SlideShare uma empresa Scribd logo
1 de 31
Baixar para ler offline
S@R Examples and Overview 
     application areas




Value based Strategic Risk and Performance Management achieves a 
sustainable increase in enterprise value over time.
It represents an important tool for planning as well as for performance 
measurement and for controlling purposes .



“S@R has set out to create models that boost income and save our clients time and money. Our models can give answers to 
both deterministic and stochastic questions, by linking dedicated ebitda models to holistic balance simulation taking into 
account all important factors describing the company. The basis is a real balance simulation model – not a simple cash flow 
forecast model.”




                                                                                                                          1
 © Copyright 2006 Strategy@Risk Ltd. All rights reserved
I
                                            II i. III
                                                IV



Examples Application Areas
I. Budgeting
II. Strategic Risk and Performance 
     Management
III. Valuation under Uncertainty
IV. Investments
V. Mergers & Acquisitions
VI. Working Capital Strategy
VII.Selecting strategy (or M&A candidate)
VIII. Overview application areas




                                                    2
I
               Example: The EBITDA model used for Budgeting                                                       II i. III
                Stress testing – creating better budget targets                                                       IV



Budget and simulation forecast are they                                                                     1
close or far off the actual result, and do 
you know what is your realistic window of                                                                   0,8




                                                             Probability
opportunity?                                                                                                0,6
                                                                                Expected
Budget to low, but relatively small                                             Actual 2007                 0,4
            deviation
                                                                                Budget                      0,2
                                                1
                                                                           310 320 330 340 350 360 370 380 390
                  Budget                        0,8                                    EBITDA (NOK mill.)
 Probability




                 Expected                       0,6

                 Actual 2007                    0,4              Budget to high and large absolute 
                                                                             deviation
                                                0,2

               400 500 600 700 800 900 100011001200   Location will give an absolute ranking of Alternatives. 
                        EBIT (SEK 1000)               Shape will give important information
                                                      on risk and opportunities – and show cost of 
                                                      increasing sales targets

                                                                                                                          3
Risk awareness gives better predictability                                  I
                                                                           II i. III
The learning effect – Steeper curve: decrease in                               IV
                  uncertainty

                          1

                         0,8

           Probability
                                      2007
                         0,6          2008
                                      2009
                         0,4

                         0,2

                          0
                          -200 -150 -100 -50      0    50     100   150
                                   Normalized Budget Uncertainty




   Well organized enterprise risk management enables running the 
   business at a higher risk level in a controlled manner with a higher 
   company value as result.


                                                                                   4
I
                                       II ii. III
                                            IV




ii. Strategic Risk and Performance  
            Management




                                                5
I
                                                   II ii. III
S@R gives you the capability to achieve results         IV

             through your ERM 




                                                            6
I

           Value creation with S@R – Guide to why SRM                                                                                                                                 II ii. III
                                                                                                                                                                                           IV
              should be on top managements agenda 
Placing SRM in the corporate risk and finance 
lancscape can be tricky.  S@R has developed the                                                                                                                       U3




                                                                                   (Upper partial moment UPM1)
                                                        Shareholder value upside
                                                                                                                                The Board's risk                           U2
necessary methods and tools for securing better                                                                               indifference curves                               U1
decision making, revealing total risk and                                                                                        (Risk aversion)

increasing shareholder value towards corporate 
goals.                                                                                                                                                                      Enterprise
                                                                                                                                                  M
                                                                                                                                              c  R                    Risk efficiency frontier
The figure depicts the relations between risk                                                                                         at   egi
                                                                                                                               S tr
tolerance, the board’s risk indifference curves, 
risk appetite, risk capacity and the risk efficiency                                                                     ERM

frontier. 
The risk efficiency frontier is found as the locus of 
upside potential ratios where all unwanted 
risk/uncertainty have been mitigated. What is left 
is residual risk, assuming that the mitigation is                                                          0
                                                                                                                 0                                                          Downside Risk
effective.                                                                                                           Risk reduction                   Risk appetite   (Lower partial moment LPM2)

The enterprise utility function gives the board’s 
preferences between risk and value.
                                                                                                                                                                                                 7
I
                                               II ii. III
Enterprise risk exposure are used to define         IV


                risk appetite




                                                        8
I

Risk appetite and Risk appetite is not                                                                            II ii. III
                                                                                                                       IV
        always the same …..

                  0,025                                                            0,1

                                                 Spectral Risk = -86,2
                   0,02                       Risk aversion weighted risk          0,08




                                                                                          Spectral Risk Weights
   Probbability




                  0,015                                                            0,06



                   0,01                                                            0,04
                            Extended Tail Loss = -82,8
                            Average value of the area
                  0,005                                                            0,02



                     0                                                             0
                     -140             -120               -100   SR ETL
                                                                     -80    VaR -60

                                               Enterprise Value




                                                                                                                           9
I
                                                                                                          II ii. III
                     Benchmarking of sales channels                                                            IV



                                                         ‐100   0       100      200      300    400    500
After simulations the result could                       1                                                1
look like this:                                                          Ch #1
                                                                         Ch #2
1. The blue curve is like a “cash                       0.8              Ch #3                           0.8
                                                                         Ch #4
    cow” doing good income




                                          Probability
                                                        0.6                                              0.6
2. Green and brown curves are 
    challenging. By identifying the 
                                                        0.4                                              0.4
    critical success factors there are 
    great challenges to improve                         0.2                                              0.2
    businesses, but great uncertainty
     1.   Green from 100 up to 350
                                                         0                                                0
     2.   Brown from 50 up to 350                        ‐100   0       100       200      300   400    500
                                                                       Total income pr channel
3. Light blue is bad business and 
   may need a decision to go further 
   or not to go



                                                          Dog       ‘Problem’ children             Cash cow

                                                                                                                   10
I

                              Benchmarking EBITDA profiles                                                      II ii. III
                                                                                                                     IV

We are finding that our clients are                                  ‐100
                                                                     1
                                                                            0       100        200            300
                                                                                                                1
increasingly addressing operational risk
Issues:
    What is the future cash‐flow volatility of my                   0.8                                          0.8
    company and the individual BU’s?




