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Network Big Data: the underexploited resources for
Customer Experience Management

AfricaCom 2013
2
The amount of data is growing 40 times as fast as the
world population

Big Data Market reaching $50B in 5 years
3
© 2004-2013 Intersec - Confidential
4
© 2004-2013 Intersec - Confidential
Data from Mobile Use

Data from demographics

Data from Social
Networks

Data from Fix access

Data from Internal
Statistics / CRM

Augmented Knowledge through
Big Data
5
© 2004-2013 Intersec - Confidential
Through Real-time treatment and Advanced Data Correlation
capability, increased value can be provided to Mobile Operators

IMPROVE
SERVICES

data =
improved
business

IMPROVE
CUSTOMER
MANAGEMENT
data =
better targeted
advertising

SELL ACCESS
TO INSIGHTS

data =
increased
business

6
© 2004-2013 Intersec - Confidential
7
Big Data collection and analysis

Telecom
Network

Social Networks

Business
Support
Systems

From multiple sources and from 100s of million subscribers in real-time
Postpaid - Hybrid – Prepaid
Data - SMS - Location - Calls – Browsing - Points – Device Swap - Gender - Residence - Top-Up - Age - P2P - MMS

Customer knowledge enrichment in real time

Improved profiling
and targeting in realtime

Optimized resources
and tasks
redundancy

Increase in ARPU,
wallet-share and
NPS

Diminution on
retention costs due
to increased
customer
satisfaction
8

© 2004-2013 Intersec - Confidential
Nelson
Male,
29 years old

Likes: action movies,
comedy TV shows,
travelling abroad

Monthly Consumption:
Postpaid
150 minutes of voice calls
Average of 180 SMS & 10 MMS
Visits every two days his Facebook page
750 MB of mobile broadband
Acquired the latest Iphone 5C 2 months ago

Have a deep down view of every subscriber
Surprise and exceed expectations of
this high value customer by
providing third party bonuses:
theater tickets, gifts…

Value
17 days

MBB
Voice
Messaging

last 90 days

Tailor usage based on
actual consumption
patterns
- Stimulate MBB
increase
- OTT: currently
reducing voice and
text
- Must reverse decline
in revenue by
proposing contextual
services

Hi Nelson,
check out these new action
movie trailers in HD quality!
Why not streaming videos in
HD all the time? Benefit
from this new bundle…
Hi Nelson,
Are you travelling abroad
this summer? Benefit from
the following special voice
tariffs while roaming and
keep on talking with your
friends!

9
© 2004-2013 Intersec - Confidential
Competition launches
aggressive offer for
prepaid subscribers

Increasing churn rate of specific
prepaid segment since
competition’s offer

With Real-Time Big Data capabilities:
collect from IN, BI, CRM, MSC…
subscriber data instantly and detect
revenue leakage immediately

Revenue leakage
Increased retention and
customer satisfaction

Assane’s Monthly Consumption:
Prepaid
60 minutes of voice calls
Average of 45 SMS & 5 MMS
200 MB
Top-ups every 5 days an amount of
X when Y threshold is reached

+
service cannibalization and
revenue leakage avoidance

Detect in real-time
Define autonomously
Deliver a personalized offer

in 10 minutes

Send a counter offer
according to personalized
consumption patterns
Or
A free of charge item from
the product catalog
without the need to
parametrize the rating
system (IT independent)

Select among 9
telco-specific
channels for BTL
communication

willing to benefit from the
competition’s offer
With Dynamic Targeting
capabilities, create a specific microsegment and include/exclude
automatically all subscribers fitting
targeting criteria

10
© 2004-2013 Intersec - Confidential
Katlyn lives in Cape Town
300 minutes of 340 SMS & 30
MMS
2GB of mobile broadband
Loves TV shows
Opt-in to share location

We geofence the departure
area (indoor) within Cape
Town’s main train station
through wi-fi hot spots, to
trigger people who potentially
will be taking the train within
the next hour.

The new season of Africa Star just
started two weeks ago: big buzz
around this TV show.

