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Risk Management in Today’s
   Uncertain Environment
 Jason A. Jones
 E-mail: jjones@JonesStrategyConsulting.com
 Phone: (732) 476-6387

 Bermuda, March 19 – 20, 2009
Overview
                                                  2

             Paradigm Shift from Risk to Uncertainty
             The Risk Management Agenda for 2009
                 Re-assessing Investment Risk
                 Fixing Broken Risk Models
                 Managing to Higher Capital Requirements
                 Proactive Cycle Management
                 Focus on Counterparty Risk
             About Jones Strategy Consulting




Copyright 2009, Jones Strategy Consulting, Inc.            3/17/2009
Paradigm Shift from Risk to Uncertainty
                                                  3

A new approach to risk management is
 needed to address uncertainty, not just risk
 The financial crisis put uncertainty at the fore
 What’s the difference?
      Risk – randomness with known probability
        Car accident frequency, odds of royal flush in poker
      Uncertainty – randomness with unknown probability
        Impact of global warming, outcome of financial crisis
   Risk models can measure risk but not uncertainty,
   so models are not enough
   A new thinking is required

Copyright 2009, Jones Strategy Consulting, Inc.             3/17/2009
Paradigm Shift from Risk to Uncertainty
                                                  4

Wrong thinking:
      Everything can be assessed in a mathematical model
      Human behavior and risk arbitrage don’t matter
      Inter-relationships among risks are simple enough to
      be quantified (e.g., correlations or copulas)
Better thinking:
      Look for multiple ways of evaluating risk
      Uncertainty is affected by human behavior
      The past is not always a reliable indicator of the future
      Complex systems can’t be modeled with “hard
      science”

Copyright 2009, Jones Strategy Consulting, Inc.         3/17/2009
Paradigm Shift from Risk to Uncertainty
                                                  5




   It is, I think, particularly in periods of acknowledged
     crisis that scientists have turned to philosophical
     analysis as a device for unlocking the riddles of their
     field. Scientists have not generally needed or wanted
     to be philosophers.
   - Thomas Kuhn




Copyright 2009, Jones Strategy Consulting, Inc.         3/17/2009
The Risk Management Agenda for 2009
                                                  6

   Re-assessing Investment Risk
   Fixing Broken Risk Models
   Managing to Higher Capital Requirements
   Proactive Cycle Management
   Focus on Counterparty Risk




Copyright 2009, Jones Strategy Consulting, Inc.       3/17/2009
The Risk Management Agenda for 2009
                  Re-assessing Investment Risk
                                                  7

   Investment risk appeared artificially low due to:
      Trend of rising financial leverage 1984–2007
      Untested structured finance and derivative products hid risk
      and leverage
   Issues hurting investments today:
      Systemic de-leveraging
      Uncertain public policy response to financial crisis
      Mortgage defaults keep rising
   Investment risk is being re-assessed:
      De-risking for liquidity and capital preservation
      Focus on gross risk rather than net risk


Copyright 2009, Jones Strategy Consulting, Inc.              3/17/2009
The Risk Management Agenda for 2009
                    Fixing Broken Risk Models
                                                  8

   Many risk models are seriously flawed
      Economic capital models are proving unstable
      Catastrophe models substantially under-estimated
      losses from hurricanes Ike (2008) and Katrina (2005)
      Models don’t capture the whole picture (risks or
      uncertainties that go unconsidered – lack of
      imagination)
      Rare events are hard to model due to unreliable data




Copyright 2009, Jones Strategy Consulting, Inc.       3/17/2009
The Risk Management Agenda for 2009
                    Fixing Broken Risk Models
                                                  9

Loss of model credibility
  AIG’s economic capital model indicated enough capital to
  withstand 1-in-2000-year loss – 3 months before AIG’s
  collapse!
  On the folly of modeling 1-in-2000-year events (AKA
  99.95% confidence level over 1-year horizon):
   Putting this into historical perspective, it means withstanding World Wars
     I and II, the Great Depression, the death of 30% to 60% of Europe’s
     population during the Black Death in the 1340’s, the fall of the Roman
     Empire, and countless other catastrophes and cataclysms in the past
     two millennia. No company on earth could find a credible way to model
     all of these risks, let alone manage capital requirements with such a
     model.
       -   Quarterly Insurance Round-up: Third Quarter 2008, Jones Strategy
           Consulting
   So why are ING, Allianz and others modeling at “confidence
   levels” of 99.95% or higher?


