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Proven
Techniques for
Optimizing Your
Financial
Planning and
Analysis Process
Tony Ard
Director, Solutions Engineering,
Axiom EPM
Agenda
• Challenges for Planners
• External & Internal

• The Evolving Role of Finance
• Best Practices in Planning
• Initiative Based Scenario Planning
• Elements of Driver Based Models
• Rolling Forecasts

2

© 2014 Proformative
Volatility is Here to Stay
Market Trends Driving
Volatility

Crude Oil Prices 2007-2012

• Economic Growth
• Globalization

• Regulation

U.S. New Housing Starts – 2002-2012

• Sustainability
• Demographics

• Technology
3

© 2014 Proformative

Source: David Axson, Partner, Accenture, March 2013
Challenges for Planners

• Setting long term capital investment priorities
• Establishing creditable targets, budgets & forecasts
• Analyzing the impact of material events on strategies and plans
• Effectively managing cash and capital
• Recognizing competitive threats
• Seizing opportunities

4

© 2014 Proformative

Source: David Axson, Partner, Accenture, March 2013
Decision Making Flaws
• Humans are bad at processing complex options
and predicting the future
•

We think we are very good at it

•

Hindsight bias – “I knew it all along”

• Math and probability are not intuitive
•

We prefer stories and narratives

•

The Monty Hall Problem

• The Black Swan Theory
•
•

5

Low probability high magnitude events defy modeling
Finance, business, and technology are susceptible to the problem

© 2014 Proformative

Source: Nassim Nicholas Taleb, Dean’s Professor, UMASS
More Data Does Not Lead to Better Insight

• The haystack gets bigger

6

© 2014 Proformative
The Planner’s Paradox

• Planning for the future is not an
intuitive task

• Your organizations need your skills
and insights more than ever

• The world in which we work
continues to get more complex and
unpredictable

• You need the best practices and
tools possible

7

© 2014 Proformative
Benefits of Optimized FP&A
• Better formulation of strategic and tactical plans by helping companies think more
broadly
• Wider range of possible outcomes, opportunities as well as problems
• New insights into the interaction of external and internal factors

• Enhanced ability to make decisions in the face of uncertainly and ambiguity
• Greater confidence in those decisions
• A building block for superior performance

• Organizational ability to generate proactive responses to market events
• Communicate more effectively with investors, directors, and other stakeholders
• Higher management credibility
• Faster and more consistent growth of business value
8

© 2014 Proformative
The Evolving Role of Finance

Analytic
Capability

Strategic
Partner

Analyst


Measuring



Advising



Planning



Growth focused



Calculating



Risk aware



Modeling



Present & future



Past & future



Connected

Scorekeeper

3 4
1 2

Controller



Reporting



Gatekeeper



Accuracy



Expense focused



Retrospective



Governance



Disconnected



Retrospective

Efficiency & Control
9

© 2014 Proformative

Quadrant 4
Embodies all the
characteristics of the
other three quadrants
plus leadership and
outbound activities
Name That Company
• Yesterday
• Revenue of $16B
• Market Cap of $31B
• 5th Most valuable brand in the world
• Growing business for over 110 years

• 2012 Market cap $0

10

© 2014 Proformative
Best Practices in Planning

• Scenario Planning
• Initiative Based Planning
• Driver Based Planning

• Rolling Forecasts

11

© 2014 Proformative
Initiative Based Scenario Planning
‹#›

© 2014 Proformative
Initiative Based Scenario Planning
Base Case

Given current trends,
what is our financial
outlook 3-10 years?

14

© 2014 Proformative

Base Case
(Conservative)

Forecasting methods include:
• Driver-based model
• Volume & Mix
• Variable Labor, efficiency benchmarks
• Capital constraints
• Different versions for multiple external scenarios
Initiative Based Scenario Planning
Forecasting methods include:

Base Case

Given current trends,
what is our financial
outlook 3-10 years?

Base Case
(Conservative)

Initiatives

As we prioritize growth or
cost containment
initiatives, what is the
incremental impact?