15 minutes later
Expectations exceeded by personalized
and relevant surprise: “Great! I can kill
time in the train watching the new
season of African Star!”
Reward for network off-load +
incitation to use wifi-hot spots
Surprise & Delight

Hi Katlyn, why not
watching the new
season of Africa Star
for x ZAR? Subscribe
now to our TV
streaming service and
get –x% off!

Katlyn and other
passengers opt-in, since
they will be killing time
with personalized
content based on real
interest.

From the triggered base, we are
able to send an offer to opt-ins
so they can download content
though the MNO’s wifi hot-spots
in the station

For increased
segmentation, capability
to correlate location and
browsed data: TV shows,
music…

Launch the offer
minutes before
boarding: the
best time for
subscription.

11
© 2004-2013 Intersec - Confidential
STIMULATING
TOP-UPS

Encourage these customers to top up at “above” average amounts
in exchange for on-net bonuses tailored to each value segment

STIMULATING
USAGE

Stimulate usage by value segment (mainly off-net, international
and VAS)

REVIVING INACTIVE
ACCOUNTS

Encourage inactive customers to recharge by giving them on-net
bonuses

SECURING AT-RISK
CUSTOMERS

Give a BTL price advantage to at-risk customers

OFFER
MIGRATION

Migrate certain customers to an offering better-suited to their
usage to increase their "Life Time Value"

HANDSET
RENEWAL

Propose to a targeted set of customers to change mobile to
increase their "Life Time Value“ and develop new usages

12
© 2004-2013 Intersec - Confidential
Campaign results

Campaign Description
Targeted subscribers
• Subscribers with Low Balance (less than 1
Euro) and located close to Operator’s shops

• 57% of subscribers visited the recommended shop
during the day
• 7% of subscribers visited the same shop one more
time during the next month (second purchase)
Comparing with Control Group

Sales initiation Trigger

100
90
80

• Subscriber enters the area less than 500
meters around Operator’s Shop

70
60
50
40

Offer
• “You’re just 500 meters away from our
shop on Main Street. Visit us and top-on
150 ZAR today and get 30 minutes free”

30
20
10
0
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8
Alive Group

Control Group

13
© 2004-2013 Intersec - Confidential
Campaign results

Campaign Description
Targeted subscribers
• Subscribers with ARPU lowest than average
in urban area

• 6 % of subscribers made additional refill
• 4 % of subscribers start to refill more after 4th week

• Subscribers make irregular payment on
weekly bases nearly 1/5 of regular ARPU

Comparing with Control Group
90

Sales initiation Trigger

80
70

• Subscriber made payment on 1/5 of
ARPU

60
50
40
30

Offer
• «Refill your balance on 100 more ZAR till
the end of this week and get 10 minutes
of local calls for free”

20
10
0
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8
Alive Group

Control Group

14
© 2004-2013 Intersec - Confidential
Campaign results

Campaign Description
Targeted subscribers
• Subscribers with old feature phones
• Subscriber with annual contract close to
finish (during the next 1-2 months)

• 14% of subscribers made phone upgrade with a new
annual contract during the next month
• 11% of subscribers visited same shop one more time
during the next three months (second purchase)
Comparing with Control Group

• Subscribers with active Loyalty account
35

Sales initiation Trigger

• Subscriber entering the area close to the
Operator’s shop

30
25
20
15

Offer
• “Offer of the month: you can upgrade
your mobile for the new HTC Q1. Visit our
shop in Main Street right now, or activate
discount by answering this SMS.”

10
5
0
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8
Alive Group

Control Group

15
© 2004-2013 Intersec - Confidential
Campaign results

Campaign Description
Targeted subscribers
• Subscribers with Samsung Galaxy S
• ARPU between 150 and 200 ZAR

• 21% of subscribers was interesting in campaign
(answered on interactive SMS offer)
• 8% of subscribers start to using Mobile Internet after
participation in campaign

• Subscribers not used internet during last
two months, but keep positive balance

Comparing with Control Group
800

Sales initiation Trigger
• Subscriber made alone GPRS session with
volume between 100Kb and 300 Kb more
than 48 hours ago

700
600
500
400
300

Offer
• “You can benefit from a great offer: enjoy
one week of Free internet access. Press
“1” for activation.”

