SlideShare a Scribd company logo
Use 
Data 
to 
Support 
the 
Complete 
Subscriber 
Lifecycle 
November 
19th 
2014 
Steven 
Noels 
CTO, 
NGDATA
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
2 
Media 
Industry 
Shi; 
Clear 
Readership 
Behavior 
Change 
90% of 
the 
visitors 
read 
less 
than 
5 
ar=cles 
per 
day 
Audience 
behavior 
varies 
strongly 
between 
device 
used 
Social 
referrals 
skip 
the 
homepage 
Editorial 
classificaEons 
do 
not 
match 
up 
with 
market 
segmentaEon 
NGDATA & iMinds 
Joint Research Findings 2014
Publishers 
must 
stand 
out 
– 
and 
deliver
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
4 
Attract 
Acquire 
Engage 
Retain 
Differentiate at Every Stage
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
5 
ACract 
Drive to acquisition 
• collect behavioral information 
• build anonymous visitor 
profiles 
• determine acquisition drivers 
and act on them
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
6 
Acquire 
• Personalize the on-boarding 
experience 
• Integrate with first-party data 
• Social IDs 
• SSO integration 
• Learn from your customer 
before you know him/her
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
7 
Engage 
and 
Increase 
Value 
• Use real-time data to better 
engage your customers 
• Be more aware of the 
individual needs, preferences 
and intents of customers 
• Increase up- and cross-sell 
effectiveness 
• More effective, context-aware 
customer service/support
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
8 
Retain 
• Identify highest value 
customers 
• Proactive churn detection 
• Detect rotational churn 
• Act on inactivity
Copyright 
2014 
NGDATA®, 
Context 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
9 
Support 
the 
En=re 
Customer 
Lifecycle 
Using 
Prescrip=ve 
Customer 
DNA 
Preferences 
AffiniEes 
Behavior 
CUSTOMER DNA
What 
is 
Customer 
DNA? 
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
10 
a 
collecEon 
of 
1000s 
of 
predefined 
metrics, 
calculated 
in 
real 
=me 
and 
organized 
per 
iden=fied 
customer 
based 
on 
a 
variety 
of 
interacEon-­‐ 
and 
fact-­‐based 
data 
sources, 
using 
a 
variety 
of 
predefined 
calculaEon, 
predicEon 
and/or 
retrieval 
methods 
providing 
ac=onable 
data 
for 
markeEng 
& 
customer-­‐centric 
applicaEons
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
11 
Access 
to 
Customer 
DNA 
For 
Marketers 
and 
Data 
Scien9sts 
Alike
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
12 
Customer 
DNA 
Enables 
You 
To… 
Overcome 
“Analysis 
Paralysis” 
ProacEvely 
Engage 
with 
Customers 
Cope 
with 
plethora 
of 
data
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
13 
Become 
Data 
Driven 
with 
Customer 
DNA 
Use any volume of real-time 
data to actively guide and 
optimize business processes 
based on continuously growing 
insights on customer behavior, 
intent and preferences.
