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Surviving(&(Monetising(the(Data
              Armageddon
                       Capitalising%on%your%subscribers%data
                            Total%Telecom%World%2012
                                        Paul%Kullich,%CEO
                                          tumra.com
                                            @tumra
                                                               13th%November%2012
TUMRA%LTD,%Building%3,%Chiswick%Park,
566%Chiswick%High%Road,%W4%5YA                              Paul%Kullich%@PaulKullich
Data$Science$Agency
But$what$is$Data$Science?
Big$Data’s$lessor$known/hyped$cousin

Hal$Varian$(Chief$economist$@$Google)$first
used$it$in$a$McKinsey$interview$in$2009…
“The$ability$to$take$data—to$be$able$to$understand$it,$to$process$it,$to
extract$value$from$it,$to$visualize$it,$to$communicate$it—that’s$going$to$be$a
hugely$important$skill$in$the$next$decades,$not$only$at$the$professional
level$but$even$at$the$educational$level$for$elementary$school$kids,$for$high
school$kids,$for$college$kids.”
Hal$Varian,$Chief$Economist$@$Google


    Person$who$is$better$at$statistics$than$any$software$engineer$and$better$at
    software$engineering$than$any$statistician.”
    Josh$Wills,$Director$of$Data$Science$@$Cloudera
Data$Armageddon

    But$why$is$this$happening$now?
Data$Armageddon
Digital'exhaust'trail
Exponential'growth'in'data'volumes
Data'growth'rates'are'faster'than'Moore’s'Law
Severe'strain'for'existing'storage'capabilities
Realisation'of'the'value'locked'up'this'data.
'
'
'
Typical(Tumra
  Use(Cases
TUMRA,'helps'...
executives)to)make)better)data)driven)decisions
companies)optimise)performance)using)data
analysts)find)the)valuable)'small)data’
build)proof)of)concept)solutions
Capitalising*on
  Subscriber
 Information
Internal(Focus
Reviewing(what(data(your(organisation(is
collecting(and(using(it(to(optimise(internal
operational(systems(and(processes.
 (
External(Focus
Looking(for(new(revenue(opportunities(outside
the(organisation,(building(new(products,
creating(new(markets.
Internal(Perspective
Using(traditional(data(sources
(((
              Customer)Databases
             Quality)of)Service)data
              Website)activity)data
                Geolocation)data
Internal(Perspective(/(Use(Cases
Retention
Using&customer&behaviour&data&to&better&predict
user&dissatisfaction&and&churn.
&&&Massive&potential&value&driver
&&&Predictive&models&trained&on&customer&behaviour
&&&Treat&everyone&as&the&individual&they&are
&&&Use&data&across&all&cross&channel&activity
&&&Real<time&responsive
&
&
Internal(Perspective(/(Use(Cases
Personalisation
Deliver'a'unique'personalised'experience'when
engaging'the'operator'across'all'channels.
'
'
'
  '
  '
  '
  '
Future&View
The$rise$of$the$data$centric$organisation
$$$Data$driven$decision$making
$$$Data$at$the$heart$of$everything
Data$supported$Product$Development
Deliver$amazing$personalised$user$experiences
$
$
Operators$who$successfully$execute$on$this
$
$$$will$gain$significant$competitive$advantage
$
External)Perspective
External)Perspective
Looking'for'new'revenue'opportunities'outside
the'organisation,'building'new'products,'service
and'creating'new'markets.
 '
External)Perspective)0)Use)Cases
Footfall)analysis
   Hyper&local&advertising
   Stores&and&offers
   Civil&engineering&(public&transport,&roads,
   paths)
   Transport&scheduling,&train&companies?
   Traffic&planning&&&optimisation
 &
 &
 &
External)Perspective)0)Use)Cases
Implicit)behaviour)analysis
   Where%do%they%socialise?%(bars%til%late%at
   night?)
   Where%do%they%shop?
   How%do%they%get%there?%(car,%public
   transport)
   True%social%networks%calls/texts%not%Facebook
 %
 %
 %
 %
External)Perspective)0)Use)Cases
Other)use)cases
  Insurance)(health,)car)
  Outdoor)marketing
  Store)positioning
An#Approach
New$Products,$Services$Approach
Create&a&set&hypotheses
Customer&validation
Find&a&sample&of&data&to&test&the&hypothesis
Low&fidelity&mockup
Iterate&continuously&based&on&feedback
Either&:=
   Pivot&to&new&product&idea&or
   Develop&Minimum&Viable&Product&(MVP).
Recap
Exponential+growth+of+'digital+exhaust'
Capitalising+on+Subscriber+Data
   Internal+&+External+perspectives++
An+approach+for+new+product+creation
 +
 +
Thank&you
            tumra.com
              @tumra

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Capitalising on Subscriber Data for Internal and External Opportunities