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RESILIENT RISK
            MANAGEMENT

           Claire Souch, PhD
           VP, Model Solutions




©2013 Risk Management Solutions, Inc.
MODELING
          CHALLENGES


      • Too many
        surprises
                                                 OPERATIONS   UNDERWRITING   PORTFOLIO
      • Can’t control key               MODELS                               MANAGEMENT

        assumptions
      • Lack of insight
        into drivers of risk
      • Doesn’t facilitate
        understanding by
        all


©2013 Risk Management Solutions, Inc.
MODELS IMPROVE
          OVER TIME,
          BUT
          UNCERTAINTY
          REMAINS



                                                      250 yr. loss




                                        uncertainty
©2013 Risk Management Solutions, Inc.
HOW
          RESILIENT                                                  Will I fall
                                                                      off a
          ARE YOU?
                                                                      cliff?

                                                        Maximize
                                                         return -
                                                       optimize to
                                                         top of a
                                                        pinnacle?




                                   Minimise regret
                                 - search out stable
                                      plateaus?


©2013 Risk Management Solutions, Inc.
In the RMS development of catastrophe
          THE MARKET                    models, which explicitly acknowledges that
          IS CALLING
          FOR A NEW
                                                    CATASTROPHE RISK IS
          PARADIGM                                  CHARACTERIZED BY DEEP
                                                    UNCERTAINTY




                                                    LEARNING IS ON-GOING




                                                    ONE SIZE DOESNT ALWAYS
                                                    FIT ALL



©2013 Risk Management Solutions, Inc.
In the Client understanding and use of cat
          THE MARKET                                      models
          IS CALLING
          FOR A NEW
          PARADIGM                                 UNDERSTANDING IMPLIED
                                                   BETS




                                                   ADAPT QUICKLY TO NEW
                                                   INFORMATION




                                                   OWNING A VIEW OF RISK



©2013 Risk Management Solutions, Inc.
THE PATHS TO RESILIENT RISK
          MANAGEMENT


                                           DIAGNOSTIC
             UNDER-
                                           VIEWS AND
             STANDING
                                           SENSITIVITY
             IMPLIED BETS
                                           TESTS


                                                     POST EVENT,
                             ADAPTING TO
                                                     INTERIM
                             ONGOING
                                                     VIEWS, OWN
                             LEARNING
                                                     EXPERIENCE


                                           ADJUSTMENTS
             OWNING THE                    ALTERNATIVES
             VIEW OF RISK                  OPEN
                                           PLATFORM




©2013 Risk Management Solutions, Inc.
RMS –
          PROVIDING
          INDUSTRY
          REFERENCE
          VIEW


         Build world-class
         (and increasingly
            transparent)
          models with an
            official RMS
          reference point




©2013 Risk Management Solutions, Inc.
PROVISION                     RMS REFERENCE
          MULTIPLE
          VIEWS… IN A
          SINGLE, FAST,
          AUDITABLE
                                        DIAGNOSTIC
                                                        “There is no single
          PLATFORM
                                        ADJUSTED
                                                         correct approach”
                                                        ABI Industry Good Practice for Catastrophe Modeling,
                                                        Dec 2011
                                        ALTERNATIVE




                                        YOUR OWN




©2013 Risk Management Solutions, Inc.
OPEN                                    EXPOSURE

          MODELING
          = ACCESS TO
          MODEL
          COMPONENTS                    HAZARD                   PLA


   CONDUCT SENSITIVITY
   TESTS

   LEVERAGE YOUR OWN
   CLAIMS DATA AND
   RESEARCH                               LOSS                   RATES

   GAIN COMPETITIVE
   ADVANTAGE

   MAINTAIN AN AUDIT
   TRAIL                                         VULNERABILITY
©2013 Risk Management Solutions, Inc.
UTILISE
          MULTIPLE
          MODELS


  COMPARE MODELS
  SIDE BY SIDE

  FILL GAPS IN THE RMS
  MODEL SUITE                           RMS MODELS   YOUR OWN   IMPORT RESULTS
                                                     MODELS     FROM OTHER
                                                                MODELS




©2013 Risk Management Solutions, Inc.
BLEND
          MODEL
          RESULTS

  CHOSE ONE MODEL

  OR BLEND MODEL
  RESULTS

  RMS(one) ENABLES
  YOUR BEST PRACTICE



                                        BLEND RESULTS


©2013 Risk Management Solutions, Inc.
“Risk management, we believe, should
             be about lessening the impact of events
                      we don’t understand”

                                        - Naseem Taleb, Harvard
                                           Business Review



©2013 Risk Management Solutions, Inc.