Contract/Product 
Data 
Customer 
OperaEonal 
Data 
Copyright 
2014 
NGDATA®, 
Data 
integra=on 
ETL 
or 
Lily 
API 
based 
Batch 
IntegraEon 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
14 
Lily 
Enterprise 
for 
Customer 
DNA 
Opera=onal 
Systems 
External 
Data 
Reference 
Data 
Repor=ng 
/ 
Analy=cs 
Enterprise 
BI 
and 
reporEng 
Enterprise 
AnalyEcs 
ApplicaEons 
MarkeEng 
and 
Social 
Data 
Lily 
Enterprise 
Customer 
InteracEon 
Data 
Campaign 
Data 
ERP/CRM 
Data 
Data 
Warehouse 
Data 
Customer 
Website 
& 
Social 
Service 
Desk 
Customer 
CRM 
and 
IVR 
Systems 
Real 
Time 
IntegraEon 
Lily 
Connector 
Based 
Web 
and 
Mobile 
Mobile 
Apps 
Channel 
/ 
Campaigns 
Mail 
SMS 
Print 
Broadcast 
MarkeEng 
Campaign 
Mgt 
Sales 
Office 
Agent 
/ 
Advisor 
Feedback
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
15 
Applied 
to 
Subscrip=on-­‐based 
Media 
Companies 
Customer 
LifeEme 
Value 
(Inbound, 
Outbound, 
Risk) 
Media 
Companies 
• AcquisiEon 
• Customer 
experience 
improvement 
• Personalized 
content 
& 
service 
• Brand 
& 
loyalty 
improvement 
• Cross 
& 
upsell 
• Targeted 
ads 
• Customer-­‐centric 
audience 
dashboards
Knowing 
Your 
Customer 
Throughout 
Their 
Lifecycle 
– 
Cases
ObjecEves 
SoluEon 
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
17 
Customer 
DNA 
in 
Media 
Large 
InternaEonal 
Media 
Group 
– 
De 
Persgroep 
Result 
Single 
Customer 
View 
– 
Centralized, 
real 
Eme 
updated, 
and 
very 
detailed 
single 
customer 
view, 
driving 
personalized 
markeEng 
and 
customer 
analyEcs. 
• A 
plaeorm 
for 
acEonable, 
omni-­‐channel 
customer 
intelligence 
from 
Big 
Data 
• Collect 
CRM/DWH 
and 
clickstream 
data 
• Build 
Customer 
DNA 
with 
1000s 
of 
metrics 
• Support 
operaEonal 
& 
analyEcal 
reporEng 
• Integrate 
with 
Campaign 
Management 
for 
offer 
proposal 
and 
capture 
feedback 
• Learn 
affiniEes 
for 
automaEc 
profiling 
“ 
NGDATA 
is 
cri9cal 
in 
the 
way 
we 
capture, 
analyze 
and 
generate 
ac9onable 
intelligence 
from 
Big 
Data. 
NGDATA 
makes 
it 
easier 
for 
us 
to 
connect 
with 
our 
customers 
across 
all 
of 
our 
channels, 
learn 
from 
their 
behavior 
and 
create 
personalized, 
unique 
offers 
to 
foster 
loyalty.” 
—Luc 
Verbist, 
CIO, 
De 
Persgroep 
PredicEon 
model 
with 
92% 
accuracy 
of 
churn.
ObjecEves 
SoluEon 
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
18 
1-­‐2-­‐1 
Marke=ng 
and 
Micro 
Campaigns 
Quad-­‐play 
Telco/Media 
– 
Telenet 
(Liberty 
Global) 
Result 
Individual 
Product 
and 
Content 
Preferences 
– 
MarkeEng 
campaigns 
with 
higher 
Frequency 
(> 
x10), 
higher 
Response 
rate 
(x4) 
and 
reduced 
Budget 
(< 
½) 
• Improve 
ROI 
(conversion 
raEo) 
of 
MarkeEng 
Campaigns 
by 
targeEng 
individual 
customers 
• Customer 
DNA 
with 
focus 
on 
usage, 
network, 
context 
based 
interacEons 
and 
product 
preferences 
• Learned 
preferences 
to 
feed 
event-­‐based 
markeEng 
acEons 
& 
send 
SMS 
offer 
to 
sEmulate 
subscripEon 
renewal 
• Personalized 
video 
“ 
With 
the 
interna9onal 
exper9se 
of 
NGDATA, 
our 
CRM 
department 
now 
exists 
at 
the 
center 
of 
all 
our 
inbound 
and 
outbound 
customer 
interac9ons, 
sharing 
real, 
ac9onable 
business 
intelligence 
and 
insights, 
execu9ng 
hundreds 
of 
targeted 
campaigns 
on 
a 
yearly 
basis.” 
