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- What is scenario planning?
- How does scenario planning differ from traditional forecasting?
- Benefits of scenario planning in an uncertain world
- Six steps for an effective scenario planning process
- Why scenario planning is important
- 11 tips for powerful scenario planning
- Streamline scenario planning with Jedox
- Streamline scenario planning and drive confident decision-making with Jedox AIssisted™ Planning
- Webinar: Uncover opportunities with scenario planning
What is scenario planning?
One of the biggest business risks is information uncertainty – organizations don’t know what they don’t know. So how can executive teams make confident decisions and move forward in a volatile, uncertain, complex, and ambiguous (VUCA) world? One way is through scenario planning.
Scenario planning involves generating and analyzing potential future scenarios, including simulating the effects of intricate changes on the organization and conducting rigorous assessments of alternative courses of action. It provides a structured approach to view different ways the future may unfold based on current trends and assumptions. Using a scenario planning software, executive teams can make decisions based on various possibilities to stay adaptable and drive growth.
The future is probabilistic. Scenario planning empowers organizations to prepare for several potential outcomes based on what they think might happen or what they will make happen. It also uncovers opportunities and risks, tests the robustness of their strategies, and improves decisiveness amid uncertainty.
Can uncertainty be measured?
Economic Policy Uncertainty Index for the United States. This series calculates an index based on the proportion of newspaper stories that discuss uncertainty, changes to tax codes, and disagreement among forecasters.
Equity Market-related Economic Uncertainty Index. This series relates more to market sentiment by looking at newspaper stories mentioning the economy, stock markets, and uncertainty specifically.
How does scenario planning differ from traditional forecasting?
When creating a traditional forecast, budget, or business case, finance teams acknowledge the limitations of their perspective. A single estimate cannot encompass all potential outcomes, so certain conditions are applied to the forecast, such as reduced revenue, increased expenses, or a larger discount rate. Scenario planning complements forecasting because it is based on the principle that multiple outcomes are feasible, encouraging teams to think beyond their assumptions and expand their perspectives.
Scenario planning often starts with the most recent forecast and then adjusts the scope. The forecast can be the most probable scenario or an agreed upon plan. Scenario planning takes the forecast and changes the assumptions by applying “what ifs.” For example:
„What if …?“
What-if scenario ideation helps teams imagine multiple futures and explore the implications by:
Overall, scenario planning is a more comprehensive and adaptable approach to planning than traditional forecasting because it embraces the uncertainty and complexity of the future.
Benefits of scenario planning in an uncertain world
Scenario planning helps organizations build resilience, adaptability, and strategic agility, which are critical for navigating disruptions such as supply chain bottlenecks, inflation, and economic downturns. Some benefits include:
Six steps for an effective scenario planning process
1. Define the current position
Where does the organization stand right now and under what market conditions? What are the key trends, forces, and uncertainties that could shape the future business environment? These may include economic, social, technological, environmental, and political factors. This is often accomplished by identifying and analyzing critical strengths (strong balance sheet, high market share, or strong backlog) as well as weaknesses (product cost inefficiencies, litigation, or an underfunded marketing campaign) with a strengths, weaknesses, opportunity, and threats (SWOT) analysis.
2. Develop multiple versions of the future
This is where the “what ifs” come into play. Develop three to seven plausible and diverse scenarios that represent different possible futures and include assumptions around both external and internal changes. These scenarios should be internally consistent, logically coherent, and cover a range of possible outcomes. External changes that may affect the organization include government actions, sudden fluctuations in demand, and actions by competitors or new entrants. Internal changes can include human resources (HR) staffing levels, capital funding and allocation, and launching or sunsetting product lines.
A strength can quickly turn into a challenge. For example, many retailers believed their store footprint at major malls was a strength until the COVID-19 pandemic fundamentally changed consumer behaviors.
3. Analyze scenarios and determine strategic direction
Analyze each scenario in detail, assessing its potential impact on the organization and identifying the associated risks and opportunities. Then determine the strategic direction the business should take for each scenario. For example, if a competitor launches a superior product and the organization is unable to respond with a comparable offering for at least six months, how should teams respond? One option is accepting short-term losses and expecting to gain customers back when they are ready. Other options may include pulling out of the market completely, or attacking with a marketing campaign that identifies their product’s strengths and the competitor’s shortcomings.
This stage is where organizations need to spend the most time, and it can also be the most frustrating. It is important to not only focus on the most likely scenarios, but also think about black swan event scenarios – and not all of them should be negative. How can teams respond if their YouTube video goes viral, spiking the demand for one product? Would they be able to meet demand? If not, would the demand be lost? Settle on a reasonable number of scenarios so it will be manageable while still being useful.
4. Create a series of strategies and plans
Create a strategy and plan for each scenario. A plan does not have to be a full-blown business plan with charts, diagrams, and financial projections, but it should address the risks and opportunities identified in each scenario. These strategies and plans should be adaptable and designed to enable the organization to respond quickly and effectively to changing circumstances.