200
100
0
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8

Alive Group

Control Group

16
© 2004-2013 Intersec - Confidential
17
REAL-TIME MASS SCALE LOCATION FOR
VALUABLE INSIGHTS
Smart Analytics
Internal Use
Real-time big
data collection

Customer
knowledge,
behaviour

CRM data
Customer Activity
Real-time network events

Customer
present
Location
consolidation

GeoMarketing
B2B

Data Mining

Packaged Insight Analytics for internal usage
External B2B Analytics of anonymised data
including Geomarketing
18

© 2004-2013 Intersec - Confidential
Business
Development

350

Ops/Planning

260

Site Planning

520

Sls & Mkting

2 180
260

280

10

10

350

1 940

330

910

100

180

1 660

120

400

1 590

380 210

390

590

4 480

190

570

2 030

11 000

190

650

150

600

110

80
1 080

Total

260

Others

Events

80

430

70

180

120

40

20

Transport

Utilities

40

4 450

Local Gov

140

Advertising

20

Telecom

90

Advertising

870

Total
(millions $)

Principal markets:
Retail
Public sector
Transportation
Tourism

Research

Mkt Research

Global geo-marketing market
estimated reaching 11 billion
USD in 2016

Retail

Market:

M-commerce

Location Insight Services Value by industry and sector (by 2016)

850

180

10

840 340

360

870

Source: STL Partners August 2013

19
© 2004-2013 Intersec - Confidential
Local GeoMarketing
study for several
merchandizing areas
based on actual events.

$100K

Provide an objective
view of the best area for
the opening of a new
point of sales.

Objectives:

Solution:

Provide a study based on contextual information to
position itself as the leading mobile operator in the
French contextual big data market

IGLOO geofenced zone (existing mall) to identify
customers. Study’s objectives:
Get their origin
Analyze consumers behavior (visit rate)
Identify new Point Of Sales from existing
customer’s origin
Get in real time attendance statistic

Results:
New identified catchment area

20
© 2004-2013 Intersec - Confidential
Soccer game event
France – Belarus – September 2012

Stade de France attendees positions

Geo-fence around the stadium
Get anonymized list of the event
attendees
Regular anonymous updates of
attendees location after the event
Multiple usage of the results:
• Transportation traffic flow and congestion monitoring and optimization
• Targeted marketing campaign to football fans

21
© 2004-2013 Intersec - Confidential
22
Fraud management:

Internal
use cases

•
•
•
•
•

Non-coherent account;
Modified IMEI;
Tracking of stolen devices;
Unauthorized usages;
Retail network fraud detection

Real time reporting:
•
•
•
•
•

Plug & Play MVNO reporting
M2M offers management (internet of things, Fleet management, smartgrid)
Real time reporting for hero device launch
4G network mapping with relevant customer segment
Mobile equipment lifecycle analysis

Legal requests:

External
use cases

•
•
•
•
•
•

Location Based Advertising:
•
•

23

Forensic investigation
Sensitive workforce tracking and Alerts
Real time malware detection
Proximity Pattern between MSISDN and/or IMEI (Handset SN) and/or IMSI (SIM)
Time or Location Correlation
On/ Off detection on Mobile activity

Enhanced campaign efficiency for brands by 30%
No frustration for the customer as the promotion is sent only when he is ready to
purchase (close to the selling point)
Telco Marketing teams

Smart Query

Third Party Apps

Quick Map Reduce

Data Stores
Subscriber
Datamart

Enablement

Rule Engine
History
Store

Location
Cache

Network
Stacks

Data Collection

Probes

Prepaid Billing

DPI

Core network

MSS

Postpaid Billing

GGSN

Content Providers

Mobile Broadband
usage

Intersec Core Technologies

Internal Platforms

Users

Messaging stream

Location
stream

MSS

IT Platforms
Billing/CRM

24
© 2004-2013 Intersec - Confidential
Intersec Big Data Customer
Value Management won the
jury’s “
”
award
as «
» at the AfricaCom
Awards 2012 and is
nominated for 2013
Intersec enters the “Red
Herring Global top 100”.
This prestigious prize
rewards European startup’s
innovations and
technologies

June 2013 - Intersec
awarded at "Trophées
Chefs d’Entreprise 2013",
in the Innovation category
thanks to Intersec Big Data
mass-scale Location

Intersec is nominated for
the
2013

SFR won a 2013 Big Data award for dynamic
GeoMarketing using Intersec’s technology
25
© 2004-2013 Intersec - Confidential
Thank You
www.intersec.com

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Network Big Data: under exploited resources for customer experience management.