Copyright 2009, Jones Strategy Consulting, Inc.                         3/17/2009
The Risk Management Agenda for 2009
                    Fixing Broken Risk Models
                                                  10

   What’s the solution?
      Assess risk in multiple ways
      No black box models
      Use techniques to reduce model error
        Remove from portfolio any risks which are: not understood,
        unlimited or un-quantifiable
        Use risk limits as safety nets
        Model the whole loss distribution (good, bad and the ugly):
          Good: 1-in-2 year scenario, expected loss
          Bad: 1-in-20-year scenario, use reliable in-sample data
          Ugly: Very rare scenarios that can’t be modeled
          statistically – use scenario analysis, sensitivity analysis
      Control and manage risk - don’t just measure it
      Management judgment

Copyright 2009, Jones Strategy Consulting, Inc.                3/17/2009
The Risk Management Agenda for 2009
            Managing to Higher Capital Requirements
                                                  11

   Insurers need more capital
      Risk is elevated due to financial crisis and soft market
      Investment losses took a big toll on capital
      Top 10 P/C insurers lost 25% of their capital in 2008
      Frozen capital markets – no more “just in time capital”
   Actions to take
      Retain capital – hold steady or cut dividends and share
      buybacks
      Favor de-risking and rate adequacy over market share




Copyright 2009, Jones Strategy Consulting, Inc.        3/17/2009
The Risk Management Agenda for 2009
            Managing to Higher Capital Requirements
                                                  12
    Figures in $ millions
                                       Shareholders’ Equity Shareholders’ Equity
 Company                               12/31/2008           12/31/2007           Change
 Hartford Ins Group                           9,268              19,204               -51.7%
 American International Group, Inc           52,710              95,801               -45.0%
 Allstate Ins Group                          12,641              21,851               -42.1%
 CNA Ins Cos                                  6,877              10,150               -32.2%
 Liberty Mutual Ins Cos                      10,160              12,366               -17.8%
 W.R. Berkley Group                           3,046               3,570               -14.7%
 Progressive Ins Group                        4,215               4,936               -14.6%
 Berkshire Hathaway Ins                    109,267             120,733                    -9.5%
 Chubb Group of Ins Cos                      13,432              14,445                   -7.0%
 Travelers Ins Companies                     25,319              26,616                   -4.9%
 Total                                     246,935             329,672                -25.1%

Copyright 2009, Jones Strategy Consulting, Inc.                                       3/17/2009
The Risk Management Agenda for 2009
                   Proactive Cycle Management
                                                  13

   The soft market continues
      Global recession means lower insurance demand, downward
      rate pressure and more competition
      Forecast: Return of hard market (2010); Rate adequacy (2011)
   Investments will not help
      Expect investment losses and low investment income in 2009
   Key actions to manage the cycle
      Better metrics                                   See my white paper,
      Control terms and conditions                     Managing the
      Be careful of new business                       Underwriting Cycle
      Allocate capital
      Build a foundation of accountability
      Act quickly and aggressively
        Watch for changes in loss cost inflation or deflation!
Copyright 2009, Jones Strategy Consulting, Inc.                         3/17/2009
The Risk Management Agenda for 2009
                   Proactive Cycle Management
                                                  14

   Insurance rates keep declining
      MarketScout:
          P/C rates fell 8% in February 2009
          Rate of decline is down from double digits
          Declines across all classes
      Cumulative rate decline exceeded 32% since February
      2005!


   Reinsurers are turning the corner
      Guy Carpenter report on January 2009 renewals:
          Prop/cat rates up 8% and casualty rates up 5%

Copyright 2009, Jones Strategy Consulting, Inc.           3/17/2009
The Risk Management Agenda for 2009
                    Focus on Counterparty Risk
                                                  15

   Counterparty risk is everywhere
      Investments
      Derivatives / hedges
      Policyholders and agents
      Reinsurers
   Insurer responses:
      Diversifying reinsurance programs
      Focusing on gross exposures (not just net)
      Re-evaluating policyholder behavior and agent balance
      receivables
      Reducing counterparty concentrations
      Investment de-risking

Copyright 2009, Jones Strategy Consulting, Inc.        3/17/2009
The Risk Management Agenda for 2009
                    Focus on Counterparty Risk
                                                  16

   Use your own due diligence and judgment!
   …regulators and investors should return to the tool they
    used to assess credit risk before they began
    delegating responsibility to the credit rating agencies.
    That tool is called judgment.
       - New York Times, March 16, 2009, page A23. Opinion piece
         “Rated F for Failure” by Jerome S. Fons and Frank
         Partnoy.