                                                      Probability
    What are the drivers of operational volatility                  0.6                                          0.6
    (Ebitda) and which drivers can we actively 
                                                                                                     Country # 1
    manage and how?                                                                                  Country # 2 0.4
                                                                    0.4                              Country # 3
    Which operational options should I                                                               Country # 4
    pursue/prioritize?                                                                               Country # 5
          Economic i.e. hedge commodity prices,                     0.2                                          0.2
          contract product price, etc.?
          Operational i.e. product/production                        0                                          0
          and single points of failure, etc.?                        ‐100   0      100         200            300
                                                                                EBIT (mill.)
and  strategic risk issues:
    What are the expected value volatility of my company (equity/entity)?
    What are the drivers of value volatility and which drivers should we actively manage and how?
    Which strategic options should I pursue/prioritize?
    Should I hedge exchange rates, commodity prices, etc.?
    What are the expected effects of translation hedges?
    In which BU’s should I continue to invest?
    What Cost of Capital should I charge to the BU’s?
    What financial leverage is most appropriate for my firm?

                                                                                                                           11
I
              The uncertainty of Debt and Equity                                                                      II ii. III
                                                                                                                           IV

                                                           NPV distribution of Equity Transactions
                                                  100                                                          100

The cumulative Debt and Equity                         80                                                      80
transactions and their yearly 




                                         Probability
                                                       60                                                      60
probability distributions over the 
simulated time period forms the                        40                                                      40
foundation for financial planning 
                                                       20                                                      20

They will give confidence intervals                        0
                                                           ‐200          0     200     400    600    800
                                                                                                                0
                                                                                                             1000
for future capital requirements for 
both Debt and Equity                                       NPV distribution of Debt Transactions
                                                   100                                                          100

They will also form the basis for 
                                                       80                                                       80
contingency planning – if series of 
probable but not likely events 


                                             Probability
                                                       60                                                       60
should manifest capital 
requirements in the right tail of the                  40                                                       40
distributions
                                                       20                                                       20


                                                           0                                                    0
                                                                  6000       8000    10000   12000   14000   16000


                                                                                                                               12
I
            Uncertainty of Currency Rates , Tax and                        II ii. III
                                                                                IV
                       Translation Risk 

Currency Effects analyzed
Agio /Disagio from Operations:   Balance Sheet Effects:
Currency effects On Cost         Domestic or Functional Currency
Agio /Disagio on Cost            Translation Effects
Currency effects On Sales        Valuation Variation on 
Agio /Disagio on Sales           Debt and Assets
                                 Translation Hedges

Financial Agio /Disagio:         Tax Effects analyzed:
On Debt Balance                  Tax effects on cost of debt and equity
On Debt Interest Payments        Tax effects on Exchange rate forecasts 
On Debt Repayment                Tax shields effects on debt 
Tax Effects of Agio /Disagio     Tax effects on enterprise
on Interest Payments             Current and deferred taxes




                                                                                    13
I
                                Translation Risk                                            II ii. III
                                                                                                 IV
Four methods for Translation Hedging are         Each strategy will then change 
provided:                                        the probability distribution for equity 
1. Fixed Gearing,                                value:
2. Proportional Debt to Assets,
3. All Debt in one Currency and Base or  
    functional currency and
4. All Debt in one Currency,
    Given the Hedge ratio (0‐100 %)
This gives a number of different possible 
strategies. Each strategy will have different 
probabilities for Loss/Gain:




                                                    … adding further uncertainty to the 
                                                       distribution for equity value




                                                                                                     14
I
                                   II iii. III
                                        IV




iii. Valuation under Uncertainty




                                            15
I
                                                    Valuation                                              II iii. III
                                                                                                                IV
                                                      2008         2009         2010         2011   2012

Invested Capital at Beg. of Period                  14.339,6 16.714,9 18.719,4 20.650,6 22.411,9
Excess Marketable Securities                              ,0        ,0        ,0        ,0        ,0
OB - Excess Marketable Securities                      925,1        ,0        ,0        ,0        ,0
Capital Charge                                         988,5   1.012,6   1.045,9   1.097,1   1.284,5
NPV of Translation Gain/(Loss)                            ,0        ,0        ,0        ,0        ,0
NPV of Forecasted EP                                (2.651,1) (2.802,5) (3.156,1) (3.437,2) (3.749,5)
NPV of Continuing Value                             (2.814,3) (2.984,8) (3.151,6) (3.319,0) (3.509,2)
 --- -- ---------- -----                             --------- --------- --------- --------- ---------
Value of Entity by EP                               10.787,8 11.940,2 13.457,7 14.991,5 16.437,7

Book Value of Debt                                  (7.860,7) (9.680,0)(11.681,8)(13.488,2)(13.829,6)
 --- ----- -- ----                                   --------- ---------------------------------------
Value of Equity by EP                                2.927,1   2.260,2   1.775,9   1.503,3   2.608,1
===== == ====== == ==                                =======   =======   =======   =======   =======



     And the corresponding probability distributions:
                                  1

                           0,8
                   Probability




                                                                          Value of Entity
                           0,6             Value of Debt

                                 0,4
                                                           Value of Equity
                                 0,2

                                  0
                                       0    100     200      300    400        500     600
                                                             USD
                                                                                                                    16
I
                        Pricing of Capital                                                                                  II iii. III
            Correct estimation of WACC is essential                                                                              IV



 Wacc is a stochastic variable thru volatility                          16                                              1




                                                                                                                                 Relative Cumulative Frequency
 in earnings, interest rates, exchange rates,                           14
                                                                                                                        0,8
 expected return to equity etc:                                         12




                                                          % Frequency
                                                                        10                                              0,6
                                                                         8
                                                                         6                                              0,4

 Mean        5,08                                                        4
                                                                                                                        0,2
 S.D.        1,43                                                        2
 Minimum 1,44
                                                                         0                                              0
 Maximum 9,26                                                                0   2   4          6       8          10
 Lower Confidence Limit of Mean 4,90                                                     Wacc
 Upper Confidence Limit of Mean 5,25
                                                              This is a by product from the S&R simulation model

Most WACC calculations uses book values for debt and equity and fixed WACC for the next 3‐
5 years. Correct WACC can only be found thru simulation, solving for market value weights
giving changes in WACC from period to period.
S@R:    http://www.strategy‐at‐risk.com/2010/02/08/wacc‐and‐infrastructure‐regulation/
        http://www.strategy‐at‐risk.com/2008/09/08/the‐weighted‐average‐cost‐of‐capital/ 


                                                                                                                                                      17
I
                                                                              II iii. III
    Uncertainty simulations and Sensitivity analysis                               IV




• Since the range (and their probabilities) are given for all variables in 
  the uncertainty analysis, the need for sensitivity analysis is greatly 
  reduced. 
• By stopping the simulation and print a complete set of reports when 
  set criteria's has been exceeded the combined and simultaneous 
  effect of all variables can be studied.