  • 1. This document is offered compliments of BSP Media Group. www.bspmediagroup.com All rights reserved.
  • 2. Network Big Data: the underexploited resources for Customer Experience Management AfricaCom 2013
  • 3. 2
  • 4. The amount of data is growing 40 times as fast as the world population Big Data Market reaching $50B in 5 years 3 © 2004-2013 Intersec - Confidential
  • 5. 4 © 2004-2013 Intersec - Confidential
  • 6. Data from Mobile Use Data from demographics Data from Social Networks Data from Fix access Data from Internal Statistics / CRM Augmented Knowledge through Big Data 5 © 2004-2013 Intersec - Confidential
  • 7. Through Real-time treatment and Advanced Data Correlation capability, increased value can be provided to Mobile Operators IMPROVE SERVICES data = improved business IMPROVE CUSTOMER MANAGEMENT data = better targeted advertising SELL ACCESS TO INSIGHTS data = increased business 6 © 2004-2013 Intersec - Confidential
  • 8. 7
  • 9. Big Data collection and analysis Telecom Network Social Networks Business Support Systems From multiple sources and from 100s of million subscribers in real-time Postpaid - Hybrid – Prepaid Data - SMS - Location - Calls – Browsing - Points – Device Swap - Gender - Residence - Top-Up - Age - P2P - MMS Customer knowledge enrichment in real time Improved profiling and targeting in realtime Optimized resources and tasks redundancy Increase in ARPU, wallet-share and NPS Diminution on retention costs due to increased customer satisfaction 8 © 2004-2013 Intersec - Confidential
  • 10. Nelson Male, 29 years old Likes: action movies, comedy TV shows, travelling abroad Monthly Consumption: Postpaid 150 minutes of voice calls Average of 180 SMS & 10 MMS Visits every two days his Facebook page 750 MB of mobile broadband Acquired the latest Iphone 5C 2 months ago Have a deep down view of every subscriber Surprise and exceed expectations of this high value customer by providing third party bonuses: theater tickets, gifts… Value 17 days MBB Voice Messaging last 90 days Tailor usage based on actual consumption patterns - Stimulate MBB increase - OTT: currently reducing voice and text - Must reverse decline in revenue by proposing contextual services Hi Nelson, check out these new action movie trailers in HD quality! Why not streaming videos in HD all the time? Benefit from this new bundle… Hi Nelson, Are you travelling abroad this summer? Benefit from the following special voice tariffs while roaming and keep on talking with your friends! 9 © 2004-2013 Intersec - Confidential
  • 11. Competition launches aggressive offer for prepaid subscribers Increasing churn rate of specific prepaid segment since competition’s offer With Real-Time Big Data capabilities: collect from IN, BI, CRM, MSC… subscriber data instantly and detect revenue leakage immediately Revenue leakage Increased retention and customer satisfaction Assane’s Monthly Consumption: Prepaid 60 minutes of voice calls Average of 45 SMS & 5 MMS 200 MB Top-ups every 5 days an amount of X when Y threshold is reached + service cannibalization and revenue leakage avoidance Detect in real-time Define autonomously Deliver a personalized offer in 10 minutes Send a counter offer according to personalized consumption patterns Or A free of charge item from the product catalog without the need to parametrize the rating system (IT independent) Select among 9 telco-specific channels for BTL communication willing to benefit from the competition’s offer With Dynamic Targeting capabilities, create a specific microsegment and include/exclude automatically all subscribers fitting targeting criteria 10 © 2004-2013 Intersec - Confidential
