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What’s New in Uplift Optimizer 5.3
Patrick SurryProduct Manager
USA: 1 866 793 4279Austria 0800 28 1673Belgium: 0800 505 60Canada: 1 866 270 8076India 000800 100 6558Republic of Ireland: 1800 944 607Netherlands 0800 0233 593Norway: 800 164 90Spain 900 801 508Sweden: 0200 125 679UK: 0808 109 1441International: +44 20 8609 1476Access code 131716 #
Starting in 15 minutesStarting in 10 minutesStarting in 5 minutesStarting in 2 minutesStarting Now
© 2008 Portrait Software Strictly Confidential page 2
How to ask a Question
© 2008 Portrait Software Strictly Confidential page 3
What’s New in Uplift Optimizer 5.3
© 2008 Portrait Software Strictly Confidential page 4
What’s New in Uplift Optimizer 5.3
• Presenter: Patrick Surry
• Audience: Current users of Uplift Optimizer
• Goal: Highlight the key new features and functionality provided in version 5.3
• Format: A live demo with some slides
© 2008 Portrait Software Strictly Confidential page 5
Interaction Optimizer™
Campaign Manager™
Portrait Solutions
Sales
Service
Customer
AnalyticInsightAnalytic Insight
Analytic Insight
Your CRM
• Siebel• Microsoft• Salesforce.co
m
Your CRM
• Siebel• Microsoft• Salesforce.co
m
MarketingMarketing ChannelsMarketing Channels
Campaign ManagementCampaign
ManagementCampaign
Management
InteractionManagement
UpliftUplift
Interaction ManagementInteraction
Management
© 2008 Portrait Software Strictly Confidential page 6
Expert Opinion on Portrait’s Uplift Solution
“Telenor will realize an 11-fold increase in uplift campaign ROI when compared with existing programs”
– Gartner, “Magic Quadrant for Customer Data-Mining Applications 2008” , Gareth Herschel
“Innovative”
“Marketers can now add uplift modeling to the arsenal of tools”
- Forrester Research “Optimizing Customer Retention Programs”, Suresh Vittal
- Forrester Research “Optimizing Customer Retention Programs”, Suresh Vittal
© 2008 Portrait Software Strictly Confidential page 8
Uplift Modeling: Core Idea
• Traditional targeting is based on modeling outcomes, not uplift in outcomes
• Uplift Optimizer directly models the difference in behavior between a treated group and a control group to find the people most affected by an intervention
• This allows us to:– target people who are more likely to buy given an incentive, rather than
simply those likely to buy– target people who can be saved from attrition by an intervention, rather
than simply those likely to attrite– target people whose risk of default (or expected loss) can be reduced by
intervention, rather than simply those with high risk
© 2008 Portrait Software Strictly Confidential page 9
Uplift Targeting vs. Attrition Probability
0% 20% 40% 60% 80% 100%Proportion targeted
Att
riti
on
Ra
te
0%
4%
6%
8%
10%
2%
-6%
-2%
0%
2%
4%
-4%
Targeted
Control
Reduction in Attrition (Lift)
(Most likely to Attrite first)(Most likely to be saved first)
Up
lift
rat
e(c
han
ge
in A
ttrit
ion
prob
abi
lity)
© 2008 Portrait Software Strictly Confidential page 10
Stay Leave
Leave
Stay
Fundamental Segmentation for Retention
PERSUADABLES
SLEEPING DOGS
SURE THINGS
LOST CAUSES
When targeted
When not targeted
© 2008 Portrait Software Strictly Confidential page 11
MORE
SAVABLE
Attrition probability if not targeted
0
SLEEPING DOGS LOST CAUSES
SURE THINGS PERSUADABLES
Att
riti
on
pro
bab
ility
if t
arg
eted
Predicting Savability
© 2008 Portrait Software Strictly Confidential page 12
0%
20%
40%
60%
80%
100%
120%
0% 20% 40% 60% 80% 100%
Proportion targeted
Pro
po
rtio
n o
f in
cre
men
tal
eff
ect
Sure ThingsAct whether youtreat or not
© copyright Portrait Software 2007
