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High Performance Marketing
Conference 2012

Aviva UK Life & Pensions

?




    Copyright © 2010 Accenture All Rights Reserved. Accenture, its logo, and High Performance Delivered are trademarks of Accenture.
Aviva UK Life & Pensions

                                       Existing Customer Management:
                                       Poor data, no analytics, no chance?


Copyright © 2010 Accenture All Rights Reserved. Accenture, its logo, and High Performance Delivered are trademarks of Accenture.
Contents




  • Background & Context
  • Existing Customer Management
  • From Tactical to Strategic
  • Benefits & Reflections




                                   3
Background & context




                       4
About Aviva

    A significant global business:

    - 6th largest insurer globally

    - 44m customers

    - 12 focus markets

    - 36,000 employees

    - 300bn+ funds under mgt


                                         A clear strategy:

                                         - Geographic focus

                                         - Exploit composite advantage

                                         - Build on core capabilities
© 2011 Accenture. All rights reserved.                                  5
Aviva UK – a 300 year pedigree


                                                     • Life, pensions, savings and retirement
                                         UK Life     • 12% market share
                                                     • 6.5m customers mostly through IFA and
                                                       Bancassurance

                                                     • House, car, pet, business insurance
                                         UK GI
                                                     • Direct and broker distribution
                                                     • 6m customers



                                                     • Private medical insurance and group
                                         UK Health     risk
                                                     • Direct and intermediated business
                                                     • #3 in market



© 2011 Accenture. All rights reserved.                                                          6
Aviva UK Life – the problem and the opportunity

                                     Problem
      More customers leaving than arriving
                                                         Existing Customer
      £XXXm commission bill                               Management:

      Creaking legacy infrastructure                      “We’ll invest in
                                                       analytics-led customer
      Overwhelmingly intermediated                    marketing to drive more
                                                       value from our existing
                                                                base”

                                  Opportunity

                 6.5m customers

                 Regulatory dynamics

                 Compelling customer brand


© 2011 Accenture. All rights reserved.                                           7
Existing Customer Management




                               8
Starting from a low base

Old approach constrained by:   New brand position focused   Existing Customer Management
                                  on understanding the                team created
                                individual customer and
                                     being relevant

 • Poor view of customer
                                                            • Increase up/ cross sell,
   data
                                                              retention, rollover
 • No analytics tools                                         campaigns with
                                                              analytics
 • No analytical skills
                                                            • Identify additional
 • Campaign selections
                                                              opportunities
   by intuition /
   experience                                               • Build Aviva internal
                                                              sustainability
 • Little visibility of new
   opportunities                                            • Define the roadmap
                                                              and investment case
 • DM campaigns with
   long lead times                                          • Pilot value from
                                                              customer analytics
 • Belief DQ = bad
Key project phases and evolution of capability

                Proof of value / pilot             Value exploitation             Analytics managed service
   Feb’10                                Aug.’10                        Feb’ 11            Jul’ 11            March 2012


      •Data Check
      •Exploratory Analytics
      •Test Campaigns
      •Process Changes
      •Build Awareness       •Increase Campaign
                              Volumes
                             •Test Multiple Channels
                              / Mechanics
                             •Broaden Use
                 UK                              •Inform Customer Retention
                                                  Strategy
                                                 •Inform IFA Analytics
                                                  Proposition
                    Italy                        •Campaign Prioritisation
                               India             •Pure Off-shore Model
                                                 •Transition To In-House (plan)

© 2011 Accenture. All rights reserved.                                                                                 10
Did we have poor data?
    We developed a new “single-view-of-the- customer”
                                                                      Life Insurance Data Model Structure


             Policy                      Value Segment   Complaints



                                         Demographics
            Claims                                       Payments




               DWH                           DWH         Campaigns




Accenture’s Life Insurance
Customer Analytic Record (CAR):
• Facilitates rapid descriptive and
  propensity model development
• Identified overall data quality and
  identify key data gaps.