                                                                                       18
I
                  II iv. III
                       IV




iv. Investments




                           19
I
                                                                                                                       II iv. III
              Analyze and compare strategic Investments                                                                     IV



 If you are looking at investing alternatives or contemplating
 possible M&A, the Equity Value distribution’s:
                                                             Probability Distribution for Enterprise Value of (mill USD)
                                                                 Current operations, +Alt#1, +Alt#2 and +Alt#3
                                                                300        400        500        600        700       800
                                                        1                                                                  1

                                                       0,9                                                                 0,9
                                                                                                            +Alt#3
1. Location will give an absolute                      0,8
                                                                                      +Alt#2
                                                                                                                           0,8

   ranking of alternatives                             0,7                                                                 0,7
                                                                          +Alt#1
2. Shape will give important                           0,6                                                                 0,6




                                         Probability




                                                                                                                                   Probability
   information on risk and                             0,5
                                                                Current
                                                                                                                           0,5
                                                              operations
   opportunities
                                                       0,4                                                                 0,4
3. Together the give all necessary
                                                       0,3                                                                 0,3
   information for selecting1 the
                                                       0,2                                                                 0,2
   dominant alternative
                                                       0,1                                                                 0,1

                                                        0                                                                  0
                                                                300        400        500        600        700       800
                                                                             Enterprise Value (mill. USD)



                                                                                                                                   20
I
                    What is the probability of a strategy giving Loss?                                                                                    II iv. III
                                                                                                                                                               IV
           Probability distribution for Value of Equity at Current Operations                            Probability distribution for Added value by
                           and with Strategic Project Added
                                                                                                      Strategic Project and the Value of Commitments
               80
                                                                                              80
               70                                                                             70
               60                                                                             60
                                                                                                                    Value added by Strategic Project




                                                                                Probability
                                            Current Operation                                 50
               50
                                            +Strategic Project
 Probability




                                                                                              40
               40                                                                                                     Cost of Commitments
                                                                                              30
               30
                                                                                              20
               20
                                                                                              10
                          Current
               10
                          Operations
                                                                                               0
                                                                                               ‐500           500       1500      2500       3500      4500
                0                                                                                                        Value of Equity
               -500     500        1500         2500      3500       4500
                                     Value of Equity
                                                                                                         Probability for Gain and Loss by Strategic Project 
                                                                                                  80
                                                                                                  70
                                                                                                                                  Area of Probable Gain
The important part now is the area below at                                                       60




                                                                                        Probability
the point of intersection:                                                                        50
                                                                                                  40
     • Is it lower or above the company's                                                                                   Area of Probable Loss
                                                                                                  30
     accepted risk level ?
                                                                                                  20
     • Large potential, but – there is a                                                          10
     probability of 60% for loss  – is it a sound                                                     0
                                                                                                      ‐500      500       1500      2500       3500       4500
     strategy ?                                                                                                            Value of Equity

                                                                                                                                                                     21
I
                            II v. III
                                IV




v. Mergers & Acquisitions




                                    22
I
                                                                Acquisitions                                                                                    II v. III
                                                                                                                                                                    IV
                       Probability Distribution for Value of 
                                       Company
               1                                                       1

                                                                                                     If you have the distribution for Enterprise
              0,8                                                      0,8
                                                                                                     or Equity value you can calculate the 
Probability




              0,6                                                      0,6                           Probability of loss from the acquisition
                        Expected Value = 153,42
              0,4                                                      0,4
                                                                                                     OR 
                                                                                                     The bid price given the probability of gain. 
              0,2                                                      0,2


               0                                                       0
                   0     50          100          150            200                                            Expected Loss from Acquisition
                                   Enterprise Value
                                                                                            1                                                                    200
                                                                                                           Expected Value   = 153,4
                                                                                                           ‐Price (70%)          = 167,4
                                                                                                            Expected Loss     =‐ 14,0                            150
                                                                                           0,8
                                                                                     70%
                                                                                                                                                                 100




                                                                                                                                                                          Gain/(Loss)
                                                                                           0,6
                                                                             Probability                                                         167,4
                                                                                                                                                                 50
                                                                                                 0         50             100              150            200
                                                                                           0,4
                                                                                                                                                                 0
                                                                                                                                                                ‐14,0
                                                                                           0,2                                     Expected value‐Price          ‐50

                                                                                            0                                                                    ‐100
                                                                                                                     Enterprise Value/Price
                                                                                                                                                                       23
I

           Driving value through integration                                              II v. III
                                                                                              IV
               Does synergies exist and do they have a value?

… the company rated the likelihood of achieving each of the synergies at this point as 
“unproven,” “possible” or “probable.” By updating its progress against its full set of 
synergies — and the potential value of each synergy — the company was able to better 
prioritize its efforts going forward. 

Revenue increasing synergies:                       Cost decreasing synergies:




The more risk averse the less should               The more risk averse the more can 
be paid as merger premium                          be paid as merger premium 
                                                                                              24
I
                               II vi. III
                                   IV




vi. Working Capital Strategy




                                        25
I
                      Working Capital    II vi. III
                                             IV




Different working capital strategies
will give different return on invested
capital and thus on company value.
It is however not straight forward to 
find the best strategy since many 
considerations regarding suppliers 
and customers must be taken into 
account and since most of those are
stochastic. 




                                                  26
I
                                             II vii. III
                                                  IV




vii. Selecting strategy (or M&A candidate)




                                                       27
I
Selecting strategy (or M&A candidate)                                   II vii. III
                                                                             IV
Selecting between strategies can be
Simple when the choices look s like this:




 … but the choices can be difficult: 




                                            And you will need both theory and
                                            methods to discern between them


                                                                                  28
I
                                   II III
                                     IV




iiiv. Overview Application Areas




                                         29
Strategy@Risk
YOUR CONSULTING PARTNER IN RISK




         Services           Application area                            Use                                   Results