1
2A
2B
3
PersuadablesOnly act if treated
Sleeping DogsAct only if not treated
2
No impactPositiveimpact
Negativeimpact
1 2 3
Incremental Impact for Retention
Lost CausesWill not act, even if treated
Put this money back into your
marketing budget
© 2008 Portrait Software Strictly Confidential page 13
Uplift Optimizer 5.3 Themes
• Increased Efficiency– Removed multiply-up stage– Performance enhancements for wide foci– Support implied case-weighting
• Improved Usability– Better diagnostic reports (navigation, heat-maps, summaries)– Integrated with Analytics 5.3, updated documentation– Added progress reporting, better system-wide defaults
• SAS Integration– Drive uplift modeling & reporting from SAS scripts– Deliver uplift models as SAS code, reports as SAS data– Read and write SAS datasets as always
General Availability: 3 November 2008(Rollout to all customers coordinated by Portrait Support)
© 2008 Portrait Software Strictly Confidential page 14
Demonstration
© 2008 Portrait Software Strictly Confidential page 15
Uplift Optimizer Futures
• Themes:– Business-user focus: vs. SAS user
(Excel reporting, financial forecasting, what-if analysis)– Enhanced automation: fire & forget
(uplift assessment, better parameter search, recommend best model)– Intelligent targeting for outbound• Self-arbitrating response vs. uplift analysis• Web-based• Simple wizard-style interface• Integrated with PCM
• Estimated availability: early 2009
© 2008 Portrait Software Strictly Confidential page 17
Customer Case Studies
Deliver next generation targeting for customer retention (churn) campaigns Removing negative effects thus decreasing both churn and campaign costs
Campaign ROI increased over 11 times previous campaigns Churn rate decreases by an additional 36% over traditional approach
• Traditional targeting reduced churn by 5% (from 23% to 18%)• But significant negative effects observed• Uplift model reduced these significantly
• Saving 40% of treatment costs• Further reducing churn to 6.8%
Business Goals
ROI
Without Uplift
With Uplift
Treated Volume
100%
Treated volume reduced by 40%
60%
Reduction in Overall Churn
Without Uplift
With Uplift
5% 6.8%
Results improved
36%
19 %
15 %14 %
12 %
14 % 13 %
15 %14 %
10 %11 %
9 %8 %
11 %10 %
9 %
23 %
19 %
17 %
14 %
18 %
16 %
20 %18 %
11 %
13 %
11 %9 %
13 %12 %
11 %
0 %
5 %
10 %
15 %
20 %
25 %
Konkurrentchurn Eksternchurn
Introduction of first prediction model
Introduction of refined prediction model
months
annu
al d
efec
tion
rate
Churn Reduced
© 2008 Portrait Software Strictly Confidential page 18
A Next Generation Marketing Solution
Slash marketing costs while boosting revenue and retention
Reduce customer ad fatigue Eliminate the negative impact of marketing Perfect for both inbound and outbound marketing Proven - power to extend any analytics environment The only packaged solution of its kind
Your Organization’s New Competitive Advantage
© 2008 Portrait Software Strictly Confidential page 19
Where to find out more …
• Uplift Optimizer Support website:
http://support.quadstone.com/info/releases/#uo5.3
• Documentation– What’s new in the Uplift Optimizer release notes– Updated Uplift Optimizer help
• Uplift Optimizer Support– Web Site: http://support.portraitsoftware.com/– Email: [email protected]– Tel: US 1-800-335-3860; All +44 131 240 3140
© 2008 Portrait Software Strictly Confidential page 20
www.portraitsoftware.com
Europe (Headquarters)The Smith Centre, The FairmileHenley-on-Thames, Oxfordshire,RG9 6AB, United KingdomT: +44 (0)1491 416600F: +44 (0)1491 416601
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Questions?