Creating Value from Big Data

24
Creating Value from Big Data Richard Benjamins Group Director BI & Big Data, Internal Exploitation @vrbenjamins

Transcript of Creating Value from Big Data

Creating Value from Big Data

Richard BenjaminsGroup Director BI & Big Data, Internal Exploitation

@vrbenjamins

Big Data examples

3

4

Xavi: movements faster than 5 m/sec

Messi: movements faster

than 5 m/sec

Time at each position sec.

5

CDO6

CDO7

Mobility info from our network

CDO8

Speeding

CDO9

A new digital, data-based product

10

11

What is Big Data

13

Data is growing and will continue to grow

CDO14

McKinsey

McKinsey

The relevance of Big Data

Creating value from Big Data

CDO16

Technology & analytics

All processes

All dataAll people

Creating value from Big Data

CDO17

Big data platforms and analytics

CDO18

Analytics – Data Science

CDO19

Applying it to all business processes (use cases)

CDO20

Some use cases – internal & external monetisation

Video analytics

• Upselling

Smart marketing

• Real time data snacksNetwork analytics

• Value-based deployment

• Upselling (2G – 3G)

Smart Steps

Customer journey analytics

• Commercial omni-channel

• Digital customer care

Churn reduction

• Viral churn

• Causes of churn

Smart Digits• Fraud prevention

• Credit scoring

CDO21

Socio-demographic

P&S

Channels:

online, social

network,

stores…

Call Centers

content

Geo-location

Consumption: CDR,

SMS,xDRs--

TV Audiences

Mobile Apps

using APIsMobile Apps using

ports distinct from

http (https included)

Web Logs

QoE

. . . external data+

DWH Big Data

For a telco, data sources have significantly increased, enabling a 360 customer view

Descriptive

WHO ?

Behavioral

WHAT, WHERE ?

Interaction

HOW ?

Attitudinal

WHY ?

CDO22

Empowering all types of people to become more data-driven

Tools to

access data

and insights

Data

scientists:

courses &

events

Product

designers:

lean start-up

and lean

analytics

C-Suite:

mobile dashboards

and inspirational

events

Managers:

Lean analytics

and predictive

analytics tools

Sales people:

Dashboard

and predictive

analytics tools

Market insights tools

CDO23

Data Culture - Adapt or Die

No puedes montar un equipo

con un ordenador, Billy.

¿No?