—Bert 
Van 
Driessche, 
Director 
of 
CRM 
and 
Consumer 
Intelligence, 
Telenet
ObjecEves 
SoluEon 
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
19 
Op=mize 
Sales 
Targe=ng 
for 
Subscrip=ons 
Large 
Belgian 
News 
Publisher 
– 
Mediahuis 
Result 
Real 
Time 
Ac=onable 
Customer 
DNA 
– 
Allows 
marketers 
to 
send 
the 
right 
message 
to 
the 
right 
customer/prospect 
at 
the 
right 
Eme. 
Model 
lin 
of 
4.5. 
• OpEmize 
sales 
targeEng 
for 
increased 
subscripEons 
of 
new 
customers 
and 
increased 
span 
of 
exisEng 
subscripEons 
• Real 
Eme 
ingest 
of 
the 
website 
click 
streams, 
Messagent 
interacEon 
data 
and 
markeEng 
database 
• Build 
a 
acquisiEon 
propensity 
predicEve 
model 
using 
on 
Random 
Forest 
techniques. 
• Acquire 
operaEonal 
efficiency 
which 
leads 
to 
a 
daily 
run 
of 
the 
acquisiEon 
model. 
• SelecEon 
of 
the 
prospect 
and 
customers 
to 
be 
targeted 
and 
expose 
individual 
DNA 
to 
execuEon
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
20 
Attract 
More 
Acquire 
Faster 
Engage 
Smarter 
Retain 
Longer 
& 
Stronger 
Experience the Difference with Lily 
for 
Greater 
Customer 
Life=me 
Value
Copyright 
2014 
NGDATA®, 
Inc. 
ConfidenEal 
– 
DistribuEon 
prohibited 
without 
permission 
21 
stevenn@NGDATA.com

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Use Data to Support the Complete Subscriber Lifecycle

  • 1. Use Data to Support the Complete Subscriber Lifecycle November 19th 2014 Steven Noels CTO, NGDATA
  • 2. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 2 Media Industry Shi; Clear Readership Behavior Change 90% of the visitors read less than 5 ar=cles per day Audience behavior varies strongly between device used Social referrals skip the homepage Editorial classificaEons do not match up with market segmentaEon NGDATA & iMinds Joint Research Findings 2014
  • 3. Publishers must stand out – and deliver
  • 4. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 4 Attract Acquire Engage Retain Differentiate at Every Stage
  • 5. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 5 ACract Drive to acquisition • collect behavioral information • build anonymous visitor profiles • determine acquisition drivers and act on them
  • 6. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 6 Acquire • Personalize the on-boarding experience • Integrate with first-party data • Social IDs • SSO integration • Learn from your customer before you know him/her
  • 7. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 7 Engage and Increase Value • Use real-time data to better engage your customers • Be more aware of the individual needs, preferences and intents of customers • Increase up- and cross-sell effectiveness • More effective, context-aware customer service/support
  • 8. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 8 Retain • Identify highest value customers • Proactive churn detection • Detect rotational churn • Act on inactivity
  • 9. Copyright 2014 NGDATA®, Context Inc. ConfidenEal – DistribuEon prohibited without permission 9 Support the En=re Customer Lifecycle Using Prescrip=ve Customer DNA Preferences AffiniEes Behavior CUSTOMER DNA
  • 10. What is Customer DNA? Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 10 a collecEon of 1000s of predefined metrics, calculated in real =me and organized per iden=fied customer based on a variety of interacEon-­‐ and fact-­‐based data sources, using a variety of predefined calculaEon, predicEon and/or retrieval methods providing ac=onable data for markeEng & customer-­‐centric applicaEons
  • 11. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 11 Access to Customer DNA For Marketers and Data Scien9sts Alike
  • 12. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 12 Customer DNA Enables You To… Overcome “Analysis Paralysis” ProacEvely Engage with Customers Cope with plethora of data
  • 13. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 13 Become Data Driven with Customer DNA Use any volume of real-time data to actively guide and optimize business processes based on continuously growing insights on customer behavior, intent and preferences.