Initiative #1

Initiative #3

15

© 2014 Proformative

Initiative #2

Initiative #4

•
•
•
•

Driver-based model
Volume & Mix
Variable Labor, efficiency benchmarks
Capital constraints

Examples:
• Open new geographic region
• Expand productive capacity
• Back office automation
• Divestiture of finance subsidiary
Initiative Based Scenario Planning
Base Case

Given current
trends, what is our
financial outlook 3-10
years?

Base Case
(Conservative)

Initiatives

As we prioritize growth or
cost containment
initiatives, what is the
incremental impact?

Initiative #1

Initiative #3

Initiative #2

16

© 2014 Proformative

Examples:
• Open new geographic region
• Expand productive capacity
• Back office automation
• Divestiture of finance subsidiary

Initiative #4

Scenarios

What is the impact on our
baseline projections given
the initiatives we’ve
proposed?

Forecasting methods include:
• Driver-based model
• Volume & Mix
• Variable Labor, efficiency benchmarks
• Capital constraints

Analysis contains:

Consolidated Results

•
•
•
•

Income Statement
Balance Sheet
Cash Flow
Key Ratios
Next Steps with Initiatives

• Roll into budgets and forecasts

• Defines ownership and accountability
• Frame of reference for scorecards; aligns strategy to execution
• Identify leading indicators that will trigger an alternative scenario

• Adjust as the base case changes

• Upside – Previously marginal initiatives becomes attractive
• Downside – Pull back on initiatives to weather the storm
• Monitor the leading indicators

• Gives you the ability to respond quickly and with
confidence in times of uncertainty and volatility
17

© 2014 Proformative
Structural Elements of Driver Based
Planning
Structural Elements of Driver Based Planning
1. Driver Assumptions
• Define the key external and
internal variables that
influence your business
and define your
marketplace
• Consider the level of
certainty and the level of
impact
• History retention of driver
information recommended
• Automating the data
capture is a best practice
19

© 2014 Proformative

1

Driver
Assumptions

Baseline

V1

V2

V3

…Vn
Structural Elements of Driver Based Planning
2. Business Logic Layer

1

• The most critical aspect of
your scenario planning
model

Driver
Assumptions

2

Business
Logic Layer

• Goal: Define algorithms
that emulate the
organization
• Logic layer should be
transparent to stakeholders

20

© 2014 Proformative

Baseline

V1

V2

V3

…Vn

e.g. (Price * Volume – (Regional Discount Factor
* Volume) * Shipping Fee) – Return % = Net
Sales
Structural Elements of Driver Based Planning
3. Collaboration & Inputs
• Seldom is every line item
governed by a rule
• Regardless of the best
business
logic, stakeholders can and
should be able to provide
subjective input
• Workflow processes
should govern who has
rights to make adjustments
and overrides

21

© 2014 Proformative

1

Driver
Assumptions

2

Business
Logic Layer

3

Collaboration,
Inputs and
Overrides

Baseline

V1

V2

V3

…Vn

e.g. (Price * Volume – (Regional Discount Factor
* Volume) * Shipping Fee) – Return % = Net
Sales
An Aside About Collaboration

The Madness of Crowds
22

© 2014 Proformative

The Wisdom of Crowds
Structural Elements of Driver Based Planning

• Rapidly created scenarios
need a home in the system
• It is important that all data
(models and metadata) be
stored with a scenario

23

© 2014 Proformative

Driver
Assumptions

2

Business
Logic Layer

3

Collaboration,
Inputs and
Overrides

4

4. Scenario Storage

1

Scenario
Storage

Baseline

V1

V2

V3

…Vn

e.g. (Price * Volume – (Regional Discount Factor
* Volume) * Shipping Fee) – Return % = Net
Sales

Base
V1 V2
V3…Vn
Structural Elements of Driver Based Planning

• It is critical that scenarios
can be viewed side-byside, with full drill-down
• Operational drivers should
be presented along with
financial information
• Flex-based analysis
superimposing actual
driver values into scenarios
is great for model tuning

