Risk governance, risk tolerance and risk budgeting
Risk governance is top-down direction from the board: it sets the organization's risk tolerance (how much loss it can accept in pursuit of its goals) and oversees risk across the whole enterprise. Risk budgeting then allocates that total risk to activities, so risk is spent where it is expected to earn the most.
Before this: What risk management is, and the risk management framework
On the exam
- Define risk governance and describe elements of effective risk governance
- Explain how risk tolerance affects risk management
- Describe risk budgeting and its role in risk governance
Define risk governance and describe its elements, explain how risk tolerance affects risk management, and describe risk budgeting and its role. Expect concept items, plus one calculation of combined risk across budget sources.
How deeply to learn each part
- Know the idea
- Understand it in general. It frames other topics, but you will not calculate with it.
- Use it
- Understand it well enough to solve a question with it. Recognize when it applies.
- Memorize
- Learn it by heart. The exam will not give it to you.
You know this one. The full lesson is folded away. The takeaways, formulas and checkpoint below are your quick refresher, and the checkpoint is a fair test of whether you still do.
You tested strong here. The full lesson is folded away. The takeaways, formulas and checkpoint below are your quick refresher, and the checkpoint is a fair test of whether you still know it.
The framework needs someone to say how much risk is too much, and a way to share that limit out. Those two jobs belong to governance and to the risk budget.
What is risk governance?
Memorize
Risk governance is the top-down process and guidance that directs risk management activities to align with and support the overall goals of the enterprise. It usually comes from a board of directors with fiduciary duties. The board does three things.
- It sets the organization’s goals, direction and priorities, which are the foundation for risk management.
- It sets the risk appetite or tolerance: which risks are acceptable, which are to be mitigated and how far, and which are unacceptable. It also gives a sense of the worst losses that could be tolerated in various scenarios.
- It provides risk oversight, including compliance with regulation, and gives management clear authority to carry the framework out.
Effective risk governance has these elements.
- Enterprise view Memorize whole economic balance sheet, not one business line
- Risk tolerance set in advance Memorize which risks are acceptable, which to mitigate, which not at all
- Risk management committee Memorize regular forum at management level
- Chief risk officer Memorize executive who builds and runs the framework
- Visible commitment from the top Use it risk culture, compliance, regular oversight
The enterprise view
Enterprise risk management is an overarching approach, applied across the organization and consistent with its strategy, that focuses risk activities on the objectives, health and value of the whole organization. It means looking at the entire economic balance sheet, not one part in isolation.
A manufacturer shows why. Its treasury team, judged on its own results, might put the company’s cash reserve into shares of cyclical companies for extra return. But the manufacturer’s own sales are cyclical too. In a recession the shares would fall just as sales dropped and the cash was most needed. A risk that looks tolerable for the treasury portfolio alone is not tolerable for the enterprise, and only a view of all its assets, liabilities and cash flows together shows the overlap.
The same view applies to individuals. A client’s wealth includes human capital as well as financial assets. An airline pilot who also holds a large stake in airline shares is concentrated in one risk.
The committee and the chief risk officer
A risk management committee gives managers a regular forum to discuss the risk framework and key issues. It parallels the board’s deliberations at an operational level. A chief risk officer (CRO) is the executive responsible for building and implementing the framework. A CRO is a strategic participant, not only a police role. In a large organization neither the CEO nor the chief financial officer (CFO) is a good substitute, because neither can give risk the specialized attention it needs.
Go deeper Risk culture: why the tone at the top matters
When risk is built into every key decision, the organization has an effective risk culture . Governance needs visible commitment from the top, because rules alone do not change behavior. Incentives matter too. Pay that rewards short-term profit without regard to the risk taken pushes people toward the excessive leverage and risky strategies that a stated tolerance is meant to rule out. Compare the board and risk themes in the corporate governance topic.
What is risk tolerance, and how does it shape risk management?
Memorize
Risk tolerance is the extent to which an organization is willing to experience losses or opportunity costs and to fail in meeting its objectives. It sits at the center of risk governance, and it is a board decision. The board does not usually choose the activities. Management does that within the tolerance.
The analysis starts with two views that are then integrated.
- Inside view. What shortfalls would cause the organization to fail, or to miss a critical goal?
- Outside view. What uncertain forces is it exposed to? These are its risk drivers.