                       Budgeting                       Stress‐testing
                                                                                        Cost and capital savings. Stabilize results. 
                                                                                        Align budgets and results better.
                       Upside/downside potential                                        Get an organization that better hits targets, reveal 
                                                       Multi period uncertainties 
                       and risk                                                         over‐or under achievements.
                                                                                        Make correct market/outlet choices.
      Financial                                                                         Communicate better with the investors and financial 
                                                                                        market.
      Planning  and                                                                     Know your expected multi‐period investments 
      testing                                                                           necessary to increase sales.
                                                       Evaluate your market position    Reveal market/product potential.
                       Financial planning                                               Evaluate financial hedging strategies.
                                                       and potential for growth
                                                                                        Understand the future cash‐flow volatility of 
                                                                                        company and the individual BU’s.
                                                                                        Find the financial leverage that is most appropriate 
                                                                                        for the firm.
                                                       Analyzing Financial risk:
                                                       1. Currency risk
                                                       2. Transaction risk
                                                       3. Translation risk
                                                       4. Interest rate risk
                                                       5. Credit risk                   Making the company capable to perform detailed 
                                                       6. Financing risk                strategic planning. 
                                                                                        Executing earlier and more apt actions against risk 
      Financial        Balance simulation, holistic 
                                                       Analyzing Operational risk:      factors.
      modeling         Risk/opportunity models         1. Implementation risk           Make the right and most profitable strategic choices 
                                                       2. Country risk                  in line with company risk appetite and tolerance. 
                                                       3. Repatriation of funds risk    Get precise and correct multi‐period market 
                                                                                        weighted cost of capital.
                                                       Balance risk:
                                                       1. Liquidity
                                                       2. Solvency
                                                       3. Equity/entity value

                                                                                                                                                30
Strategy@Risk
YOUR CONSULTING PARTNER IN RISK



        Services          Application area                            Use                                          Results
                    Production processes
                                                      Compare strategic choices.            Make the right investment choice.
                                                                                            Compare investments, M&A actions, their individual 
     Business                                         Estimate necessary capital and        value, necessary commitments and impact on 
     Development    Plant location and plant sizing
                                                      investment requirements.              company
                                                                                            Get todays and future capital requirements right.

                    Investments                       Comparing business units, country 
                                                      units or product lines – decide       Be able to compare effectiveness, robustness and 
                    Choice of sales channel           allocation and need for resources.    results from different sales channels and suppliers.
                    Choice of supplier                                                      Be able to chose focus and invest resources in the 
                                                      Compare risk, opportunity and         right products, countries and production by 
                    Markets uncertainty               expected profitability.               understanding their requirements and contribution to 
     Business 
                                                                                            the group.
     Strategy                                         Carry out professional demand         Be able to make better investment/divestment 
                                                      modeling.                             decisions.
                                                                                            Boost results by analyzing and acting on revealed and 
                    Demand modeling
                                                      Be able to analyze and incorporate    transparent risk and opportunity simulations.
                                                      markets uncertainties.                Risk priced transactions ‐ Improved allocation ‐
                                                                                            Optimized costs and efficiencies

                    Product pricing – asset pricing
                                                                                            Benchmark M&A  candidates profiles, M&A initial and 
                    M&A                               Valuations, capital cost and 
                                                                                            future estimated capital requirements 
                                                      requirements, individually and 
     Decision       Contracts                                                               Identify and benchmark an investment portfolio 
                                                      effect on company
     support                                                                                and/or individual business units’ risk profiles
                                                                                            Improve predictability in operating earnings at risk 
                                                      Due Diligence
                    Divestments/ Asset sales                                                that may impact corporate financial position and 
                                                                                            performance

     Risk/          Strategic Risk And 
                                                      Act on and plan based on your         Plan and act according to risk strategy
     Opportunity    Performance Management
                                                      whole Risk‐opportunity situation      Establish risk tolerance and risk appetite
     Management     ERM quantification                                                      Develop risk mitigating strategies

                                                                                                                                                     31

Mais conteúdo relacionado

Destaque

Solutions From S@R Jan12
Solutions From S@R Jan12Solutions From S@R Jan12
Solutions From S@R Jan12Weibull AS
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinosman
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinosman
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinosman
 
Susuzluk
SusuzlukSusuzluk
Susuzlukosman
 
The role of events in simulation modeling
The role of events in simulation modelingThe role of events in simulation modeling
The role of events in simulation modelingWeibull AS
 
Strategic Risk: Linking Risk Management & Strategy Management processes
Strategic Risk: Linking Risk Management & Strategy Management processesStrategic Risk: Linking Risk Management & Strategy Management processes
Strategic Risk: Linking Risk Management & Strategy Management processesGlobalStrategyTribe
 

Destaque (9)

Solutions From S@R Jan12
Solutions From S@R Jan12Solutions From S@R Jan12
Solutions From S@R Jan12
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadin
 
Ud2
Ud2Ud2
Ud2
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadin
 
Gücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadinGücün merkezindeki 20 kadin
Gücün merkezindeki 20 kadin
 
Susuzluk
SusuzlukSusuzluk
Susuzluk
 
AFORISMI
AFORISMIAFORISMI
AFORISMI
 
The role of events in simulation modeling
The role of events in simulation modelingThe role of events in simulation modeling
The role of events in simulation modeling
 
Strategic Risk: Linking Risk Management & Strategy Management processes
Strategic Risk: Linking Risk Management & Strategy Management processesStrategic Risk: Linking Risk Management & Strategy Management processes
Strategic Risk: Linking Risk Management & Strategy Management processes
 

Semelhante a S@R Examples Application Areas

Increasing the ROI of SAP post-implementation
Increasing the ROI of SAP post-implementationIncreasing the ROI of SAP post-implementation
Increasing the ROI of SAP post-implementationRaul Morales
 
Asug Minnesota Using Six Sigma To Reduce Costs
Asug Minnesota   Using Six Sigma To Reduce CostsAsug Minnesota   Using Six Sigma To Reduce Costs
Asug Minnesota Using Six Sigma To Reduce CostsFabio Brancati
 
W. R. berkley annual reports 2003
W. R. berkley annual reports 2003W. R. berkley annual reports 2003
W. R. berkley annual reports 2003finance37
 
Financial Planning, Budgeting, and Forecasting (2010)
Financial Planning, Budgeting, and Forecasting (2010)Financial Planning, Budgeting, and Forecasting (2010)
Financial Planning, Budgeting, and Forecasting (2010)Nasreen Quibria
 
Sector Study Agriculture 2012
Sector Study Agriculture 2012Sector Study Agriculture 2012
Sector Study Agriculture 2012teodora_vasilescu
 
Sanlam Investments Intro Senate Group
Sanlam Investments Intro Senate GroupSanlam Investments Intro Senate Group
Sanlam Investments Intro Senate GroupCrate
 
Reaching for yield
Reaching for yieldReaching for yield
Reaching for yieldYichuan Wang
 
George W. Buckley Presentation
George W. Buckley PresentationGeorge W. Buckley Presentation
George W. Buckley Presentationfinance10
 
