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Shaping the
future with Data
HOW DATA CAN BECOME THE MOST
VALUABLE ASSET FOR A BUSINESS/
COMPANY
WELCOME!
Luca Rainone
CTO, NANEA
EASY TO COLLECT
EASY TO PARSE
EASY TO FETCH
Why
Data?
PREMISE
Nowadays they seem
Be aware
of your
question!
Today, what's one of
the most important
tool based
on big data?
For example...
The tool is based on
300 billion tokens
and is created by the
most talented and
skilled engineers
So, what's wrong?
YOU!
"Most people use statistics like a drunk
man uses a lamppost;
more for support than illumination"
Mark Twain/Andrea Lang
Data
Quality
Quantity of data doesn’t always matter
Double Check your Data
Data
Ethics
Transparency and Responsability
Privacy and Data Protection
Bias and Discrimination
DATA DRIVEN
DECISION MAKING
How data
can be our
best asset
is defined as using facts, metrics, and data to guide strategic business
decisions that align with your goals, objectives, and initiatives.
DDDM
Use of facts, metrics, and data to guide strategic business
decisions, aligned with own goals, objectives, and initiatives.
Data Airlines
DDDM
Pillars
Launch
Building
Scaling
Changing
4
Competitor Analysis
Market Trends Identifying
Forecasting
1. Launch
YOUR START-UP
Market Analysis
Full understanding of your data
Clarity of the data
.... and don’t fool your business angel!!!
Presenting the Data
"Torture numbers, and they will
confess to anything"
(Gregg Easterbrook - journalist American writer)
Take data from Pilot Customers
Focus on core tasks through analytics
Iterate your way to adding more value, not more
features
2. Build
YOUR COMPANY
Increase the value
with costumers’ Data
Suggestions. Algos A/B test
Enhancing
customer
experience
1
Maximizing
Sales and
Satisfaction
Continuous
Optimization
e.g. Stock Management
2 3
Present Data to Partners
Weekly
Reports
1
Trends & KPIs OKRs
2 3
Mc Donald’s - Dynamic Yield
CASE STUDY
What tells us about digital transformation and customers data usage
Mc Donald’s shows us food based on
Time of day
Weather
Restaurant location
Restaurant traffic
Food that is trending.
Customer Feedback through surveys and reviews
3. Scale
YOUR COMPANY
Diversification
Data from internal processes, sales and
operations in order to identify scaling
opportunities
Network Growth
Market Research on Trends and competition
New Markets
Predictive analytics can forecast potential
resistance and facilitate proactive change
measures.
4. Change
MANAGEMENT
AI, data flow analysis
IBM case history: Decision on HR with Watson /
AskHR Bot
AI support
THE NANEA EXPERIENCE
A/B tests
On our costumers
Target #1:
Increase tips
for waiters
(because we still love “analogic waiters”)
THE NANEA EXPERIENCE
Personalized
suggestion
based on
hystorical data
Target #2
Delighting the
customer
experience more
TOOLS
MANAGEMENT
KIBANA ELASTIC
SEARCH
... obviously
EXCEL
DATA DRIVEN
DECISION MAKING Favourite Dishes
Always double check
your data!
A-L-W-A-Y-S
double check
your data!
ThankYou!
'Without data, you’re just
another person with an opinion'
W. Edwards Deming
Engineer, essayist, and American business executive

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SFSCON23 - Luca Rainone - Shaping the future with Data

  • 1. Shaping the future with Data HOW DATA CAN BECOME THE MOST VALUABLE ASSET FOR A BUSINESS/ COMPANY WELCOME! Luca Rainone CTO, NANEA
  • 2. EASY TO COLLECT EASY TO PARSE EASY TO FETCH Why Data? PREMISE Nowadays they seem
  • 3. Be aware of your question! Today, what's one of the most important tool based on big data? For example...
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  • 7. The tool is based on 300 billion tokens and is created by the most talented and skilled engineers So, what's wrong?
  • 8. YOU! "Most people use statistics like a drunk man uses a lamppost; more for support than illumination" Mark Twain/Andrea Lang
  • 9. Data Quality Quantity of data doesn’t always matter Double Check your Data Data Ethics Transparency and Responsability Privacy and Data Protection Bias and Discrimination
  • 10. DATA DRIVEN DECISION MAKING How data can be our best asset is defined as using facts, metrics, and data to guide strategic business decisions that align with your goals, objectives, and initiatives. DDDM Use of facts, metrics, and data to guide strategic business decisions, aligned with own goals, objectives, and initiatives. Data Airlines
  • 12. Competitor Analysis Market Trends Identifying Forecasting 1. Launch YOUR START-UP Market Analysis Full understanding of your data Clarity of the data .... and don’t fool your business angel!!! Presenting the Data "Torture numbers, and they will confess to anything" (Gregg Easterbrook - journalist American writer)
  • 13. Take data from Pilot Customers Focus on core tasks through analytics Iterate your way to adding more value, not more features 2. Build YOUR COMPANY Increase the value with costumers’ Data
  • 14. Suggestions. Algos A/B test Enhancing customer experience 1 Maximizing Sales and Satisfaction Continuous Optimization e.g. Stock Management 2 3
  • 15. Present Data to Partners Weekly Reports 1 Trends & KPIs OKRs 2 3
  • 16. Mc Donald’s - Dynamic Yield CASE STUDY What tells us about digital transformation and customers data usage Mc Donald’s shows us food based on Time of day Weather Restaurant location Restaurant traffic Food that is trending.
  • 17. Customer Feedback through surveys and reviews 3. Scale YOUR COMPANY Diversification Data from internal processes, sales and operations in order to identify scaling opportunities Network Growth Market Research on Trends and competition New Markets
  • 18. Predictive analytics can forecast potential resistance and facilitate proactive change measures. 4. Change MANAGEMENT AI, data flow analysis IBM case history: Decision on HR with Watson / AskHR Bot AI support
  • 19. THE NANEA EXPERIENCE A/B tests On our costumers Target #1: Increase tips for waiters (because we still love “analogic waiters”)
  • 20. THE NANEA EXPERIENCE Personalized suggestion based on hystorical data Target #2 Delighting the customer experience more
  • 22. DATA DRIVEN DECISION MAKING Favourite Dishes Always double check your data!
  • 24. ThankYou! 'Without data, you’re just another person with an opinion' W. Edwards Deming Engineer, essayist, and American business executive