- Starting analysis two views, integrated
- Inside view Use it what shortfalls would make the organization fail its critical goals
- Outside view Use it what uncertain forces (risk drivers) it is exposed to
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- Should shape it
- Goals, expertise and strategy Use it
- Ability to respond dynamically to adverse events Use it
- Loss it can take and still be a going concern Use it
- Competitive and regulatory landscape Use it
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- Often does, but should not
- Personal agendas of board members (agency problem)
- Size, a calm market, short-term pressure, pay
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A board with a clear tolerance can then draw firm limits in advance, the way a lift has its maximum load stamped on the wall before anyone steps in. It can pursue risks where it has expertise and limit or hedge risks outside its core skills. A stated tolerance also steers strategy away from easy but reckless profit, such as excessive leverage or selling options on its own shares.
Once the tolerance is set, the rest of the framework measures, manages and reports compliance with it. Risk management then aligns risk exposure with risk appetite.
A shipping company’s board might decide that annual operating profit must never fall more than USD 25 million below plan. Every hedging, financing and investment decision is then tested against that limit. A strategy with a higher expected return that could breach the limit is rejected or hedged.
The individual’s decision is similar but harder. Individuals maximize their own utility rather than an observable market value, and many only think about it after a loss.
What is risk budgeting?
Memorize
Risk budgeting picks up where tolerance leaves off. Tolerance says how much risk is acceptable. Budgeting says how that risk is taken. It quantifies and allocates the tolerable risk by specific metrics, bridging the board’s decision and the many management decisions that create the actual exposures. In the purest sense a budget implies a total risk limit for the organization.
A risk budget can be one-dimensional or multi-dimensional.
- One dimension
- Standard deviation Use it
- Beta Use it
- Value at risk Use it
- Scenario loss Use it
-
- Several dimensions
- Risk classes Use it equity, fixed income, commodity risk
- Risk factors Use it exposure to value, growth and other premiums
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The risk view often tells you more than the asset-class view. A foundation’s portfolio labeled 50% shares, 30% corporate bonds and 20% private credit looks spread across three asset classes. Viewed by what drives its returns, though, all three lose when the economy weakens and credit spreads widen, so most of its risk comes from a single source: the business cycle. Labels say little on their own. A water utility’s shares can be steadier than a fund of high-yield bonds. The risk factor approach goes further and budgets exposure to factors, such as value or momentum, in the hope of capturing the associated premiums.
The main benefit is that a budget forces trade-offs. If everything management wants to do exceeds the budget, risk goes first to the activities with the highest return per unit of risk. Management must also choose between doing less of a risky investment or doing more with a hedge, which tests each idea against the market’s risk-return line. Many individuals fail to budget: they hold large amounts of their employer’s shares, so their wages and savings depend on one firm.
Combining sources of risk
Standalone risks do not add up. If two sources are uncorrelated, they combine as the square root of the sum of the squares, which is less than the plain sum. With a correlation, a cross term is added.
A portfolio's three sources of active risk have standalone risks of 2.40%, 1.20% and 1.30%, and every pair has a correlation of 0. The combined active risk is closest to:
√(5.76 + 1.44 + 1.69 + 2 × 0 × 7.56) = 2.98%
Combined risk2.98%
- 2.4x²+1.2x²+1.3x²+(2×0×((2.4×1.2)+(2.4×1.3)+(1.2×1.3)))=√xpercent points
x² square · √x square root
- 2.4ENTER×1.2ENTER×+1.3ENTER×+sum of squares
- 2.4ENTER1.2×2.4ENTER1.3×+1.2ENTER1.3×+2×0×+add the correlation term
- g√xpercent points
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Try this 0 of 3
- Raise the correlation to 0.5 with the worked-example sources
- Set the correlation to 1 and compare with the simple sum
- At correlation 0.5, cut only equities active risk until you are back inside the budget
Inside the budget with 0.02 percentage points to spare.
- Equities active risk 64.8%
- Fixed income active risk 16.2%
- Tactical allocation 19.0%
Shares are each source's contribution to total variance, σᵢ × (σᵢ + ρ × the other σs) ÷ σ². At zero correlation that is simply σᵢ² ÷ σ². One common ρ keeps the model simple; real budgets use a full correlation matrix.
Show working
Combined risk² = Σσᵢ² + ρ × 2 × Σ (every pair σᵢσⱼ)
Σσᵢ² = 2.4² + 1.2² + 1.3² = 5.76 + 1.44 + 1.69 = 8.89
Cross terms = 0 × 2 × (2.4 × 1.2 + 2.4 × 1.3 + 1.2 × 1.3) = 0 × 2 × 7.56 = 0
Combined risk = √(8.89) = √8.89 = 2.98%, inside the 3.0% budget
Shares of variance: Equities active risk 2.4 × (2.4 + 0 × 2.5) ÷ 8.89 = 64.8%; Fixed income active risk 1.2 × (1.2 + 0 × 3.7) ÷ 8.89 = 16.2%; Tactical allocation 1.3 × (1.3 + 0 × 3.6) ÷ 8.89 = 19.0%
- 2.4x²+1.2x²+1.3x²=STO18.89, the sum of squares
- √x2.9816, so combined risk = 2.98%
x² square · STO store · √x square root
- 2.4ENTER×1.2ENTER×+1.3ENTER×+8.89, the sum of squares
- g√x2.9816, so combined risk = 2.98%
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Raise the correlation slider from 0 to 0.5 and the default sources go over budget. At zero correlation the visual also shows how much of the budget each source uses.