                                                                                                            11
© 2011 Accenture. All rights reserved.
If you really want to know what it looked like…
Descriptive Modelling: shining a light to identify value
                                                      Multiple Layers Of Analysis ….
                                                                                       2ND POLICY

                               1ST POLICY       Annuities
                                                             Group
                                                            Pension
                                                                           • X.X million Life policyProtection records in our CIC database
                                                                     Investments
                                                                                 Individual
                                                                                  Pension
                                                                                             Equity
                                                                                            Release
                                                                                                     holder Unknow Grand Total
                                                                                                                  Life
                                       31% are joint 59%
                               Annuities                          0%        31%           2%          3%          4%         0%          88,528
                               GPP     policies
                               Investments
                                                       8%
                                                       5%
                                                                 49%
                                                                  1%
                                                                           • X.X million are currently active
                                                                             3%
                                                                            66%
                                                                                      21%
                                                                                       9%
                                                                                               0%
                                                                                               0%
                                                                                                       19%
                                                                                                       18%
                                                                                                                             0%
                                                                                                                             0%
                                                                                                                                         48,815
                                                                                                                                        442,480
                               IPP                    18%         7%        11%          40%          0%        24%          0%         331,664
                               Equity Release
                               Protection
                                                       3%
                                                       2%
                                                                  0%
                                                                  3%
                                                                           • Average Life product holding is 1.06 products.
                                                                            19%
                                                                             8%
                                                                                     0%
                                                                                     9%
                                                                                             64%
                                                                                              1%
                                                                                                      13%
                                                                                                      77%
                                                                                                                             0%
                                                                                                                             0%
                                                                                                                                          9,382
                                                                                                                                        407,887
                               Uknown Life             8%         2%        50%           9%          1%        21%         10%           4,953
XXm no longer active          X.Xm active Life1
                               Grand Total            11%         5%       • Average 17% policy holding is 1.2 policies.
                                                                            29%      Life     1%      36%                    0%       1,333,709
  Life1 Customers                Customers

                                                                     Product          PH with Single PH with Single PH with            PH with         Total Policy
                                                                     Holdings         Policy (#)     Policy (%)     multiple           multiple        Holders (PH)
                                                                                                                    policies within    policies within (#)
                                                                                                                    same product       same product
   X.Xm customers              X.Xmil     X.Xm customers                                                            holding            holding (%)
   with at least one     customers with with at least one            Protection
   Protection policy     at least one IPP   Investment
                         policy, 0.5m for      policy                Investments
                          GPP, 0.6m for                              IPP
                         Annuities, 0.1m
                             for Equity                              GPP
                              Release                                Annuities
                                                                     Equity Release



     X.Xm Active Life1            X.Xm Active Joint
         Policies                   Life1 Policies


                           X.X.m Policyholders are between
                            35 and 49 and represent future
                                  growth opportunity

                                                       90 Campaign Ideas Generated
© 2011 Accenture. All rights reserved.                                                                                                                                13
Campaign targeting through analytics

                     Propensity Model Top 2
                     Deciles of Customers –
                              203K



                       Active policy holders
                              – 144K



                              Age Profiling Cut
                             (30 -60 yrs)– 108K




                                Has Phone–
                                   74 K




Increased targeting by             After
applying filters based on        Supp. 28K
insights from profiling of
responders


                                                  14
Campaign results - significant uplift over BAU selection



       CAMPAIGNS                     LIFT OVER RANDOM
       ANNUITY CROSS_SELL            2.59
       PROTECT CROSS_SELL            1.57
       EQUITY RELEASE CROSS_SELL     1.36
       MOTOR TO LIFE                 1.5
       HOME TO LIFE                  3.8
       IPP RESTART                   0.9 (negative performance)
       Annuity Pensions base         7.1
       Annuity Non Pensions base     3.6