ATI's Quantitative Methods course: Bridging Project Management and System Eng...
ATI's Quantitative Methods course: Bridging Project Management and System Eng...ATI's Quantitative Methods course: Bridging Project Management and System Eng...
ATI's Quantitative Methods course: Bridging Project Management and System Eng...Jim Jenkins
 
Arrow Electronics Investor Day Presentation
	Arrow Electronics Investor Day Presentation	Arrow Electronics Investor Day Presentation
Arrow Electronics Investor Day Presentationfinance16
 
Frontier-Markets - Webinar - Financing for Solar Offgrid Businesses
Frontier-Markets - Webinar - Financing for Solar Offgrid BusinessesFrontier-Markets - Webinar - Financing for Solar Offgrid Businesses
Frontier-Markets - Webinar - Financing for Solar Offgrid BusinessesTuong Do
 
Micro finanza rating, presentation, rbap 2012
Micro finanza rating, presentation, rbap 2012Micro finanza rating, presentation, rbap 2012
Micro finanza rating, presentation, rbap 2012RBAPAT54
 
Agriculture Sector Study (Romania)
Agriculture Sector Study (Romania)Agriculture Sector Study (Romania)
Agriculture Sector Study (Romania)elenapop
 
Leveraging Analytics to achieve your Customer Experience Objectives
Leveraging Analytics to achieve your Customer Experience ObjectivesLeveraging Analytics to achieve your Customer Experience Objectives
Leveraging Analytics to achieve your Customer Experience ObjectivesJj HanXue
 
Basel II Risk Compliance Solution(Tasso ): Lera technologies
Basel II Risk Compliance Solution(Tasso ): Lera technologiesBasel II Risk Compliance Solution(Tasso ): Lera technologies
Basel II Risk Compliance Solution(Tasso ): Lera technologiesLera Technologies
 

Semelhante a S@R Examples Application Areas (20)

Increasing the ROI of SAP post-implementation
Increasing the ROI of SAP post-implementationIncreasing the ROI of SAP post-implementation
Increasing the ROI of SAP post-implementation
 
Asug Minnesota Using Six Sigma To Reduce Costs
Asug Minnesota   Using Six Sigma To Reduce CostsAsug Minnesota   Using Six Sigma To Reduce Costs
Asug Minnesota Using Six Sigma To Reduce Costs
 
Workshop Tokyo October 2012
Workshop Tokyo October 2012 Workshop Tokyo October 2012
Workshop Tokyo October 2012
 
W. R. berkley annual reports 2003
W. R. berkley annual reports 2003W. R. berkley annual reports 2003
W. R. berkley annual reports 2003
 
Financial Planning, Budgeting, and Forecasting (2010)
Financial Planning, Budgeting, and Forecasting (2010)Financial Planning, Budgeting, and Forecasting (2010)
Financial Planning, Budgeting, and Forecasting (2010)
 
In search of inspiration ichec
In search of inspiration ichecIn search of inspiration ichec
In search of inspiration ichec
 
Sector Study Agriculture 2012
Sector Study Agriculture 2012Sector Study Agriculture 2012
Sector Study Agriculture 2012
 
Sanlam Investments Intro Senate Group
Sanlam Investments Intro Senate GroupSanlam Investments Intro Senate Group
Sanlam Investments Intro Senate Group
 
Finance 2.0
Finance 2.0Finance 2.0
Finance 2.0
 
KRI (Key Risk Indicators) & IT
KRI (Key Risk Indicators) & ITKRI (Key Risk Indicators) & IT
KRI (Key Risk Indicators) & IT
 
Reaching for yield
Reaching for yieldReaching for yield
Reaching for yield
 
George W. Buckley Presentation
George W. Buckley PresentationGeorge W. Buckley Presentation
George W. Buckley Presentation
 
ATI's Quantitative Methods course: Bridging Project Management and System Eng...
ATI's Quantitative Methods course: Bridging Project Management and System Eng...ATI's Quantitative Methods course: Bridging Project Management and System Eng...
ATI's Quantitative Methods course: Bridging Project Management and System Eng...
 
Arrow Electronics Investor Day Presentation
	Arrow Electronics Investor Day Presentation	Arrow Electronics Investor Day Presentation
Arrow Electronics Investor Day Presentation
 
Frontier-Markets - Webinar - Financing for Solar Offgrid Businesses
Frontier-Markets - Webinar - Financing for Solar Offgrid BusinessesFrontier-Markets - Webinar - Financing for Solar Offgrid Businesses
Frontier-Markets - Webinar - Financing for Solar Offgrid Businesses
 
Petra williams final
Petra williams finalPetra williams final
Petra williams final
 
Micro finanza rating, presentation, rbap 2012
Micro finanza rating, presentation, rbap 2012Micro finanza rating, presentation, rbap 2012
Micro finanza rating, presentation, rbap 2012
 
Agriculture Sector Study (Romania)
Agriculture Sector Study (Romania)Agriculture Sector Study (Romania)
Agriculture Sector Study (Romania)
 
Leveraging Analytics to achieve your Customer Experience Objectives
Leveraging Analytics to achieve your Customer Experience ObjectivesLeveraging Analytics to achieve your Customer Experience Objectives
Leveraging Analytics to achieve your Customer Experience Objectives
 
Basel II Risk Compliance Solution(Tasso ): Lera technologies
Basel II Risk Compliance Solution(Tasso ): Lera technologiesBasel II Risk Compliance Solution(Tasso ): Lera technologies
Basel II Risk Compliance Solution(Tasso ): Lera technologies
 

Mais de Weibull AS

What we do; predictive and prescriptive analytics
What we do; predictive and prescriptive analyticsWhat we do; predictive and prescriptive analytics
What we do; predictive and prescriptive analyticsWeibull AS
 
Performing Strategic Risk Management with simulation models
Performing Strategic Risk Management with simulation modelsPerforming Strategic Risk Management with simulation models
Performing Strategic Risk Management with simulation modelsWeibull AS
 
The Case of Enterprise Risk Management
The Case of Enterprise Risk ManagementThe Case of Enterprise Risk Management
The Case of Enterprise Risk ManagementWeibull AS
 
Improving Public works projects
Improving Public works projectsImproving Public works projects
Improving Public works projectsWeibull AS
 
M&A analytics: When two plus two is five or three or .
M&A analytics: When two plus two is five or three or .M&A analytics: When two plus two is five or three or .
M&A analytics: When two plus two is five or three or .Weibull AS
 