Copyright 2009, Jones Strategy Consulting, Inc.          3/17/2009
About Jones Strategy
                     Consulting
                                                  17
                                         Reinsurance and
                                         Insurance Risk,
                                           Finance, and
                                             Strategy:
                        Capital
                                                              ERM
                      Management



                    Counterparty                           Rating Agency
                     Credit Risk                             Relations



                           Risk Metrics                   Cycle
                          and Reporting                Management
Copyright 2009, Jones Strategy Consulting, Inc.                            3/17/2009
18




                          402 Main Street, Suite 100-329
                          Metuchen, NJ 08840

                          www.JonesStrategyConsulting.com


Copyright 2009, Jones Strategy Consulting, Inc.             3/17/2009

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Managing Uncertainty in Today's Risk Environment

  • 1. Risk Management in Today’s Uncertain Environment Jason A. Jones E-mail: jjones@JonesStrategyConsulting.com Phone: (732) 476-6387 Bermuda, March 19 – 20, 2009
  • 2. Overview 2 Paradigm Shift from Risk to Uncertainty The Risk Management Agenda for 2009 Re-assessing Investment Risk Fixing Broken Risk Models Managing to Higher Capital Requirements Proactive Cycle Management Focus on Counterparty Risk About Jones Strategy Consulting Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 3. Paradigm Shift from Risk to Uncertainty 3 A new approach to risk management is needed to address uncertainty, not just risk The financial crisis put uncertainty at the fore What’s the difference? Risk – randomness with known probability Car accident frequency, odds of royal flush in poker Uncertainty – randomness with unknown probability Impact of global warming, outcome of financial crisis Risk models can measure risk but not uncertainty, so models are not enough A new thinking is required Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 4. Paradigm Shift from Risk to Uncertainty 4 Wrong thinking: Everything can be assessed in a mathematical model Human behavior and risk arbitrage don’t matter Inter-relationships among risks are simple enough to be quantified (e.g., correlations or copulas) Better thinking: Look for multiple ways of evaluating risk Uncertainty is affected by human behavior The past is not always a reliable indicator of the future Complex systems can’t be modeled with “hard science” Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 5. Paradigm Shift from Risk to Uncertainty 5 It is, I think, particularly in periods of acknowledged crisis that scientists have turned to philosophical analysis as a device for unlocking the riddles of their field. Scientists have not generally needed or wanted to be philosophers. - Thomas Kuhn Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 6. The Risk Management Agenda for 2009 6 Re-assessing Investment Risk Fixing Broken Risk Models Managing to Higher Capital Requirements Proactive Cycle Management Focus on Counterparty Risk Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 7. The Risk Management Agenda for 2009 Re-assessing Investment Risk 7 Investment risk appeared artificially low due to: Trend of rising financial leverage 1984–2007 Untested structured finance and derivative products hid risk and leverage Issues hurting investments today: Systemic de-leveraging Uncertain public policy response to financial crisis Mortgage defaults keep rising Investment risk is being re-assessed: De-risking for liquidity and capital preservation Focus on gross risk rather than net risk Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 8. The Risk Management Agenda for 2009 Fixing Broken Risk Models 8 Many risk models are seriously flawed Economic capital models are proving unstable Catastrophe models substantially under-estimated losses from hurricanes Ike (2008) and Katrina (2005) Models don’t capture the whole picture (risks or uncertainties that go unconsidered – lack of imagination) Rare events are hard to model due to unreliable data Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 9. The Risk Management Agenda for 2009 Fixing Broken Risk Models 9 Loss of model credibility AIG’s economic capital model indicated enough capital to withstand 1-in-2000-year loss – 3 months before AIG’s collapse! On the folly of modeling 1-in-2000-year events (AKA 99.95% confidence level over 1-year horizon): Putting this into historical perspective, it means withstanding World Wars I and II, the Great Depression, the death of 30% to 60% of Europe’s population during the Black Death in the 1340’s, the fall of the Roman Empire, and countless other catastrophes and cataclysms in the past two millennia. No company on earth could find a credible way to model all of these risks, let alone manage capital requirements with such a model. - Quarterly Insurance Round-up: Third Quarter 2008, Jones Strategy Consulting So why are ING, Allianz and others modeling at “confidence levels” of 99.95% or higher? Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 10. The Risk Management Agenda for 2009 Fixing Broken Risk Models 10 What’s the solution? Assess risk in multiple ways No black box models Use techniques to reduce model error Remove from portfolio any risks which are: not understood, unlimited or un-quantifiable Use risk limits as safety nets Model the whole loss distribution (good, bad and the ugly): Good: 1-in-2 year scenario, expected loss Bad: 1-in-20-year scenario, use reliable in-sample data Ugly: Very rare scenarios that can’t be modeled statistically – use scenario analysis, sensitivity analysis Control and manage risk - don’t just measure it Management judgment Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 11. The Risk Management Agenda for 2009 Managing to Higher Capital Requirements 11 Insurers need more capital Risk is elevated due to financial crisis and soft market Investment losses took a big toll on capital Top 10 P/C insurers lost 25% of their capital in 2008 Frozen capital markets – no more “just in time capital” Actions to take Retain capital – hold steady or cut dividends and share buybacks Favor de-risking and rate adequacy over market share Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 12. The Risk Management Agenda for 2009 Managing to Higher Capital Requirements 12 Figures in $ millions Shareholders’ Equity Shareholders’ Equity Company 12/31/2008 12/31/2007 Change Hartford Ins Group 9,268 19,204 -51.7% American International Group, Inc 52,710 95,801 -45.0% Allstate Ins Group 12,641 21,851 -42.1% CNA Ins Cos 6,877 10,150 -32.2% Liberty Mutual Ins Cos 10,160 12,366 -17.8% W.R. Berkley Group 3,046 3,570 -14.7% Progressive Ins Group 4,215 4,936 -14.6% Berkshire Hathaway Ins 109,267 120,733 -9.5% Chubb Group of Ins Cos 13,432 14,445 -7.0% Travelers Ins Companies 25,319 26,616 -4.9% Total 246,935 329,672 -25.1% Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 13. The Risk Management Agenda for 2009 Proactive Cycle Management 13 The soft market continues Global recession means lower insurance demand, downward rate pressure and more competition Forecast: Return of hard market (2010); Rate adequacy (2011) Investments will not help Expect investment losses and low investment income in 2009 Key actions to manage the cycle Better metrics See my white paper, Control terms and conditions Managing the Be careful of new business Underwriting Cycle Allocate capital Build a foundation of accountability Act quickly and aggressively Watch for changes in loss cost inflation or deflation! Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 14. The Risk Management Agenda for 2009 Proactive Cycle Management 14 Insurance rates keep declining MarketScout: P/C rates fell 8% in February 2009 Rate of decline is down from double digits Declines across all classes Cumulative rate decline exceeded 32% since February 2005! Reinsurers are turning the corner Guy Carpenter report on January 2009 renewals: Prop/cat rates up 8% and casualty rates up 5% Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 15. The Risk Management Agenda for 2009 Focus on Counterparty Risk 15 Counterparty risk is everywhere Investments Derivatives / hedges Policyholders and agents Reinsurers Insurer responses: Diversifying reinsurance programs Focusing on gross exposures (not just net) Re-evaluating policyholder behavior and agent balance receivables Reducing counterparty concentrations Investment de-risking Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 16. The Risk Management Agenda for 2009 Focus on Counterparty Risk 16 Use your own due diligence and judgment! …regulators and investors should return to the tool they used to assess credit risk before they began delegating responsibility to the credit rating agencies. That tool is called judgment. - New York Times, March 16, 2009, page A23. Opinion piece “Rated F for Failure” by Jerome S. Fons and Frank Partnoy. Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 17. About Jones Strategy Consulting 17 Reinsurance and Insurance Risk, Finance, and Strategy: Capital ERM Management Counterparty Rating Agency Credit Risk Relations Risk Metrics Cycle and Reporting Management Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009
  • 18. 18 402 Main Street, Suite 100-329 Metuchen, NJ 08840 www.JonesStrategyConsulting.com Copyright 2009, Jones Strategy Consulting, Inc. 3/17/2009