                                                                  15
From tactical to strategic




                             16
Strategic Analysis: IFA (Financial advisor Base)



                                                   1
    PROJECT APPROACH                                                   PARTNER WITH IFA TO CROSS- SELL HIGH
                                                     Track IFA         VALUE PRODUCTS
                                                   Performance
                                                                       PARTNER WITH IFA TO CROSS- SELL
                                                                       STRATEGIC PRODUCT LINES IFA IS NOT
                                                                       OPERATING IN
                 4                                          2
                                                        Data driven    RE-TIERING
                 Execute
                                                          insights
                  agreed
                                            3           delivered to   BRING IN-HOUSE DM OPERATION /
                 actions                                    IFA’s      RESPONSIBILITY FOR NON-STRATEGIC IFA’s
                                  Plan and prioritise
                                  actions on IFA Base




© 2011 Accenture. All rights reserved.                                                                          17
Strategic Analysis - churn segmentation

   • Cluster analysis of inactive accounts to identify the
     types of customer attitudes and behaviour toward
                                                             Joint holders : 10%
     churn.                                                  Active products and joint policy
   • Overlaid sample of bond surrender customer feedback     holder group
     to validate
                                                             Loyal customers : 17%
                                                             Middle age group, matured policies,
                                                             high tenure group, pension and
                                                             annuity base, mostly IFA customers


                                                             Protection seekers : 19%
                                                             Young customers, protection
                                                             focused group


                                                             Golden geese: 19%
                                                             Older customer, high value and
                                                             high ticket policy holder with bond
                                                             surrender

                                                             Movers & Changers: 35%
                                                             Older customer, voluntary inactive
                                                             group, low value, joint
                                                             policyholders, pension customers

© 2011 Accenture. All rights reserved.                                                             18
Benefits & Reflections




                         19
Benefits delivered

    1. Incremental sales                 •   Uplift of 2.84 in sales conversion achieved against
      conversion & revenues                  BAU customer selections.
                                         • £XXmillion incremental value delivered through ECM
                                          campaigns 2011
                                         •200k customers added to multiple Life policy holders
                                          in 18 months: 23% vs 20.5% (adding in GI policies
                                          34% vs 26%)


                                         •   25+ insight driven campaign waves executed
      2. Campaign Management
      & Process                          • First cross BU campaign by customer management team
                                         • Campaign timelines reduced by 50%
                                         • 100% increase in marketable base by challenging
                                          existing suppressions and data management routines


      3. Analytics & Strategy            • Proved tactical and strategic value of analytics
                                         • Insight generation and dissemination has led to
                                          snowball of new insight requests
© 2011 Accenture. All rights reserved.
                                         •                                                         20
Reflections from Aviva




• We developed analytics too early – the marketing infrastructure wasn’t ready

• The business wasn’t bought in enough – limiting the effectiveness of some campaigns

• We can use analytics as a tradeable currency – why aren’t we doing more?

• Is there more we can use CIC for... Predictive underwriting...?

• We still haven’t developed processes to deploy the analytics in anger – but we are near

• The value added from Accenture was outstanding – far more that their remit……..




                                                                                            21
Aviva’s Accenture Legacy




• We have proven the case for analytics in UK Life

• We have reduced campaign speed to market substantially

• We have a usable single customer view… after 6 years of trying

• We have sold the benefits of analytics to the wider UK region

But essentially……

• We have a platform for significant value growth over three years




                                                                     22
Questions?




             23

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HPMC12: Aviva - Existing Customer Management: Poor data,no analytics,no chance?

