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Leonardo Mangiavacchi – Telecom Italia Digital Solutions
The power of Big Data to support digital
marketing
Volum eVelocity Variety
► The rate of change in
the data and how
quickly it m ust be used
to create real value
► Capacity to elaborate data
both in real time or near real
time mode
► One key elem ent in
defining Big Data, and
it is arguably the least
im portant of three
elem ents
► Capacity to acquire, store
and access big amount of
data
► Many different data and
file types that are
im portant to m anage
and analyze m ore
thoroughly
► Different typologies of data,
coming from structured and
unstructured sources such
as systems, social media,
audio, video, networks, etc.
Big data is data that exceeds the processing capacity of conventional
database systems. The data is too big, moves too fast, or doesn’t fit the
structures of your database architectures. To gain value from this data,
you must choose an alternative way to process it
(O’ Really)
Big Data from different points of view
Big Data is projeted to grow into a
$53,4 billion market
by 2017, up from
$20,2 billion in 2013
Between 2005 and 2010 digital data
grew from 130 to 1227 exabytes
844%
90% of data has been created in
the last 2 years
19 30,4 39,8 56,1
78,4
102,6
16,3
21,8
27,1
35,8
51,8
72,6
3,2
4,4
7
10,7
15
19,4
17,9
28,5
41,8
54,6
11,8
14,9
19,5
26
2010 2011 2012 2013 2014 2015
Services Software Networking Storage Servers
Italian Big Data
Tech Market
(M€)
51,0
103,6
75,4
146,0
206,5
275,2
+ 47,8%
+ 37,4%
+ 40,9%
+ 41,4%
+ 33,3%
Big Data: from BI to Prescriptive Analytics
Business
Intelligence
Descriptive
Analytics
Predictive
Analytics
Prescriptive
Analytics
Analytic
CapabilityUnderstand the trends
in the business
Make different offers to
groups of customers
Target each decision to
a customer’s future
behaviour
Automatically take the
Ideal action on each
individual
Decision
Value
Summarize Past and Current
Behaviour
Predict Future
Behaviour and Adapt
Multiplicity of Data Sources
Real Time Analysis
Data
&
Analysis Data
...Analyzing data in a different way…
Analytics and Marketing: a history of joint evolution
The era of Business
Intelligence
Analytics 1.0
The era of Big Data
Analytics 2.0
The era of Fast
Business Im pact
Analytics 3.0
The era of Product
Centric Marketing
Marketing 1.0
The era of Consum er
Oriented Marketing
Marketing 2.0
The era of Values-driven
Marketing
Marketing 3.0
►They can then proactively push a
personalized offer via SM S or em ail, and
live care agents can use Customer data
profiles to recom m end the next best offer
(NBO)
►The monitoring of Customers allows operators
to quicky respond to their needs by proposing
specif offers in order to reduce churn and
improve loyalty
►It enables media operators to send
automatically advertising
cam paigns to clusterized target
Clients
►The Data Monetization field enable
companies to exploit the potential of the
ow ned Custom er’s insights by selling
them to third party (e.g. data provider for
targeted display advertising)
*Source: OVUM
Custom er-centric
Marketing
opportunities
Personalized
services
Cam paign
m anagem ent
Up-and
cross-sell
Sell to third
party
Precision
m arketing
Next best
offer
Com plex, large, m ulti-
source data
Develop infrastructures to
manage this large amount
of data
Im prove internal
organization and analytical
capabilities
Creation of data-based
products and services
Big Data as em erged in the Analytics 3.0 era
Issues
People & Organization
► Changing leadership skills
► Real tim e analysis drives to faster
decision m aking
► organizational structure (introduction of
Chief Analytics Officers?)
Technology
► Multiple types of data
► Provided not only from static DB but from
every kind of firm in every industry
► Data available at a faster rate
► Analytics on an industrial scale
► Needs of a new tech approach (Big Data
Lake)
The Business Data Lake
Analytics 3.0
ivr web mobile tv
social
media
sms
MultiChannel Operations
CARING SALESMARKETING
PEOPLE
Integrate, Analyze and Visualize Data
► The integration of data acquired from different
and heterogeneous sources is a prerequisite to
enable analytics tools to process the dataset
► In this era of "Analytics 3.0" data
visualization is a very fast growing field
and a critical BI component for enabling
users to see trends, patterns, and other
relationships in a user-friendly and
integrated approach
► It can provide actionable intelligence and
insights to improve businesses across
different sectors
► Advanced analytics return insights
exploiting the potential of online and real-
time analysis that enable:
−A reliable decision making support at
different levels, from strategy to operations
−Direct contact with Clients in order to
improve the Customer experience and
comprehension
−Innovative digital services especially in
the marketing field (e.g. proximity
marketing, Customer profiling, etc.)