  • 12. Katlyn lives in Cape Town 300 minutes of 340 SMS & 30 MMS 2GB of mobile broadband Loves TV shows Opt-in to share location We geofence the departure area (indoor) within Cape Town’s main train station through wi-fi hot spots, to trigger people who potentially will be taking the train within the next hour. The new season of Africa Star just started two weeks ago: big buzz around this TV show. 15 minutes later Expectations exceeded by personalized and relevant surprise: “Great! I can kill time in the train watching the new season of African Star!” Reward for network off-load + incitation to use wifi-hot spots Surprise & Delight Hi Katlyn, why not watching the new season of Africa Star for x ZAR? Subscribe now to our TV streaming service and get –x% off! Katlyn and other passengers opt-in, since they will be killing time with personalized content based on real interest. From the triggered base, we are able to send an offer to opt-ins so they can download content though the MNO’s wifi hot-spots in the station For increased segmentation, capability to correlate location and browsed data: TV shows, music… Launch the offer minutes before boarding: the best time for subscription. 11 © 2004-2013 Intersec - Confidential
  • 13. STIMULATING TOP-UPS Encourage these customers to top up at “above” average amounts in exchange for on-net bonuses tailored to each value segment STIMULATING USAGE Stimulate usage by value segment (mainly off-net, international and VAS) REVIVING INACTIVE ACCOUNTS Encourage inactive customers to recharge by giving them on-net bonuses SECURING AT-RISK CUSTOMERS Give a BTL price advantage to at-risk customers OFFER MIGRATION Migrate certain customers to an offering better-suited to their usage to increase their "Life Time Value" HANDSET RENEWAL Propose to a targeted set of customers to change mobile to increase their "Life Time Value“ and develop new usages 12 © 2004-2013 Intersec - Confidential
  • 14. Campaign results Campaign Description Targeted subscribers • Subscribers with Low Balance (less than 1 Euro) and located close to Operator’s shops • 57% of subscribers visited the recommended shop during the day • 7% of subscribers visited the same shop one more time during the next month (second purchase) Comparing with Control Group Sales initiation Trigger 100 90 80 • Subscriber enters the area less than 500 meters around Operator’s Shop 70 60 50 40 Offer • “You’re just 500 meters away from our shop on Main Street. Visit us and top-on 150 ZAR today and get 30 minutes free” 30 20 10 0 Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Alive Group Control Group 13 © 2004-2013 Intersec - Confidential
  • 15. Campaign results Campaign Description Targeted subscribers • Subscribers with ARPU lowest than average in urban area • 6 % of subscribers made additional refill • 4 % of subscribers start to refill more after 4th week • Subscribers make irregular payment on weekly bases nearly 1/5 of regular ARPU Comparing with Control Group 90 Sales initiation Trigger 80 70 • Subscriber made payment on 1/5 of ARPU 60 50 40 30 Offer • «Refill your balance on 100 more ZAR till the end of this week and get 10 minutes of local calls for free” 20 10 0 Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Alive Group Control Group 14 © 2004-2013 Intersec - Confidential
  • 16. Campaign results Campaign Description Targeted subscribers • Subscribers with old feature phones • Subscriber with annual contract close to finish (during the next 1-2 months) • 14% of subscribers made phone upgrade with a new annual contract during the next month • 11% of subscribers visited same shop one more time during the next three months (second purchase) Comparing with Control Group • Subscribers with active Loyalty account 35 Sales initiation Trigger • Subscriber entering the area close to the Operator’s shop 30 25 20 15 Offer • “Offer of the month: you can upgrade your mobile for the new HTC Q1. Visit our shop in Main Street right now, or activate discount by answering this SMS.” 10 5 0 Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Alive Group Control Group 15 © 2004-2013 Intersec - Confidential
  • 17. Campaign results Campaign Description Targeted subscribers • Subscribers with Samsung Galaxy S • ARPU between 150 and 200 ZAR • 21% of subscribers was interesting in campaign (answered on interactive SMS offer) • 8% of subscribers start to using Mobile Internet after participation in campaign • Subscribers not used internet during last two months, but keep positive balance Comparing with Control Group 800 Sales initiation Trigger • Subscriber made alone GPRS session with volume between 100Kb and 300 Kb more than 48 hours ago 700 600 500 400 300 Offer • “You can benefit from a great offer: enjoy one week of Free internet access. Press “1” for activation.” 200 100 0 Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Alive Group Control Group 16 © 2004-2013 Intersec - Confidential