  • 1. High Performance Marketing Conference 2012 Aviva UK Life & Pensions ? Copyright © 2010 Accenture All Rights Reserved. Accenture, its logo, and High Performance Delivered are trademarks of Accenture.
  • 2. Aviva UK Life & Pensions Existing Customer Management: Poor data, no analytics, no chance? Copyright © 2010 Accenture All Rights Reserved. Accenture, its logo, and High Performance Delivered are trademarks of Accenture.
  • 3. Contents • Background & Context • Existing Customer Management • From Tactical to Strategic • Benefits & Reflections 3
  • 5. About Aviva A significant global business: - 6th largest insurer globally - 44m customers - 12 focus markets - 36,000 employees - 300bn+ funds under mgt A clear strategy: - Geographic focus - Exploit composite advantage - Build on core capabilities © 2011 Accenture. All rights reserved. 5
  • 6. Aviva UK – a 300 year pedigree • Life, pensions, savings and retirement UK Life • 12% market share • 6.5m customers mostly through IFA and Bancassurance • House, car, pet, business insurance UK GI • Direct and broker distribution • 6m customers • Private medical insurance and group UK Health risk • Direct and intermediated business • #3 in market © 2011 Accenture. All rights reserved. 6
  • 7. Aviva UK Life – the problem and the opportunity Problem  More customers leaving than arriving Existing Customer  £XXXm commission bill Management:  Creaking legacy infrastructure “We’ll invest in analytics-led customer  Overwhelmingly intermediated marketing to drive more value from our existing base” Opportunity  6.5m customers  Regulatory dynamics  Compelling customer brand © 2011 Accenture. All rights reserved. 7
  • 9. Starting from a low base Old approach constrained by: New brand position focused Existing Customer Management on understanding the team created individual customer and being relevant • Poor view of customer • Increase up/ cross sell, data retention, rollover • No analytics tools campaigns with analytics • No analytical skills • Identify additional • Campaign selections opportunities by intuition / experience • Build Aviva internal sustainability • Little visibility of new opportunities • Define the roadmap and investment case • DM campaigns with long lead times • Pilot value from customer analytics • Belief DQ = bad
  • 10. Key project phases and evolution of capability Proof of value / pilot Value exploitation Analytics managed service Feb’10 Aug.’10 Feb’ 11 Jul’ 11 March 2012 •Data Check •Exploratory Analytics •Test Campaigns •Process Changes •Build Awareness •Increase Campaign Volumes •Test Multiple Channels / Mechanics •Broaden Use UK •Inform Customer Retention Strategy •Inform IFA Analytics Proposition Italy •Campaign Prioritisation India •Pure Off-shore Model •Transition To In-House (plan) © 2011 Accenture. All rights reserved. 10
  • 11. Did we have poor data? We developed a new “single-view-of-the- customer” Life Insurance Data Model Structure Policy Value Segment Complaints Demographics Claims Payments DWH DWH Campaigns Accenture’s Life Insurance Customer Analytic Record (CAR): • Facilitates rapid descriptive and propensity model development • Identified overall data quality and identify key data gaps. 11 © 2011 Accenture. All rights reserved.
  • 12. If you really want to know what it looked like…
  • 13. Descriptive Modelling: shining a light to identify value Multiple Layers Of Analysis …. 2ND POLICY 1ST POLICY Annuities Group Pension • X.X million Life policyProtection records in our CIC database Investments Individual Pension Equity Release holder Unknow Grand Total Life 31% are joint 59% Annuities 0% 31% 2% 3% 4% 0% 88,528 GPP policies Investments 8% 5% 49% 1% • X.X million are currently active 3% 66% 21% 9% 0% 0% 19% 18% 0% 0% 48,815 442,480 IPP 18% 7% 11% 40% 0% 24% 0% 331,664 Equity Release Protection 3% 2% 0% 3% • Average Life product holding is 1.06 products. 19% 8% 0% 9% 64% 1% 13% 77% 0% 0% 9,382 407,887 Uknown Life 8% 2% 50% 9% 1% 21% 10% 4,953 XXm no longer active X.Xm active Life1 Grand Total 11% 5% • Average 17% policy holding is 1.2 policies. 