  • 14. Contract/Product Data Customer OperaEonal Data Copyright 2014 NGDATA®, Data integra=on ETL or Lily API based Batch IntegraEon Inc. ConfidenEal – DistribuEon prohibited without permission 14 Lily Enterprise for Customer DNA Opera=onal Systems External Data Reference Data Repor=ng / Analy=cs Enterprise BI and reporEng Enterprise AnalyEcs ApplicaEons MarkeEng and Social Data Lily Enterprise Customer InteracEon Data Campaign Data ERP/CRM Data Data Warehouse Data Customer Website & Social Service Desk Customer CRM and IVR Systems Real Time IntegraEon Lily Connector Based Web and Mobile Mobile Apps Channel / Campaigns Mail SMS Print Broadcast MarkeEng Campaign Mgt Sales Office Agent / Advisor Feedback
  • 15. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 15 Applied to Subscrip=on-­‐based Media Companies Customer LifeEme Value (Inbound, Outbound, Risk) Media Companies • AcquisiEon • Customer experience improvement • Personalized content & service • Brand & loyalty improvement • Cross & upsell • Targeted ads • Customer-­‐centric audience dashboards
  • 16. Knowing Your Customer Throughout Their Lifecycle – Cases
  • 17. ObjecEves SoluEon Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 17 Customer DNA in Media Large InternaEonal Media Group – De Persgroep Result Single Customer View – Centralized, real Eme updated, and very detailed single customer view, driving personalized markeEng and customer analyEcs. • A plaeorm for acEonable, omni-­‐channel customer intelligence from Big Data • Collect CRM/DWH and clickstream data • Build Customer DNA with 1000s of metrics • Support operaEonal & analyEcal reporEng • Integrate with Campaign Management for offer proposal and capture feedback • Learn affiniEes for automaEc profiling “ NGDATA is cri9cal in the way we capture, analyze and generate ac9onable intelligence from Big Data. NGDATA makes it easier for us to connect with our customers across all of our channels, learn from their behavior and create personalized, unique offers to foster loyalty.” —Luc Verbist, CIO, De Persgroep PredicEon model with 92% accuracy of churn.
  • 18. ObjecEves SoluEon Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 18 1-­‐2-­‐1 Marke=ng and Micro Campaigns Quad-­‐play Telco/Media – Telenet (Liberty Global) Result Individual Product and Content Preferences – MarkeEng campaigns with higher Frequency (> x10), higher Response rate (x4) and reduced Budget (< ½) • Improve ROI (conversion raEo) of MarkeEng Campaigns by targeEng individual customers • Customer DNA with focus on usage, network, context based interacEons and product preferences • Learned preferences to feed event-­‐based markeEng acEons & send SMS offer to sEmulate subscripEon renewal • Personalized video “ With the interna9onal exper9se of NGDATA, our CRM department now exists at the center of all our inbound and outbound customer interac9ons, sharing real, ac9onable business intelligence and insights, execu9ng hundreds of targeted campaigns on a yearly basis.” —Bert Van Driessche, Director of CRM and Consumer Intelligence, Telenet
  • 19. ObjecEves SoluEon Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 19 Op=mize Sales Targe=ng for Subscrip=ons Large Belgian News Publisher – Mediahuis Result Real Time Ac=onable Customer DNA – Allows marketers to send the right message to the right customer/prospect at the right Eme. Model lin of 4.5. • OpEmize sales targeEng for increased subscripEons of new customers and increased span of exisEng subscripEons • Real Eme ingest of the website click streams, Messagent interacEon data and markeEng database • Build a acquisiEon propensity predicEve model using on Random Forest techniques. • Acquire operaEonal efficiency which leads to a daily run of the acquisiEon model. • SelecEon of the prospect and customers to be targeted and expose individual DNA to execuEon
  • 20. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 20 Attract More Acquire Faster Engage Smarter Retain Longer & Stronger Experience the Difference with Lily for Greater Customer Life=me Value
  • 21. Copyright 2014 NGDATA®, Inc. ConfidenEal – DistribuEon prohibited without permission 21 stevenn@NGDATA.com