  • 18. 17
  • 19. REAL-TIME MASS SCALE LOCATION FOR VALUABLE INSIGHTS Smart Analytics Internal Use Real-time big data collection Customer knowledge, behaviour CRM data Customer Activity Real-time network events Customer present Location consolidation GeoMarketing B2B Data Mining Packaged Insight Analytics for internal usage External B2B Analytics of anonymised data including Geomarketing 18 © 2004-2013 Intersec - Confidential
  • 20. Business Development 350 Ops/Planning 260 Site Planning 520 Sls & Mkting 2 180 260 280 10 10 350 1 940 330 910 100 180 1 660 120 400 1 590 380 210 390 590 4 480 190 570 2 030 11 000 190 650 150 600 110 80 1 080 Total 260 Others Events 80 430 70 180 120 40 20 Transport Utilities 40 4 450 Local Gov 140 Advertising 20 Telecom 90 Advertising 870 Total (millions $) Principal markets: Retail Public sector Transportation Tourism Research Mkt Research Global geo-marketing market estimated reaching 11 billion USD in 2016 Retail Market: M-commerce Location Insight Services Value by industry and sector (by 2016) 850 180 10 840 340 360 870 Source: STL Partners August 2013 19 © 2004-2013 Intersec - Confidential
  • 21. Local GeoMarketing study for several merchandizing areas based on actual events. $100K Provide an objective view of the best area for the opening of a new point of sales. Objectives: Solution: Provide a study based on contextual information to position itself as the leading mobile operator in the French contextual big data market IGLOO geofenced zone (existing mall) to identify customers. Study’s objectives: Get their origin Analyze consumers behavior (visit rate) Identify new Point Of Sales from existing customer’s origin Get in real time attendance statistic Results: New identified catchment area 20 © 2004-2013 Intersec - Confidential
  • 22. Soccer game event France – Belarus – September 2012 Stade de France attendees positions Geo-fence around the stadium Get anonymized list of the event attendees Regular anonymous updates of attendees location after the event Multiple usage of the results: • Transportation traffic flow and congestion monitoring and optimization • Targeted marketing campaign to football fans 21 © 2004-2013 Intersec - Confidential
  • 23. 22
  • 24. Fraud management: Internal use cases • • • • • Non-coherent account; Modified IMEI; Tracking of stolen devices; Unauthorized usages; Retail network fraud detection Real time reporting: • • • • • Plug & Play MVNO reporting M2M offers management (internet of things, Fleet management, smartgrid) Real time reporting for hero device launch 4G network mapping with relevant customer segment Mobile equipment lifecycle analysis Legal requests: External use cases • • • • • • Location Based Advertising: • • 23 Forensic investigation Sensitive workforce tracking and Alerts Real time malware detection Proximity Pattern between MSISDN and/or IMEI (Handset SN) and/or IMSI (SIM) Time or Location Correlation On/ Off detection on Mobile activity Enhanced campaign efficiency for brands by 30% No frustration for the customer as the promotion is sent only when he is ready to purchase (close to the selling point)
  • 25. Telco Marketing teams Smart Query Third Party Apps Quick Map Reduce Data Stores Subscriber Datamart Enablement Rule Engine History Store Location Cache Network Stacks Data Collection Probes Prepaid Billing DPI Core network MSS Postpaid Billing GGSN Content Providers Mobile Broadband usage Intersec Core Technologies Internal Platforms Users Messaging stream Location stream MSS IT Platforms Billing/CRM 24 © 2004-2013 Intersec - Confidential
  • 26. Intersec Big Data Customer Value Management won the jury’s “ ” award as « » at the AfricaCom Awards 2012 and is nominated for 2013 Intersec enters the “Red Herring Global top 100”. This prestigious prize rewards European startup’s innovations and technologies June 2013 - Intersec awarded at "Trophées Chefs d’Entreprise 2013", in the Innovation category thanks to Intersec Big Data mass-scale Location Intersec is nominated for the 2013 SFR won a 2013 Big Data award for dynamic GeoMarketing using Intersec’s technology 25 © 2004-2013 Intersec - Confidential