We must rethink the future, and use “big-data” to our advantage
  • 3. 3© 2015 SAP SE or an SAP affiliate company. All rights reserved. High volume, high velocity, and high variety information assets that require new forms of processing to enable enhanced decision making, insight discovery and process optimization Source: Gartner What is Big Data?
  • 4. 4© 2015 SAP SE or an SAP affiliate company. All rights reserved. 1 Minute of Internet:  240 million emails  4M Google search  2.5M Facebook shares  48K app downloads  72 hours new videos Source: DOMO Data Never Sleeps 2.0 Big Data is Omnipresent
  • 5. 5© 2015 SAP SE or an SAP affiliate company. All rights reserved. Fueled by hyper-connectivity Internet of things Internal | © 2014 SAP SE or an SAP affiliate company. All rights reserved.
  • 6. Source OECD Exploring Data-Driven Innovation as a New Source of Growth, 2013 © OECD GPS provider TomTom adds five billion measurement points every day
  • 7. Global wearables market will reach 148 million units shipped annually in 2019 Source: Business Insider 2015 Photo: Intel Free Press
  • 8. 8© 2015 SAP SE or an SAP affiliate company. All rights reserved. A typical family home could contain more than 500 Smart Devices by 2022 Source: Gartner, Sept 2014
  • 9. 9© 2015 SAP SE or an SAP affiliate company. All rights reserved. IoT Big Data Analytics This intersection of IoT, Big Data & Analytics … Create insight beyond data itself; requires business context for understanding Creating a deluge of raw data ready to be mined for insights Technologies to collect, store and process diverse data at scale
  • 10. 10© 2015 SAP SE or an SAP affiliate company. All rights reserved. … is creating unchartered territory to gain benefit of (or be drowned by) data and having (or losing) competitive edge tweet this
  • 11. Potential to solve problems previously not solvable  “Data for Good”  Transparent government  Challenge conventional ways of doing business
  • 12. 12© 2015 SAP SE or an SAP affiliate company. All rights reserved. And creating a new generation of companies built around data
  • 13. 13© 2015 SAP SE or an SAP affiliate company. All rights reserved. Big Data brings new thinking to Data Governance and Quality  What’s important to govern?  Roles and responsibilities for the new data  Policies, standards, and metrics
  • 14. … as well as risks to consider  Privacy  Security  Mistaking patterns for reality - lack of context  Discrimination resulting from profiling
  • 15. 15© 2015 SAP SE or an SAP affiliate company. All rights reserved. A fine line between cool …
  • 16. 16© 2015 SAP SE or an SAP affiliate company. All rights reserved. … and creepy  Ad campaign to curb Hong Kong’s trash problem  “Face of Litter”  Digital portrait from small traces of DNA tweet this OGILVY
  • 17. Perceived privacy and security risks could undermine consumer confidence
  • 18. But don’t let Big Data risks keep you from innovating tweet this
  • 19. Global survey finds that about two-thirds of people are willing to share data in exchange for benefits. Data: Designing for TransparencySource: Timothy Morey, Theodore “Theo” Forbath & Allison Schoop From: “Customer Data: Designing for Transparency and Trust”, May 2015, HBR
  • 20. 20© 2015 SAP SE or an SAP affiliate company. All rights reserved. Meaningful brands gain 46% more share of wallet and outperform the stock market by 133% Source: 2015 ‘Meaningful Brands Report’, Havas Media But trust is no longer enough … Consumers prefer brands with purpose.
  • 21. With Big Data comes big responsibility tweet this
  • 22. Do your big data practices reflect your company’s business values? tweet this
  • 23. © 2015 SAP SE or an SAP affiliate company. All rights reserved. 23Public OUR VISION Help the world run better and improve people’s lives OUR MISSION Help our customers run at their best OUR PASSIONS Are based on teamwork, accountability, professionalism, integrity and trust. SAP corporate values
  • 24. 24© 2015 SAP SE or an SAP affiliate company. All rights reserved. Big Data is changing how SAP boardroom meetings are run – with real-time insights, analytics and decision-making.