Each plan can be a short, bulleted list of steps to take if the scenario occurs. It is important not to get too specific at this stage. Business is dynamic, and change can happen rapidly. In the moment, teams must take action – not everything can, or should, be planned out. The goal is to create a framework in which to consider how to respond to a particular situation.
5. Identify triggers that will drive the actions for each plan
Many people choose not to act when faced with a difficult choice, often to minimize harm or avoid accountability. In business, the worst decision is almost always making no decision at all, especially in a VUCA world. Identifying the key triggers that would warrant the planned action is critical in fighting inaction. For example, if a busy season comes in more than X% below expectations, then what needs to happen? It is natural to decide to make it up in the next quarter, but will that happen? If so, how?
Remember, hope is not a strategy. Strategy is acting based on a series of assumptions within a framework that has already been thought through. Strategy is hard work, and that is why effective scenario planning helps teams formulate the best strategies before they happen – so they are prepared to act.
6. Rinse and repeat
Monitor the environment for changes and update scenarios, strategies, and plans as necessary. The scenario planning process is iterative and may involve revisiting earlier steps as new information or insights become available. The process should also involve input from stakeholders across the organization and beyond, including experts, customers, and employees, to ensure that a wide range of perspectives are considered.
Why scenario planning is important
Scenario planning can be extraordinarily time consuming, and the benefits may not be instantaneous. However, the process does not have to be performed monthly. Quarterly, or even twice per year, may be ideal for some organizations. Using a third party to review the existing planning model and manage the process may be beneficial, as most finance teams have limited capacity beyond other reporting requirements and projects. Teams will reap the benefits of scenario planning the more frequently it is performed for several reasons, including in the following areas:
11 tips for powerful scenario planning
- 1
Not everything is relevant: It is important to recognize that not all data and variables are relevant. Teams may need to apply various statistical methods, such as regression, to evaluate how relevant the data is for the model.
- 2
Involve key stakeholders: Involve a diverse and inclusive team with a range of perspectives and expertise to ensure that all relevant factors are considered and potential gaps are identified.
- 3
The world is interdependent: Examine the presence of multicollinearity and the interplay between variables that impact the strategies and plans created.
- 4
The world is more random than deterministic: Take that into account by applying probabilities to various scenarios or running a Monte Carlo simulation to analyze a distribution of potential outcomes.
- 5
Develop internally consistent scenarios: Ensure that each scenario is internally consistent and logically coherent, and that it represents a plausible and distinct future.
- 6
Distribution is usually not normal: Averaging out a high, medium, and low is not a reliable method to create a unified outlook, because inputs and outcomes do not typically follow a normal distribution. Look for the best distribution pattern for each data source and apply heuristic judgment around forecasted numbers.
- 7
Challenge assumptions and biases: Encourage team members to challenge assumptions and biases to ensure that all perspectives and potential outcomes are considered.
- 8
Develop adaptable strategies: Develop strategies and plans that are adaptable so the organization is prepared to respond effectively to changing circumstances.
- 9
Monitor and update regularly: Monitor the business and the environment for changes, and update the scenarios and strategies regularly to ensure they remain relevant and effective over time. Were some scenarios better than others? If so, why?
- 10
Create a digital twin: Technology, such as artificial intelligence (AI) and machine learning, will allow teams to run more scenarios faster. Most financial planning and analysis (FP&A) solutions can easily change assumptions for rapid iterations of several scenarios.
- 11
Leverage technology: Use actual or synthetic historical data to build a financial model that represents the business conditions where multiple simulations or scenarios can be run.
What is the Monte Carlo simulation?
Named after the Monte Carlo Casino in Monaco because of the inherent randomness of games such as roulette, the Monte Carlo simulation is a mathematical method for calculating the probability of multiple potential outcomes through repeated random sampling.
We are well prepared for further growth, increasing data volumes, and new business challenges.
Director of Finance, Nölle + Nordhorn GmbH
Streamline scenario planning with Jedox
Effective scenario planning requires a rigorous and systematic approach, as well as a willingness to challenge assumptions and consider a range of perspectives. Creating comparisons between different assumptions and scenarios requires an enormous amount of time, preparation, and manipulation. Teams often spend time duplicating dozens of spreadsheets just to simulate one scenario. Machine learning, predictive forecasting, and other AI tools are replacing traditional scenario planning methods, enabling always-on forecasting and scenarios to drive actionable insights and confident decision-making – regardless of uncertainty.
The Jedox AIssisted™ Planning solution delivers driver-based forecasts that predict what-if scenarios and produces three forecasts for each new scenario. This frees up finance teams to focus on higher-value tasks. When high-performing teams have the tools they need to deliver adaptable plans, they can achieve the decisiveness, confidence, and performance they need to shape the future.
With Jedox AIsissted™ Planning, we can plan at a level of detail that was not possible before.
Director of Performance Controlling, Mistui Chemicals Europe GmbH