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Resilient Risk Management

  • 1. RESILIENT RISK MANAGEMENT Claire Souch, PhD VP, Model Solutions ©2013 Risk Management Solutions, Inc.
  • 2. MODELING CHALLENGES • Too many surprises OPERATIONS UNDERWRITING PORTFOLIO • Can’t control key MODELS MANAGEMENT assumptions • Lack of insight into drivers of risk • Doesn’t facilitate understanding by all ©2013 Risk Management Solutions, Inc.
  • 3. MODELS IMPROVE OVER TIME, BUT UNCERTAINTY REMAINS 250 yr. loss uncertainty ©2013 Risk Management Solutions, Inc.
  • 4. HOW RESILIENT Will I fall off a ARE YOU? cliff? Maximize return - optimize to top of a pinnacle? Minimise regret - search out stable plateaus? ©2013 Risk Management Solutions, Inc.
  • 5. In the RMS development of catastrophe THE MARKET models, which explicitly acknowledges that IS CALLING FOR A NEW CATASTROPHE RISK IS PARADIGM CHARACTERIZED BY DEEP UNCERTAINTY LEARNING IS ON-GOING ONE SIZE DOESNT ALWAYS FIT ALL ©2013 Risk Management Solutions, Inc.
  • 6. In the Client understanding and use of cat THE MARKET models IS CALLING FOR A NEW PARADIGM UNDERSTANDING IMPLIED BETS ADAPT QUICKLY TO NEW INFORMATION OWNING A VIEW OF RISK ©2013 Risk Management Solutions, Inc.
  • 7. THE PATHS TO RESILIENT RISK MANAGEMENT DIAGNOSTIC UNDER- VIEWS AND STANDING SENSITIVITY IMPLIED BETS TESTS POST EVENT, ADAPTING TO INTERIM ONGOING VIEWS, OWN LEARNING EXPERIENCE ADJUSTMENTS OWNING THE ALTERNATIVES VIEW OF RISK OPEN PLATFORM ©2013 Risk Management Solutions, Inc.
  • 8. RMS – PROVIDING INDUSTRY REFERENCE VIEW Build world-class (and increasingly transparent) models with an official RMS reference point ©2013 Risk Management Solutions, Inc.
  • 9. PROVISION RMS REFERENCE MULTIPLE VIEWS… IN A SINGLE, FAST, AUDITABLE DIAGNOSTIC “There is no single PLATFORM ADJUSTED correct approach” ABI Industry Good Practice for Catastrophe Modeling, Dec 2011 ALTERNATIVE YOUR OWN ©2013 Risk Management Solutions, Inc.
  • 10. OPEN EXPOSURE MODELING = ACCESS TO MODEL COMPONENTS HAZARD PLA CONDUCT SENSITIVITY TESTS LEVERAGE YOUR OWN CLAIMS DATA AND RESEARCH LOSS RATES GAIN COMPETITIVE ADVANTAGE MAINTAIN AN AUDIT TRAIL VULNERABILITY ©2013 Risk Management Solutions, Inc.
  • 11. UTILISE MULTIPLE MODELS COMPARE MODELS SIDE BY SIDE FILL GAPS IN THE RMS MODEL SUITE RMS MODELS YOUR OWN IMPORT RESULTS MODELS FROM OTHER MODELS ©2013 Risk Management Solutions, Inc.
  • 12. BLEND MODEL RESULTS CHOSE ONE MODEL OR BLEND MODEL RESULTS RMS(one) ENABLES YOUR BEST PRACTICE BLEND RESULTS ©2013 Risk Management Solutions, Inc.
  • 13. “Risk management, we believe, should be about lessening the impact of events we don’t understand” - Naseem Taleb, Harvard Business Review ©2013 Risk Management Solutions, Inc.