  • 25. 25© 2015 SAP SE or an SAP affiliate company. All rights reserved. Insight-driven event experience WiFi sensors and attendee scans allow us to better understand likes and intent in order to deliver more personalized event experience
  • 26. © 2015 SAP SE or an SAP affiliate company. All rights reserved. 26Public A New Set of Opportunities due to Big DataProduct and experience pathing 128M “scores” ensure SAP customers receive offers, messages and content when they want it, in their preferred channels
  • 27. Hamburg Port Authority SAP enabled real-time freight traffic management, reduced idle-time for drivers, and increased container turn-over without increasing size of port.
  • 28. 28© 2015 SAP SE or an SAP affiliate company. All rights reserved. Unlocking Big Data value while maintaining morality
  • 29. 29© 2015 SAP SE or an SAP affiliate company. All rights reserved. Keys to unlocking value of Big Data: #1: Transparency  Be an advocate, not an adversary  Make your privacy policy and opt-in visible and easy to understand  Be transparent about what you’re collecting and why  How is the “new” data reflected in your policy?  Give customers sense of control tweet this
  • 30. 30© 2015 SAP SE or an SAP affiliate company. All rights reserved. Keys to unlocking value of Big Data: #2: Security  It’s everyone’s job … not just IT  Requires strong partnership with Data Governance, Data Privacy & Security  Who owns the data? Is there a “need to know” threshold? Do you have data you don’t need to have?  Is your outsourced data operations secure?  Do you have the right tools and enablement processes? Are they updated regularly?  Do you perform security audits regularly to keep pace with evolving business landscape. tweet this
  • 31. 31© 2015 SAP SE or an SAP affiliate company. All rights reserved. Keys to unlocking value of Big Data: #3: Morality (Values)  Initiate internal debate  Do your data practices align with corporate values?  Context is important – what’s acceptable for one company might not be for another  Develop a code of conduct for Big Data  Establish Data Stewards to be customers’ voice  Shift from compliance mindset to stewardship  Decide what’s off-limits - “Should we” v. “Can we”  Does the it pass the “front-page” test? tweet this
  • 32. Should we vs. can we  Use social media data to detect unemployment benefit fraud  Sensors in rental car to warn drivers of dangerous driving ? Use voice profiling to decide who gets hired ? Establish mood, personality and users’ state of mind ? Identify specific customer behaviors that could compromise their personal lives
  • 33. 33© 2015 SAP SE or an SAP affiliate company. All rights reserved. Keys to unlocking value of Big Data: #4: Value delivery  What’s the business value to customers? To business?  Collect only the data you need to run your business or improve your customers’ experience  Educate the customers by communicating the benefits beyond just disclosure  Create opportunities for customers to connect and share more with you – progressive profiling  Focus on “give to get” - create a virtuous cycle of trust tweet this
  • 34. 34© 2015 SAP SE or an SAP affiliate company. All rights reserved. In summary, 7 tips to take home 1.Big Data morality is everyone’s job – not just CEO or IT 2.Be proactive – don’t wait for the first incident/law to react 3.Be transparent & ensure customer’s data is secure 4.Leverage Analytics to bring context to your data 5.Shift from compliance mindset to stewardship 6.Focus on “give to get” to create virtuous cycle of trust 7.When in doubt, let corporate values be your guide tweet this
  • 35. Thank you Nancy Fessatidis Head of Big Data Analytics nancy.fessatidis@sap.com Twitter: @NancyFessatidis Continue the conversation on Twitter with hashtag #BigDataAnalytics Find out more of what SAP is doing in Big Data at www.sap.com/bigdata Check out the Data Science Association’s “Data Science Code of Professional Conduct” at www.datascienceassn.org/code-of-conduct.html Share the presentation on SlideShare at http://www.slideshare.net/SAPanalytics/big-data- morality-balancing-business-value-and-business-values