24

© 2014 Proformative

1

Driver
Assumptions

2

Business
Logic Layer

3

Collaboration,
Inputs and
Overrides

4

Scenario
Storage

5

5. Scenario Presentation

Scenario
Presentation

Baseline

V1

V2

V3

…Vn

e.g. (Price * Volume – (Regional Discount Factor
* Volume) * Shipping Fee) – Return % = Net
Sales

Base
V1 V2
V3…Vn
Rolling Forecasts
Rolling Forecast in the Context of the Finance Calendar

26

© 2014 Proformative
Benefits of Rolling Forecasts

• Enable a consistent forward looking business perspective that
aligns to the cadence of the business rather than the financial
calendar
• Saving prior forecasts enables insight and improvement of the process

• Provide the ability to regularly monitor and course correct
• Or seize opportunities

• Allow for a stronger basis in reality rather than the
aspirational nature of budgets

27

© 2014 Proformative
Waterfall Reporting

•

Highlights trends

•

Identifies errors in forecasting
Problems with the model
Problems with incentives

•
•

•

Sandbagging

•

Don’t create incentives for people
to be less than honest

Manage the human bias in
decision-making

•

Q1
2014

Q2
2014

Q3
2014

Q4
2014

Q1
2015

Feb
Forecast

10

12

11

15

11

May
Forecast

11

13

12

15

11

14

August
Forecast

11

14

13

15

12

14

13

Nov
Forecast

11

14

13

15

13

14

13

Actual

28

© 2014 Proformative

Forecast

Q2
2015

Q3
2015

Out
Period

Q4
2015

16
Conclusion

• Use Scenario Planning to build confidence in
forecasts
• Develop a robust driver based model
• Use Rolling Forecasts to flag leading indicators
and respond to material changes

29

© 2014 Proformative
Reveal the Mystery Company

30

© 2014 Proformative
&
31

© 2014 Proformative
Thank You For Attending

Proven
Techniques for
Optimizing your
Financial
Planning and
Analysis Process
Sources
•

The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes
Business, Economies, Societies and Nations
•
•

•

Book by James Surowiecki
2004

Extraordinary Popular Delusions and the Madness of Crowds
•
•

•

Book by Charles Mackay
1841

The Black Swan
•
•

•

Book by Nicholas Taleb
2007

Priceless: The Myth of Fair Value (and How to Take Advantage of It)
•
•

•

Book by William Poundstone
2010

Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions
•
•

33

Book by Dan Ariely
2008

© 2014 Proformative

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Proven Techniques for Optimizing Your Financial Planning & Analysis Process