Production strategy and analytics
Production strategy and analyticsProduction strategy and analytics
Production strategy and analyticsWeibull AS
 
Budgeting with Monte Carlo simulation models
Budgeting with Monte Carlo simulation modelsBudgeting with Monte Carlo simulation models
Budgeting with Monte Carlo simulation modelsWeibull AS
 
Forecasting advantages with simulation models
Forecasting advantages with simulation models Forecasting advantages with simulation models
Forecasting advantages with simulation models Weibull AS
 
Working capital Strategies
Working capital StrategiesWorking capital Strategies
Working capital StrategiesWeibull AS
 
Plans based on average assumptions ..
Plans based on average assumptions ..Plans based on average assumptions ..
Plans based on average assumptions ..Weibull AS
 

Mais de Weibull AS (10)

What we do; predictive and prescriptive analytics
What we do; predictive and prescriptive analyticsWhat we do; predictive and prescriptive analytics
What we do; predictive and prescriptive analytics
 
Performing Strategic Risk Management with simulation models
Performing Strategic Risk Management with simulation modelsPerforming Strategic Risk Management with simulation models
Performing Strategic Risk Management with simulation models
 
The Case of Enterprise Risk Management
The Case of Enterprise Risk ManagementThe Case of Enterprise Risk Management
The Case of Enterprise Risk Management
 
Improving Public works projects
Improving Public works projectsImproving Public works projects
Improving Public works projects
 
M&A analytics: When two plus two is five or three or .
M&A analytics: When two plus two is five or three or .M&A analytics: When two plus two is five or three or .
M&A analytics: When two plus two is five or three or .
 
Production strategy and analytics
Production strategy and analyticsProduction strategy and analytics
Production strategy and analytics
 
Budgeting with Monte Carlo simulation models
Budgeting with Monte Carlo simulation modelsBudgeting with Monte Carlo simulation models
Budgeting with Monte Carlo simulation models
 
Forecasting advantages with simulation models
Forecasting advantages with simulation models Forecasting advantages with simulation models
Forecasting advantages with simulation models
 
Working capital Strategies
Working capital StrategiesWorking capital Strategies
Working capital Strategies
 
Plans based on average assumptions ..
Plans based on average assumptions ..Plans based on average assumptions ..
Plans based on average assumptions ..
 

Último

Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Delhi Call girls
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...lizamodels9
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...amitlee9823
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayNZSG
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 

Último (20)

Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 

S@R Examples Application Areas

  • 1. S@R Examples and Overview  application areas Value based Strategic Risk and Performance Management achieves a  sustainable increase in enterprise value over time. It represents an important tool for planning as well as for performance  measurement and for controlling purposes . “S@R has set out to create models that boost income and save our clients time and money. Our models can give answers to  both deterministic and stochastic questions, by linking dedicated ebitda models to holistic balance simulation taking into  account all important factors describing the company. The basis is a real balance simulation model – not a simple cash flow  forecast model.” 1 © Copyright 2006 Strategy@Risk Ltd. All rights reserved
  • 2. I II i. III IV Examples Application Areas I. Budgeting II. Strategic Risk and Performance  Management III. Valuation under Uncertainty IV. Investments V. Mergers & Acquisitions VI. Working Capital Strategy VII.Selecting strategy (or M&A candidate) VIII. Overview application areas 2
  • 3. I Example: The EBITDA model used for Budgeting II i. III Stress testing – creating better budget targets IV Budget and simulation forecast are they  1 close or far off the actual result, and do  you know what is your realistic window of  0,8 Probability opportunity? 0,6 Expected Budget to low, but relatively small  Actual 2007 0,4 deviation Budget 0,2 1 310 320 330 340 350 360 370 380 390 Budget 0,8 EBITDA (NOK mill.) Probability Expected 0,6 Actual 2007 0,4 Budget to high and large absolute  deviation 0,2 400 500 600 700 800 900 100011001200 Location will give an absolute ranking of Alternatives.  EBIT (SEK 1000) Shape will give important information on risk and opportunities – and show cost of  increasing sales targets 3
  • 4. Risk awareness gives better predictability I II i. III The learning effect – Steeper curve: decrease in  IV uncertainty 1 0,8 Probability 2007 0,6 2008 2009 0,4 0,2 0 -200 -150 -100 -50 0 50 100 150 Normalized Budget Uncertainty Well organized enterprise risk management enables running the  business at a higher risk level in a controlled manner with a higher  company value as result. 4
  • 5. I II ii. III IV ii. Strategic Risk and Performance   Management 5
  • 6. I II ii. III S@R gives you the capability to achieve results  IV through your ERM  6
  • 7. I Value creation with S@R – Guide to why SRM  II ii. III IV should be on top managements agenda  Placing SRM in the corporate risk and finance  lancscape can be tricky.  S@R has developed the  U3 (Upper partial moment UPM1) Shareholder value upside The Board's risk U2 necessary methods and tools for securing better  indifference curves U1 decision making, revealing total risk and  (Risk aversion) increasing shareholder value towards corporate  goals. Enterprise M c  R Risk efficiency frontier The figure depicts the relations between risk  at egi S tr tolerance, the board’s risk indifference curves,  risk appetite, risk capacity and the risk efficiency  ERM frontier.  The risk efficiency frontier is found as the locus of  upside potential ratios where all unwanted  risk/uncertainty have been mitigated. What is left  is residual risk, assuming that the mitigation is  0 0 Downside Risk effective. Risk reduction Risk appetite (Lower partial moment LPM2) The enterprise utility function gives the board’s  preferences between risk and value. 7
  • 8. I II ii. III Enterprise risk exposure are used to define  IV risk appetite 8
  • 9. I Risk appetite and Risk appetite is not  II ii. III IV always the same ….. 0,025 0,1 Spectral Risk = -86,2 0,02 Risk aversion weighted risk 0,08 Spectral Risk Weights Probbability 0,015 0,06 0,01 0,04 Extended Tail Loss = -82,8 Average value of the area 0,005 0,02 0 0 -140 -120 -100 SR ETL -80 VaR -60 Enterprise Value 9
  • 10. I II ii. III Benchmarking of sales channels IV ‐100 0 100 200 300 400 500 After simulations the result could  1 1 look like this: Ch #1 Ch #2 1. The blue curve is like a “cash  0.8 Ch #3 0.8 Ch #4 cow” doing good income Probability 0.6 0.6 2. Green and brown curves are  challenging. By identifying the  0.4 0.4 critical success factors there are  great challenges to improve  0.2 0.2 businesses, but great uncertainty 1. Green from 100 up to 350 0 0 2. Brown from 50 up to 350 ‐100 0 100 200 300 400 500 Total income pr channel 3. Light blue is bad business and  may need a decision to go further  or not to go Dog ‘Problem’ children Cash cow 10
  • 11. I Benchmarking EBITDA profiles II ii. III IV We are finding that our clients are  ‐100 1 0 100 200 300 1 increasingly addressing operational risk Issues: What is the future cash‐flow volatility of my  0.8 0.8 company and the individual BU’s? Probability What are the drivers of operational volatility  0.6 0.6 (Ebitda) and which drivers can we actively  Country # 1 manage and how? Country # 2 0.4 0.4 Country # 3 Which operational options should I  Country # 4 pursue/prioritize? Country # 5 Economic i.e. hedge commodity prices,  0.2 0.2 contract product price, etc.? Operational i.e. product/production  0 0 and single points of failure, etc.? ‐100 0 100 200 300 EBIT (mill.) and  strategic risk issues: What are the expected value volatility of my company (equity/entity)? What are the drivers of value volatility and which drivers should we actively manage and how? Which strategic options should I pursue/prioritize? Should I hedge exchange rates, commodity prices, etc.? What are the expected effects of translation hedges? In which BU’s should I continue to invest? What Cost of Capital should I charge to the BU’s? What financial leverage is most appropriate for my firm? 11
  • 12. I The uncertainty of Debt and Equity II ii. III IV NPV distribution of Equity Transactions 100 100 The cumulative Debt and Equity  80 80 transactions and their yearly  Probability 60 60 probability distributions over the  simulated time period forms the  40 40 foundation for financial planning  20 20 They will give confidence intervals  0 ‐200 0 200 400 600 800 0 1000 for future capital requirements for  both Debt and Equity NPV distribution of Debt Transactions 100 100 They will also form the basis for  80 80 contingency planning – if series of  probable but not likely events  Probability 60 60 should manifest capital  requirements in the right tail of the  40 40 distributions 20 20 0 0 6000 8000 10000 12000 14000 16000 12
  • 13. I Uncertainty of Currency Rates , Tax and  II ii. III IV Translation Risk  Currency Effects analyzed Agio /Disagio from Operations: Balance Sheet Effects: Currency effects On Cost Domestic or Functional Currency Agio /Disagio on Cost Translation Effects Currency effects On Sales Valuation Variation on  Agio /Disagio on Sales Debt and Assets Translation Hedges Financial Agio /Disagio: Tax Effects analyzed: On Debt Balance Tax effects on cost of debt and equity On Debt Interest Payments Tax effects on Exchange rate forecasts  On Debt Repayment Tax shields effects on debt  Tax Effects of Agio /Disagio Tax effects on enterprise on Interest Payments Current and deferred taxes 13
  • 14. I Translation Risk  II ii. III IV Four methods for Translation Hedging are  Each strategy will then change  provided: the probability distribution for equity  1. Fixed Gearing,  value: 2. Proportional Debt to Assets, 3. All Debt in one Currency and Base or   functional currency and 4. All Debt in one Currency, Given the Hedge ratio (0‐100 %) This gives a number of different possible  strategies. Each strategy will have different  probabilities for Loss/Gain: … adding further uncertainty to the  distribution for equity value 14
  • 15. I II iii. III IV iii. Valuation under Uncertainty 15
  • 16. I Valuation II iii. III IV 2008 2009 2010 2011 2012 Invested Capital at Beg. of Period 14.339,6 16.714,9 18.719,4 20.650,6 22.411,9 Excess Marketable Securities ,0 ,0 ,0 ,0 ,0 OB - Excess Marketable Securities 925,1 ,0 ,0 ,0 ,0 Capital Charge 988,5 1.012,6 1.045,9 1.097,1 1.284,5 NPV of Translation Gain/(Loss) ,0 ,0 ,0 ,0 ,0 NPV of Forecasted EP (2.651,1) (2.802,5) (3.156,1) (3.437,2) (3.749,5) NPV of Continuing Value (2.814,3) (2.984,8) (3.151,6) (3.319,0) (3.509,2) --- -- ---------- ----- --------- --------- --------- --------- --------- Value of Entity by EP 10.787,8 11.940,2 13.457,7 14.991,5 16.437,7 Book Value of Debt (7.860,7) (9.680,0)(11.681,8)(13.488,2)(13.829,6) --- ----- -- ---- --------- --------------------------------------- Value of Equity by EP 2.927,1 2.260,2 1.775,9 1.503,3 2.608,1 ===== == ====== == == ======= ======= ======= ======= ======= And the corresponding probability distributions: 1 0,8 Probability Value of Entity 0,6 Value of Debt 0,4 Value of Equity 0,2 0 0 100 200 300 400 500 600 USD 16