29% Life 1% 36% 0% 1,333,709 Life1 Customers Customers Product PH with Single PH with Single PH with PH with Total Policy Holdings Policy (#) Policy (%) multiple multiple Holders (PH) policies within policies within (#) same product same product X.Xm customers X.Xmil X.Xm customers holding holding (%) with at least one customers with with at least one Protection Protection policy at least one IPP Investment policy, 0.5m for policy Investments GPP, 0.6m for IPP Annuities, 0.1m for Equity GPP Release Annuities Equity Release X.Xm Active Life1 X.Xm Active Joint Policies Life1 Policies X.X.m Policyholders are between 35 and 49 and represent future growth opportunity 90 Campaign Ideas Generated © 2011 Accenture. All rights reserved. 13
  • 14. Campaign targeting through analytics Propensity Model Top 2 Deciles of Customers – 203K Active policy holders – 144K Age Profiling Cut (30 -60 yrs)– 108K Has Phone– 74 K Increased targeting by After applying filters based on Supp. 28K insights from profiling of responders 14
  • 15. Campaign results - significant uplift over BAU selection CAMPAIGNS LIFT OVER RANDOM ANNUITY CROSS_SELL 2.59 PROTECT CROSS_SELL 1.57 EQUITY RELEASE CROSS_SELL 1.36 MOTOR TO LIFE 1.5 HOME TO LIFE 3.8 IPP RESTART 0.9 (negative performance) Annuity Pensions base 7.1 Annuity Non Pensions base 3.6 15
  • 16. From tactical to strategic 16
  • 17. Strategic Analysis: IFA (Financial advisor Base) 1 PROJECT APPROACH PARTNER WITH IFA TO CROSS- SELL HIGH Track IFA VALUE PRODUCTS Performance PARTNER WITH IFA TO CROSS- SELL STRATEGIC PRODUCT LINES IFA IS NOT OPERATING IN 4 2 Data driven RE-TIERING Execute insights agreed 3 delivered to BRING IN-HOUSE DM OPERATION / actions IFA’s RESPONSIBILITY FOR NON-STRATEGIC IFA’s Plan and prioritise actions on IFA Base © 2011 Accenture. All rights reserved. 17
  • 18. Strategic Analysis - churn segmentation • Cluster analysis of inactive accounts to identify the types of customer attitudes and behaviour toward Joint holders : 10% churn. Active products and joint policy • Overlaid sample of bond surrender customer feedback holder group to validate Loyal customers : 17% Middle age group, matured policies, high tenure group, pension and annuity base, mostly IFA customers Protection seekers : 19% Young customers, protection focused group Golden geese: 19% Older customer, high value and high ticket policy holder with bond surrender Movers & Changers: 35% Older customer, voluntary inactive group, low value, joint policyholders, pension customers © 2011 Accenture. All rights reserved. 18
  • 20. Benefits delivered 1. Incremental sales • Uplift of 2.84 in sales conversion achieved against conversion & revenues BAU customer selections. • £XXmillion incremental value delivered through ECM campaigns 2011 •200k customers added to multiple Life policy holders in 18 months: 23% vs 20.5% (adding in GI policies 34% vs 26%) • 25+ insight driven campaign waves executed 2. Campaign Management & Process • First cross BU campaign by customer management team • Campaign timelines reduced by 50% • 100% increase in marketable base by challenging existing suppressions and data management routines 3. Analytics & Strategy • Proved tactical and strategic value of analytics • Insight generation and dissemination has led to snowball of new insight requests © 2011 Accenture. All rights reserved. • 20
  • 21. Reflections from Aviva • We developed analytics too early – the marketing infrastructure wasn’t ready • The business wasn’t bought in enough – limiting the effectiveness of some campaigns • We can use analytics as a tradeable currency – why aren’t we doing more? • Is there more we can use CIC for... Predictive underwriting...? • We still haven’t developed processes to deploy the analytics in anger – but we are near • The value added from Accenture was outstanding – far more that their remit…….. 21
  • 22. Aviva’s Accenture Legacy • We have proven the case for analytics in UK Life • We have reduced campaign speed to market substantially • We have a usable single customer view… after 6 years of trying • We have sold the benefits of analytics to the wider UK region But essentially…… • We have a platform for significant value growth over three years 22