  • 1. Proven Techniques for Optimizing Your Financial Planning and Analysis Process Tony Ard Director, Solutions Engineering, Axiom EPM
  • 2. Agenda • Challenges for Planners • External & Internal • The Evolving Role of Finance • Best Practices in Planning • Initiative Based Scenario Planning • Elements of Driver Based Models • Rolling Forecasts 2 © 2014 Proformative
  • 3. Volatility is Here to Stay Market Trends Driving Volatility Crude Oil Prices 2007-2012 • Economic Growth • Globalization • Regulation U.S. New Housing Starts – 2002-2012 • Sustainability • Demographics • Technology 3 © 2014 Proformative Source: David Axson, Partner, Accenture, March 2013
  • 4. Challenges for Planners • Setting long term capital investment priorities • Establishing creditable targets, budgets & forecasts • Analyzing the impact of material events on strategies and plans • Effectively managing cash and capital • Recognizing competitive threats • Seizing opportunities 4 © 2014 Proformative Source: David Axson, Partner, Accenture, March 2013
  • 5. Decision Making Flaws • Humans are bad at processing complex options and predicting the future • We think we are very good at it • Hindsight bias – “I knew it all along” • Math and probability are not intuitive • We prefer stories and narratives • The Monty Hall Problem • The Black Swan Theory • • 5 Low probability high magnitude events defy modeling Finance, business, and technology are susceptible to the problem © 2014 Proformative Source: Nassim Nicholas Taleb, Dean’s Professor, UMASS
  • 6. More Data Does Not Lead to Better Insight • The haystack gets bigger 6 © 2014 Proformative
  • 7. The Planner’s Paradox • Planning for the future is not an intuitive task • Your organizations need your skills and insights more than ever • The world in which we work continues to get more complex and unpredictable • You need the best practices and tools possible 7 © 2014 Proformative
  • 8. Benefits of Optimized FP&A • Better formulation of strategic and tactical plans by helping companies think more broadly • Wider range of possible outcomes, opportunities as well as problems • New insights into the interaction of external and internal factors • Enhanced ability to make decisions in the face of uncertainly and ambiguity • Greater confidence in those decisions • A building block for superior performance • Organizational ability to generate proactive responses to market events • Communicate more effectively with investors, directors, and other stakeholders • Higher management credibility • Faster and more consistent growth of business value 8 © 2014 Proformative
  • 9. The Evolving Role of Finance Analytic Capability Strategic Partner Analyst  Measuring  Advising  Planning  Growth focused  Calculating  Risk aware  Modeling  Present & future  Past & future  Connected Scorekeeper 3 4 1 2 Controller  Reporting  Gatekeeper  Accuracy  Expense focused  Retrospective  Governance  Disconnected  Retrospective Efficiency & Control 9 © 2014 Proformative Quadrant 4 Embodies all the characteristics of the other three quadrants plus leadership and outbound activities
  • 10. Name That Company • Yesterday • Revenue of $16B • Market Cap of $31B • 5th Most valuable brand in the world • Growing business for over 110 years • 2012 Market cap $0 10 © 2014 Proformative
  • 11. Best Practices in Planning • Scenario Planning • Initiative Based Planning • Driver Based Planning • Rolling Forecasts 11 © 2014 Proformative
  • 14. Initiative Based Scenario Planning Base Case Given current trends, what is our financial outlook 3-10 years? 14 © 2014 Proformative Base Case (Conservative) Forecasting methods include: • Driver-based model • Volume & Mix • Variable Labor, efficiency benchmarks • Capital constraints • Different versions for multiple external scenarios
  • 15. Initiative Based Scenario Planning Forecasting methods include: Base Case Given current trends, what is our financial outlook 3-10 years? Base Case (Conservative) Initiatives As we prioritize growth or cost containment initiatives, what is the incremental impact? Initiative #1 Initiative #3 15 © 2014 Proformative Initiative #2 Initiative #4 • • • • Driver-based model Volume & Mix Variable Labor, efficiency benchmarks Capital constraints Examples: • Open new geographic region • Expand productive capacity • Back office automation • Divestiture of finance subsidiary
  • 16. Initiative Based Scenario Planning Base Case Given current trends, what is our financial outlook 3-10 years? Base Case (Conservative) Initiatives As we prioritize growth or cost containment initiatives, what is the incremental impact? Initiative #1 Initiative #3 Initiative #2 16 © 2014 Proformative Examples: • Open new geographic region • Expand productive capacity • Back office automation • Divestiture of finance subsidiary Initiative #4 Scenarios What is the impact on our baseline projections given the initiatives we’ve proposed? Forecasting methods include: • Driver-based model • Volume & Mix • Variable Labor, efficiency benchmarks • Capital constraints Analysis contains: Consolidated Results • • • • Income Statement Balance Sheet Cash Flow Key Ratios