  • 17. I Pricing of Capital  II iii. III Correct estimation of WACC is essential IV Wacc is a stochastic variable thru volatility  16 1 Relative Cumulative Frequency in earnings, interest rates, exchange rates,  14 0,8 expected return to equity etc: 12 % Frequency 10 0,6 8 6 0,4 Mean 5,08 4 0,2 S.D. 1,43 2 Minimum 1,44 0 0 Maximum 9,26 0 2 4 6 8 10 Lower Confidence Limit of Mean 4,90 Wacc Upper Confidence Limit of Mean 5,25 This is a by product from the S&R simulation model Most WACC calculations uses book values for debt and equity and fixed WACC for the next 3‐ 5 years. Correct WACC can only be found thru simulation, solving for market value weights giving changes in WACC from period to period. S@R:    http://www.strategy‐at‐risk.com/2010/02/08/wacc‐and‐infrastructure‐regulation/ http://www.strategy‐at‐risk.com/2008/09/08/the‐weighted‐average‐cost‐of‐capital/  17
  • 18. I II iii. III Uncertainty simulations and Sensitivity analysis IV • Since the range (and their probabilities) are given for all variables in  the uncertainty analysis, the need for sensitivity analysis is greatly  reduced.  • By stopping the simulation and print a complete set of reports when  set criteria's has been exceeded the combined and simultaneous  effect of all variables can be studied. 18
  • 19. I II iv. III IV iv. Investments 19
  • 20. I II iv. III Analyze and compare strategic Investments IV If you are looking at investing alternatives or contemplating possible M&A, the Equity Value distribution’s: Probability Distribution for Enterprise Value of (mill USD) Current operations, +Alt#1, +Alt#2 and +Alt#3 300 400 500 600 700 800 1 1 0,9 0,9 +Alt#3 1. Location will give an absolute 0,8 +Alt#2 0,8 ranking of alternatives 0,7 0,7 +Alt#1 2. Shape will give important 0,6 0,6 Probability Probability information on risk and 0,5 Current 0,5 operations opportunities 0,4 0,4 3. Together the give all necessary 0,3 0,3 information for selecting1 the 0,2 0,2 dominant alternative 0,1 0,1 0 0 300 400 500 600 700 800 Enterprise Value (mill. USD) 20
  • 21. I What is the probability of a strategy giving Loss? II iv. III IV Probability distribution for Value of Equity at Current Operations Probability distribution for Added value by and with Strategic Project Added Strategic Project and the Value of Commitments 80 80 70 70 60 60 Value added by Strategic Project Probability Current Operation 50 50 +Strategic Project Probability 40 40 Cost of Commitments 30 30 20 20 10 Current 10 Operations 0 ‐500 500 1500 2500 3500 4500 0 Value of Equity -500 500 1500 2500 3500 4500 Value of Equity Probability for Gain and Loss by Strategic Project  80 70 Area of Probable Gain The important part now is the area below at  60 Probability the point of intersection:  50 40 • Is it lower or above the company's     Area of Probable Loss 30 accepted risk level ? 20 • Large potential, but – there is a   10 probability of 60% for loss  – is it a sound  0 ‐500 500 1500 2500 3500 4500 strategy ? Value of Equity 21
  • 22. I II v. III IV v. Mergers & Acquisitions 22
  • 23. I Acquisitions II v. III IV Probability Distribution for Value of  Company 1 1 If you have the distribution for Enterprise 0,8 0,8 or Equity value you can calculate the  Probability 0,6 0,6 Probability of loss from the acquisition Expected Value = 153,42 0,4 0,4 OR  The bid price given the probability of gain.  0,2 0,2 0 0 0 50 100 150 200 Expected Loss from Acquisition Enterprise Value 1 200 Expected Value   = 153,4 ‐Price (70%)          = 167,4 Expected Loss     =‐ 14,0 150 0,8 70% 100 Gain/(Loss) 0,6 Probability 167,4 50 0 50 100 150 200 0,4 0 ‐14,0 0,2 Expected value‐Price ‐50 0 ‐100 Enterprise Value/Price 23
  • 24. I Driving value through integration II v. III IV Does synergies exist and do they have a value? … the company rated the likelihood of achieving each of the synergies at this point as  “unproven,” “possible” or “probable.” By updating its progress against its full set of  synergies — and the potential value of each synergy — the company was able to better  prioritize its efforts going forward.  Revenue increasing synergies: Cost decreasing synergies: The more risk averse the less should  The more risk averse the more can  be paid as merger premium  be paid as merger premium  24
  • 25. I II vi. III IV vi. Working Capital Strategy 25
  • 26. I Working Capital II vi. III IV Different working capital strategies will give different return on invested capital and thus on company value. It is however not straight forward to  find the best strategy since many  considerations regarding suppliers  and customers must be taken into  account and since most of those are stochastic.  26
  • 27. I II vii. III IV vii. Selecting strategy (or M&A candidate) 27
  • 28. I Selecting strategy (or M&A candidate) II vii. III IV Selecting between strategies can be Simple when the choices look s like this: … but the choices can be difficult:  And you will need both theory and methods to discern between them 28
  • 29. I II III IV iiiv. Overview Application Areas 29
  • 30. Strategy@Risk YOUR CONSULTING PARTNER IN RISK Services Application area Use Results Budgeting Stress‐testing Cost and capital savings. Stabilize results.  Align budgets and results better. Upside/downside potential  Get an organization that better hits targets, reveal  Multi period uncertainties  and risk over‐or under achievements. Make correct market/outlet choices. Financial  Communicate better with the investors and financial  market. Planning  and  Know your expected multi‐period investments  testing necessary to increase sales. Evaluate your market position  Reveal market/product potential. Financial planning Evaluate financial hedging strategies. and potential for growth Understand the future cash‐flow volatility of  company and the individual BU’s. Find the financial leverage that is most appropriate  for the firm. Analyzing Financial risk: 1. Currency risk 2. Transaction risk 3. Translation risk 4. Interest rate risk 5. Credit risk Making the company capable to perform detailed  6. Financing risk strategic planning.  Executing earlier and more apt actions against risk  Financial  Balance simulation, holistic  Analyzing Operational risk: factors. modeling Risk/opportunity models 1. Implementation risk Make the right and most profitable strategic choices  2. Country risk in line with company risk appetite and tolerance.  3. Repatriation of funds risk Get precise and correct multi‐period market  weighted cost of capital. Balance risk: 1. Liquidity 2. Solvency 3. Equity/entity value 30
  • 31. Strategy@Risk YOUR CONSULTING PARTNER IN RISK Services Application area Use Results Production processes Compare strategic choices. Make the right investment choice. Compare investments, M&A actions, their individual  Business  Estimate necessary capital and  value, necessary commitments and impact on  Development Plant location and plant sizing investment requirements. company Get todays and future capital requirements right. Investments Comparing business units, country  units or product lines – decide  Be able to compare effectiveness, robustness and  Choice of sales channel allocation and need for resources. results from different sales channels and suppliers. Choice of supplier Be able to chose focus and invest resources in the  Compare risk, opportunity and  right products, countries and production by  Markets uncertainty expected profitability. understanding their requirements and contribution to  Business  the group. Strategy Carry out professional demand  Be able to make better investment/divestment  modeling. decisions. Boost results by analyzing and acting on revealed and  Demand modeling Be able to analyze and incorporate  transparent risk and opportunity simulations. markets uncertainties. Risk priced transactions ‐ Improved allocation ‐ Optimized costs and efficiencies Product pricing – asset pricing Benchmark M&A  candidates profiles, M&A initial and  M&A Valuations, capital cost and  future estimated capital requirements  requirements, individually and  Decision  Contracts Identify and benchmark an investment portfolio  effect on company support and/or individual business units’ risk profiles Improve predictability in operating earnings at risk  Due Diligence Divestments/ Asset sales that may impact corporate financial position and  performance Risk/  Strategic Risk And  Act on and plan based on your  Plan and act according to risk strategy Opportunity  Performance Management whole Risk‐opportunity situation Establish risk tolerance and risk appetite Management ERM quantification Develop risk mitigating strategies 31