In the example the shares are 5.76 ÷ 8.89 = 64.8% for equity selection, 16.2% for fixed income and 19.0% for tactical allocation. Equity selection is by far the biggest user of the budget even though its standalone risk is only twice that of the others, because variance goes with the square.
Exam tip Risk budgeting does not require or prohibit hedging. Hedging is just one tool for staying inside the budget. A rule that limits the money spent on hedges is not a risk budget.
Go deeper Enterprise risk management versus siloed risk management
Siloed risk management gives each unit its own limit and optimizes it alone. The units may then hold risks that offset or, worse, compound at the level of the whole organization, and nobody sees it. The enterprise view sets a risk tolerance for the whole, budgets it across the units and measures total exposure. The cost of the enterprise approach is a bigger measurement and communication task, which is why it depends on infrastructure and on a CRO with real authority.
Memorize this
MemorizeWho does what
| Role | Job |
|---|---|
| Board (governance) | sets goals, risk tolerance, oversight, high-level policies |
| Management | chooses risky activities within the risk budget |
| Risk management committee | operational-level forum that mirrors the board's risk discussion |
| Chief risk officer | builds and runs the framework; a specialist, not the CEO or chief financial officer (CFO) |
Memory hook Board sets the limit, committee debates it, CRO runs it, managers spend it.
Know it cold Sequence: risk tolerance first, then risk budget, then risk exposures that fit the budget.
MemorizeRisk tolerance rules
Memory hook A lift has its maximum load stamped on the wall before anyone steps in.
Know it cold Set it before a crisis, from the organization's goals and capacity, as a board decision. Setting it afterward is like buying insurance after the loss.
MemorizeRisk budgeting rules
| Idea | Rule |
|---|---|
| What it allocates | tolerable risk, by metric (not money) |
| One-dimension measures | standard deviation, beta, VaR, scenario loss |
| Several dimensions | risk classes; risk factors |
| Main benefit | forces trade-offs; risk goes where return per unit of risk is highest |
| Combining sources | uncorrelated: square root of the sum of squares; never the plain sum |
Memory hook Risk adds in squares, not in lines, unless correlation is +1.
- Enterprise view Memorize whole economic balance sheet, not one business line
- Risk tolerance set in advance Memorize which risks are acceptable, which to mitigate, which not at all
- Risk management committee Memorize regular forum at management level
- Chief risk officer Memorize executive who builds and runs the framework
- Visible commitment from the top Use it risk culture, compliance, regular oversight
- Starting analysis two views, integrated
- Inside view Use it what shortfalls would make the organization fail its critical goals
- Outside view Use it what uncertain forces (risk drivers) it is exposed to
-
- Should shape it
- Goals, expertise and strategy Use it
- Ability to respond dynamically to adverse events Use it
- Loss it can take and still be a going concern Use it
- Competitive and regulatory landscape Use it
-
- Often does, but should not
- Personal agendas of board members (agency problem)
- Size, a calm market, short-term pressure, pay
-
- One dimension
- Standard deviation Use it
- Beta Use it
- Value at risk Use it
- Scenario loss Use it
-
- Several dimensions
- Risk classes Use it equity, fixed income, commodity risk
- Risk factors Use it exposure to value, growth and other premiums
-
Quick example
Two uncorrelated sources of active risk, 5% and 12%. √(25 + 144) = √169 = 13%, well below the simple sum of 17%.
- 5x²+12x²=√x 13
x² square · √x square root
- 5ENTER×12ENTER×+g√x 13
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Quick example
Two sources of 6% and 8% with correlation 0.25. √(36 + 64 + 2 × 0.25 × 6 × 8) = √124 = 11.14%. At ρ = +1 the answer is the simple sum, 14%.
- 6x²+8x²+(2×0.25×6×8)=√x 11.1355
x² square · √x square root
- 6ENTER×8ENTER×+2ENTER0.25×6×8×+g√x 11.1355
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Quick example
Sources of 5% and 12%, uncorrelated. Total variance 169. The first uses 25 ÷ 169 = 14.8% of the risk budget, the second 85.2%.