  • 17. Next Steps with Initiatives • Roll into budgets and forecasts • Defines ownership and accountability • Frame of reference for scorecards; aligns strategy to execution • Identify leading indicators that will trigger an alternative scenario • Adjust as the base case changes • Upside – Previously marginal initiatives becomes attractive • Downside – Pull back on initiatives to weather the storm • Monitor the leading indicators • Gives you the ability to respond quickly and with confidence in times of uncertainty and volatility 17 © 2014 Proformative
  • 18. Structural Elements of Driver Based Planning
  • 19. Structural Elements of Driver Based Planning 1. Driver Assumptions • Define the key external and internal variables that influence your business and define your marketplace • Consider the level of certainty and the level of impact • History retention of driver information recommended • Automating the data capture is a best practice 19 © 2014 Proformative 1 Driver Assumptions Baseline V1 V2 V3 …Vn
  • 20. Structural Elements of Driver Based Planning 2. Business Logic Layer 1 • The most critical aspect of your scenario planning model Driver Assumptions 2 Business Logic Layer • Goal: Define algorithms that emulate the organization • Logic layer should be transparent to stakeholders 20 © 2014 Proformative Baseline V1 V2 V3 …Vn e.g. (Price * Volume – (Regional Discount Factor * Volume) * Shipping Fee) – Return % = Net Sales
  • 21. Structural Elements of Driver Based Planning 3. Collaboration & Inputs • Seldom is every line item governed by a rule • Regardless of the best business logic, stakeholders can and should be able to provide subjective input • Workflow processes should govern who has rights to make adjustments and overrides 21 © 2014 Proformative 1 Driver Assumptions 2 Business Logic Layer 3 Collaboration, Inputs and Overrides Baseline V1 V2 V3 …Vn e.g. (Price * Volume – (Regional Discount Factor * Volume) * Shipping Fee) – Return % = Net Sales
  • 22. An Aside About Collaboration The Madness of Crowds 22 © 2014 Proformative The Wisdom of Crowds
  • 23. Structural Elements of Driver Based Planning • Rapidly created scenarios need a home in the system • It is important that all data (models and metadata) be stored with a scenario 23 © 2014 Proformative Driver Assumptions 2 Business Logic Layer 3 Collaboration, Inputs and Overrides 4 4. Scenario Storage 1 Scenario Storage Baseline V1 V2 V3 …Vn e.g. (Price * Volume – (Regional Discount Factor * Volume) * Shipping Fee) – Return % = Net Sales Base V1 V2 V3…Vn
  • 24. Structural Elements of Driver Based Planning • It is critical that scenarios can be viewed side-byside, with full drill-down • Operational drivers should be presented along with financial information • Flex-based analysis superimposing actual driver values into scenarios is great for model tuning 24 © 2014 Proformative 1 Driver Assumptions 2 Business Logic Layer 3 Collaboration, Inputs and Overrides 4 Scenario Storage 5 5. Scenario Presentation Scenario Presentation Baseline V1 V2 V3 …Vn e.g. (Price * Volume – (Regional Discount Factor * Volume) * Shipping Fee) – Return % = Net Sales Base V1 V2 V3…Vn
  • 26. Rolling Forecast in the Context of the Finance Calendar 26 © 2014 Proformative
  • 27. Benefits of Rolling Forecasts • Enable a consistent forward looking business perspective that aligns to the cadence of the business rather than the financial calendar • Saving prior forecasts enables insight and improvement of the process • Provide the ability to regularly monitor and course correct • Or seize opportunities • Allow for a stronger basis in reality rather than the aspirational nature of budgets 27 © 2014 Proformative
  • 28. Waterfall Reporting • Highlights trends • Identifies errors in forecasting Problems with the model Problems with incentives • • • Sandbagging • Don’t create incentives for people to be less than honest Manage the human bias in decision-making • Q1 2014 Q2 2014 Q3 2014 Q4 2014 Q1 2015 Feb Forecast 10 12 11 15 11 May Forecast 11 13 12 15 11 14 August Forecast 11 14 13 15 12 14 13 Nov Forecast 11 14 13 15 13 14 13 Actual 28 © 2014 Proformative Forecast Q2 2015 Q3 2015 Out Period Q4 2015 16
  • 29. Conclusion • Use Scenario Planning to build confidence in forecasts • Develop a robust driver based model • Use Rolling Forecasts to flag leading indicators and respond to material changes 29 © 2014 Proformative
  • 30. Reveal the Mystery Company 30 © 2014 Proformative
  • 32. Thank You For Attending Proven Techniques for Optimizing your Financial Planning and Analysis Process
  • 33. Sources • The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes Business, Economies, Societies and Nations • • • Book by James Surowiecki 2004 Extraordinary Popular Delusions and the Madness of Crowds • • • Book by Charles Mackay 1841 The Black Swan • • • Book by Nicholas Taleb 2007 Priceless: The Myth of Fair Value (and How to Take Advantage of It) • • • Book by William Poundstone 2010 Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions • • 33 Book by Dan Ariely 2008 © 2014 Proformative