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Profitability Challange in Casco –
Putting Demand into Work
İstanbul, 07.04.2014
Copyright © 2014, Anadolu Sigorta. Tüm hakları saklıdır.
Agenda
What we are facing …
The big picture - A look at the market
What we do and how we do them …
Current applications of the companies
What we should do …
More on marketing
What the challanges are …
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The Big Picture…
18 mio vehicles
Agencies
13,3
4,7
mio
mio
Banks
Aggregators
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37
non-life
insurance
companie
s
What we do
We (non-life companies) are…
Selling almost the same «packaged» product
Having nearly the same «after sales» service quality
Focusing on the same «customer portfolio»
Competing on only «prices»
After all what we expect to see at the bottom line
are…
Growth
Profit
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Cost Based Modelling
How we do the pricing
Margin
Op. Cost
Adjust rates
according to
the market
(usually
downwards)
Pure
Premium
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#2
#1
#3
#4
Competitors
What we should do
Try to attract the remaining 13,3 mio.
Discover their utility functions.
What risks they think that they face.
Increase awareness.
How much they are willing to pay to avoid
those risks.
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What we should do
Try to optimise income for the 4,7 mio.
Discover elasticity of the demand per
customer.
Optimise the probability of renewal or
accepting the proposal.
Discover the efficient frontier for the
portfolio.
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What we should do
Insurance
Company’s
View
?
?
?
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Customer
View
= u ( x1; x2; …)
Customer behaves
according to her/his
utility function.
What we should do
Cost-Based
Modelling
• Univariate & Multivariate
Analyses
• Frequency & Severity Models
Competitive
Pricing
• Deeper benchmarking
• Forecasting the competitors’
tariffs
Behavioral
Pricing
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• Demand forecasting
• Renewal analysis
• New business analysis
How we should do
Behavioral
Pricing
Goal
Discovering competitors’
pricing
Forecasting customers’
choices
Measuring the elasticity
for demand
How?
Reverse engineering the
competitors’ tariffs
Construct demand models –
train&test
Measuring the effect of
pricing decisions
Employ «what-if» scenarios
Growth/Profit
Optimization
Using optimization algorithms
for goal management
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What we should do
Profit
Attainable profit level
for the same GWP level
B
C
A
D
Attainable GWP level for
the same profit level
Efficient frontier
GWP
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Challanges & critical points
Objective setting.
Choosing the right mix – technical & commercial.
Organizational engagement between marketing and
actuarial functions.
Legal framework for capturing the competition data.
System requirements and speed to market.
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Thank you very much …
Copyright © 2014, Anadolu Sigorta. Tüm hakları saklıdır.