- 5x²÷(5x²+12x²)= 0.1479
x² square
- 5ENTER×5ENTER×12ENTER×+÷ 0.1479
ENTER enter (on the HP, puts the number on the stack)
How it is asked
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Who sets risk tolerance?
Which body sets the organization's risk tolerance and oversees risk?
The governing body (board), through risk governance. Trap: management or the risk team.
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When to set tolerance
Risk tolerance is best discussed after a crisis, when awareness is high. True or false?
False. Set it in advance, from goals and capacity.
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Combine standalone risks
Two uncorrelated risk sources of 3% and 4%. Combined?
√(9 + 16) = 5%. Traps: 3.5% (average) and 7% (sum, assumes ρ = +1).
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Which is risk budgeting?
Limiting portfolio beta to 0.75, or allocating by risk factors, versus capping money spent on hedging.
The first two allocate by risk characteristics: budgeting. A cap on money spent is not.
Exam traps
- Setting risk tolerance from the risks the organization happens to have, rather than from its goals and its capacity to absorb loss.
- Treating risk budgeting as cost budgeting. It allocates risk, measured by a risk metric, not money.
- Adding standalone risks directly. That is only right if the correlation is +1.
- Discussing risk tolerance only after a crisis.
- Letting the CFO or CEO double as the risk function in a large organization, instead of a chief risk officer and a risk management committee.
Checkpoint
5 exam-style questions. About 90 seconds each.
1Risk governance is best described as:
2Which statement about risk tolerance is most accurate?
3Two uncorrelated sources of risk in a portfolio have standalone risks of 3.0% and 4.0%. Their combined risk is closest to:
4The two sources in the previous question have a correlation of +0.5 instead of zero. Their combined risk is closest to:
5A pension plan's board states the most the plan can lose in a year. The chief investment officer then divides that limit among the equity, bond and alternatives managers according to the risk each is expected to take. Dividing the limit is best described as:
Key takeaways
- Governance: the board sets risk tolerance and oversees risk across the whole enterprise.
- Risk tolerance comes from goals and capacity and is set before the crisis. A CRO and a risk committee are hallmarks of strong governance.
- Risk budgeting allocates total tolerable risk to activities, using metrics such as standard deviation, beta, VaR, scenario loss or factor exposures.
- Uncorrelated risks combine as the square root of the sum of squares. Correlation decides how fast the budget is used up.
Quick example
Two uncorrelated sources of active risk, 5% and 12%. √(25 + 144) = √169 = 13%, well below the simple sum of 17%.
- 5x²+12x²=√x 13
x² square · √x square root
- 5ENTER×12ENTER×+g√x 13
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Quick example
Two sources of 6% and 8% with correlation 0.25. √(36 + 64 + 2 × 0.25 × 6 × 8) = √124 = 11.14%. At ρ = +1 the answer is the simple sum, 14%.
- 6x²+8x²+(2×0.25×6×8)=√x 11.1355
x² square · √x square root
- 6ENTER×8ENTER×+2ENTER0.25×6×8×+g√x 11.1355
ENTER enter (on the HP, puts the number on the stack) · g blue shift key · √x square root
Quick example
Sources of 5% and 12%, uncorrelated. Total variance 169. The first uses 25 ÷ 169 = 14.8% of the risk budget, the second 85.2%.
- 5x²÷(5x²+12x²)= 0.1479
x² square
- 5ENTER×5ENTER×12ENTER×+÷ 0.1479
ENTER enter (on the HP, puts the number on the stack)
All Portfolio Construction formulas, every lesson
Practice exam-style questions on Introduction to Risk Management
Questions about this lesson?
Where this comes back
- Financial and non-financial risks, and how they interact Introduction to Risk Management
- Modifying risk: prevention, acceptance, transfer and shifting Introduction to Risk Management
Questions candidates ask
What is risk governance?
Risk governance is the top-down process, usually led by the board, that directs risk management to support the organization's goals. It sets risk tolerance, provides oversight across the whole enterprise and gives management clear authority. A risk management committee and a chief risk officer are hallmarks of strong governance.
What is risk budgeting?
Risk budgeting is any way of allocating a portfolio or business by the risk characteristics of its parts. It turns the board's overall risk tolerance into limits for activities, using metrics such as standard deviation, beta, VaR, scenario loss or factor exposures. It forces trade-offs, so risk goes where it earns the most.
How does risk tolerance affect risk management?
Risk tolerance defines how much loss, or how many missed goals, the organization will accept. Once it is set, the whole framework measures exposure against it, reports on it and modifies exposure when it drifts outside the limit. It should be set in advance and rest on goals and capacity.
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