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Dr. Juan Bernabé Moreno
Digital	Command	Center	
The	place	where	Data		
really	helps	crea6ng	business	value	
	
14th July 2016
2	 Dataconomy	–	Big	Data	Berlin	v8.0	
The IMPULSE: Leading Digital Telco
3	 Dataconomy	–	Big	Data	Berlin	v8.0	
CAR
THE CAR DEALER
Source: Zookeeper Movie
4	 Dataconomy	–	Big	Data	Berlin	v8.0	
George	A.	Akerlof	
Seller	
Buyer	
Informa6on	Asymmetry	
Internet	typing	the	scale	for	the	buyer	
Seller	
Buyer	
Internet
5	 Dataconomy	–	Big	Data	Berlin	v8.0	
Experts	/	Test	reports	
Ra6ng		
Reviews	
Trend	seMers	
QoS	tools	
Expansion	plans	
Offers	
Channels	 €	 QoS	
Product	
Brand	
Network	for	each	brand	
Campaigns	
Informa6on	Asymmetry	–	Telco	as	best	example	
Let’s	say	we	need	a	tariff
6	 Dataconomy	–	Big	Data	Berlin	v8.0	
€	 Product
7	 Dataconomy	–	Big	Data	Berlin	v8.0	
QoS
8	 Dataconomy	–	Big	Data	Berlin	v8.0	
QoS
9	 Dataconomy	–	Big	Data	Berlin	v8.0	
QoS	Brand
10	 Dataconomy	–	Big	Data	Berlin	v8.0	
The	AIM	of	the	Digital	Command	Center	
To	6p	the	scale	back	as	much	as	we	can		
Seller	 Buyer	
Internet	DCC
11	 Dataconomy	–	Big	Data	Berlin	v8.0	
Nice	vision…			
…	but	have	you	guys	actually	
done	anything?
12	 Dataconomy	–	Big	Data	Berlin	v8.0
13	 Dataconomy	–	Big	Data	Berlin	v8.0
14	 Dataconomy	–	Big	Data	Berlin	v8.0
15	 Dataconomy	–	Big	Data	Berlin	v8.0	
Data Enabler
Control Application Algorithms (ML) RT Decision
Support
System
Data Lake
Data
Catalogue
What is it you already got?
Methodology
16	 Dataconomy	–	Big	Data	Berlin	v8.0	
Data	Democra6za6on	–	A	pre-requisite	
src: bigdata-doctor.com/data-democratization-manifesto/
Do	you	really	have	access	to	your	own	data?
17	 Dataconomy	–	Big	Data	Berlin	v8.0	
Technologies	Overview	
Char6ng	and	Visualiza6on	
Mapping	
App.	Development	
Data	Analysis	Tooling	Data	Persistence
18	 Dataconomy	–	Big	Data	Berlin	v8.0	
Intelligent	“stuff”	we	are	doing	(aka	Data	Science)	
Detec6on	of	Anomalies		
at	KPI	level	
KPIs	scoring	based	on	
business	impact	
	
Ac6va6ons	predic6on	
based	on	Online	Orders	
Goals	breakdown	
by	Brands,	Channels,	
product,	etc	
Recommenda6on	
algorithms	based	on	users	
interac6on	(re-
enforcement)	
	
…
19	 Dataconomy	–	Big	Data	Berlin	v8.0	
We	got	a	lot…	but	the	cool	stuff	is	s6ll	to	come!	
InitialDropStabilization
Assisted Decision
making
Online War Gaming
Self Diagnosis
(Early Warning System)
Online Intelligent
Steering
Digital Data Enabler
Today
Machine learning
Human Intelligence
20	 Dataconomy	–	Big	Data	Berlin	v8.0	
CAR
..THANK YOU...
AND Remember all that next Rme you buy a car
Source: Zookeeper Movie
Dr. Juan Bernabé-Moreno, Web Intelligence and Online Data Science, Telefonica Germany - "The Digital Command Centre: the place where Data really helps creating business value"

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