Telecom Italia Digital Solutions: innovative data-driven services
►Management and
optimization of the
awareness and
reputation of Clients’
brand
►Feedback from social
networks and web
W EB-
Social-
Sentim ent
►Customer base
analysis to profile
target Clients’
segments
►Clients’ DB integration
and delivery of
targeted ADV
cam paigns
Profiling &
Cam paign
►Delivery of push
notifications to geo-
localized target Clients
on Mobile
►A TIDS or branded
App is a prerequisite to
run the service
Proxim ity
m arketing
►Analysis of the Clients’
behaviour within a
defined space
►Optimization of
Clients’ Custom er
experience
In store
analytics
►A service (W cards)
that allows Clients to
issue a special card to
deliver promotional
offers increasing their
Clients’ loyalty
Digital
Loyalty
TIDS innovative digital services
Grazie

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Presentazione del Dott. Mangiavacchi_TIDS

  • 1. Leonardo Mangiavacchi – Telecom Italia Digital Solutions
  • 2. The power of Big Data to support digital marketing
  • 3. Volum eVelocity Variety ► The rate of change in the data and how quickly it m ust be used to create real value ► Capacity to elaborate data both in real time or near real time mode ► One key elem ent in defining Big Data, and it is arguably the least im portant of three elem ents ► Capacity to acquire, store and access big amount of data ► Many different data and file types that are im portant to m anage and analyze m ore thoroughly ► Different typologies of data, coming from structured and unstructured sources such as systems, social media, audio, video, networks, etc. Big data is data that exceeds the processing capacity of conventional database systems. The data is too big, moves too fast, or doesn’t fit the structures of your database architectures. To gain value from this data, you must choose an alternative way to process it (O’ Really) Big Data from different points of view
  • 4. Big Data is projeted to grow into a $53,4 billion market by 2017, up from $20,2 billion in 2013 Between 2005 and 2010 digital data grew from 130 to 1227 exabytes 844% 90% of data has been created in the last 2 years 19 30,4 39,8 56,1 78,4 102,6 16,3 21,8 27,1 35,8 51,8 72,6 3,2 4,4 7 10,7 15 19,4 17,9 28,5 41,8 54,6 11,8 14,9 19,5 26 2010 2011 2012 2013 2014 2015 Services Software Networking Storage Servers Italian Big Data Tech Market (M€) 51,0 103,6 75,4 146,0 206,5 275,2 + 47,8% + 37,4% + 40,9% + 41,4% + 33,3%
  • 5. Big Data: from BI to Prescriptive Analytics Business Intelligence Descriptive Analytics Predictive Analytics Prescriptive Analytics Analytic CapabilityUnderstand the trends in the business Make different offers to groups of customers Target each decision to a customer’s future behaviour Automatically take the Ideal action on each individual Decision Value Summarize Past and Current Behaviour Predict Future Behaviour and Adapt Multiplicity of Data Sources Real Time Analysis Data & Analysis Data ...Analyzing data in a different way…
  • 6. Analytics and Marketing: a history of joint evolution The era of Business Intelligence Analytics 1.0 The era of Big Data Analytics 2.0 The era of Fast Business Im pact Analytics 3.0 The era of Product Centric Marketing Marketing 1.0 The era of Consum er Oriented Marketing Marketing 2.0 The era of Values-driven Marketing Marketing 3.0
  • 7. ►They can then proactively push a personalized offer via SM S or em ail, and live care agents can use Customer data profiles to recom m end the next best offer (NBO) ►The monitoring of Customers allows operators to quicky respond to their needs by proposing specif offers in order to reduce churn and improve loyalty ►It enables media operators to send automatically advertising cam paigns to clusterized target Clients ►The Data Monetization field enable companies to exploit the potential of the ow ned Custom er’s insights by selling them to third party (e.g. data provider for targeted display advertising) *Source: OVUM Custom er-centric Marketing opportunities Personalized services Cam paign m anagem ent Up-and cross-sell Sell to third party Precision m arketing Next best offer
  • 8. Com plex, large, m ulti- source data Develop infrastructures to manage this large amount of data Im prove internal organization and analytical capabilities Creation of data-based products and services Big Data as em erged in the Analytics 3.0 era Issues People & Organization ► Changing leadership skills ► Real tim e analysis drives to faster decision m aking ► organizational structure (introduction of Chief Analytics Officers?) Technology ► Multiple types of data ► Provided not only from static DB but from every kind of firm in every industry ► Data available at a faster rate ► Analytics on an industrial scale ► Needs of a new tech approach (Big Data Lake)
  • 10. Analytics 3.0 ivr web mobile tv social media sms MultiChannel Operations CARING SALESMARKETING PEOPLE
  • 11. Integrate, Analyze and Visualize Data ► The integration of data acquired from different and heterogeneous sources is a prerequisite to enable analytics tools to process the dataset ► In this era of "Analytics 3.0" data visualization is a very fast growing field and a critical BI component for enabling users to see trends, patterns, and other relationships in a user-friendly and integrated approach ► It can provide actionable intelligence and insights to improve businesses across different sectors ► Advanced analytics return insights exploiting the potential of online and real- time analysis that enable: −A reliable decision making support at different levels, from strategy to operations −Direct contact with Clients in order to improve the Customer experience and comprehension −Innovative digital services especially in the marketing field (e.g. proximity marketing, Customer profiling, etc.)
  • 12. Telecom Italia Digital Solutions: innovative data-driven services ►Management and optimization of the awareness and reputation of Clients’ brand ►Feedback from social networks and web W EB- Social- Sentim ent ►Customer base analysis to profile target Clients’ segments ►Clients’ DB integration and delivery of targeted ADV cam paigns Profiling & Cam paign ►Delivery of push notifications to geo- localized target Clients on Mobile ►A TIDS or branded App is a prerequisite to run the service Proxim ity m arketing ►Analysis of the Clients’ behaviour within a defined space ►Optimization of Clients’ Custom er experience In store analytics ►A service (W cards) that allows Clients to issue a special card to deliver promotional offers increasing their Clients’ loyalty Digital Loyalty TIDS innovative digital services