Risk Framework

Risk management is what separates successful commodity traders from failed ones. The business involves enormous exposures across multiple dimensions. Without systematic risk management, a single adverse event can destroy a trading house.

The Risk Landscape

Risk Categories

Category	Description	Primary Concern
Price risk	Market movements	P&L volatility
Counterparty risk	Default by buyer/seller	Loss of value
Operational risk	Execution failures	Disruption, loss
Political risk	Government actions	Asset loss, disruption
Currency risk	FX movements	P&L, cash flow
Liquidity risk	Funding availability	Inability to operate

The Core Insight

Commodity trading is risk transformation, not risk elimination.

Traders absorb risk from producers and consumers, transform it through hedging and diversification, and earn a premium for providing this service.

Risk Management Organization

Three Lines of Defense

THREE LINES OF DEFENSE
──────────────────────

FIRST LINE: Business (Front Office)
├── Risk taking within limits
├── First-level controls
└── Ownership of risk

SECOND LINE: Risk Management (Middle Office)
├── Independent oversight
├── Limit monitoring
├── Policy enforcement
└── Risk reporting

THIRD LINE: Internal Audit
├── Independent assurance
├── Control testing
└── Process review

Organizational Structure

RISK ORGANIZATION
─────────────────

Chief Risk Officer (CRO)
├── Market Risk
│   ├── VaR calculation
│   ├── Position monitoring
│   └── Limit management
│
├── Credit Risk
│   ├── Counterparty assessment
│   ├── Exposure monitoring
│   └── Credit limits
│
├── Operational Risk
│   ├── Process controls
│   ├── Incident management
│   └── Business continuity
│
└── Risk Analytics
    ├── Models
    ├── Stress testing
    └── Reporting

Risk Appetite Framework

Defining Risk Appetite

RISK APPETITE STATEMENT
───────────────────────

QUANTITATIVE LIMITS:
- Maximum daily VaR: $10M (95% confidence)
- Maximum single counterparty exposure: $200M
- Maximum country exposure: $500M
- Maximum position size: 5M bbl crude

QUALITATIVE STATEMENTS:
- We hedge at least 90% of price exposure
- We do not trade with sanctioned entities
- We maintain minimum credit ratings for counterparties
- We diversify across geographies and commodities

TOLERANCE:
- Risk limits may be temporarily exceeded by up to 10%
- Breaches must be reported to management within 24 hours
- Repeated breaches result in trading restrictions

Limit Hierarchy

LIMIT STRUCTURE
───────────────

BOARD LEVEL
├── Firm-wide VaR limit
├── Total capital at risk
└── Concentration limits

↓

MANAGEMENT LEVEL
├── Commodity VaR limits
├── Regional limits
└── Counterparty portfolio limits

↓

DESK LEVEL
├── Desk position limits
├── Desk VaR limits
└── Product-specific limits

↓

TRADER LEVEL
├── Individual position limits
├── New counterparty limits
└── Delegation of authority

Risk Measurement

Value at Risk (VaR)

VAR CALCULATION
───────────────

DEFINITION:
Maximum expected loss over a specified period
at a specified confidence level

EXAMPLE:
"1-day VaR at 95% is $5M"
Means: 95% confident loss will not exceed $5M in one day

CALCULATION METHODS:

1. PARAMETRIC (Variance-Covariance)
   VaR = Position × Volatility × Z-score

   Position: $100M
   Daily volatility: 2%
   Z-score (95%): 1.645
   VaR = $100M × 2% × 1.645 = $3.29M

2. HISTORICAL SIMULATION
   Replay actual historical price moves
   Take 5th percentile of outcomes

3. MONTE CARLO
   Simulate thousands of scenarios
   Take 5th percentile of outcomes

Stress Testing

STRESS TEST SCENARIOS
─────────────────────

HISTORICAL SCENARIOS:
1. 2008 Financial Crisis: -40% oil
2. 2014-15 Oil Crash: -70% over 18 months
3. 2020 COVID Crash: -50% in 2 months
4. 2022 Ukraine Spike: +60% in 1 month

HYPOTHETICAL SCENARIOS:
1. Major supply disruption: +50% price spike
2. Demand collapse: -30% in 1 month
3. Currency crisis: -20% USD vs local
4. Counterparty default: $100M exposure lost

RESULTS:
Scenario          Loss Estimate    Action Required
2008 replay       $150M            Review hedges
Supply disruption $80M             Within tolerance
Major default     $100M            Credit review

Risk Reporting

Daily Risk Report

DAILY RISK REPORT
─────────────────

DATE: [Date]

EXECUTIVE SUMMARY
Position increased; VaR within limits; one credit alert.

MARKET RISK
─────────────────────────────────────────────────
Metric              Actual    Limit    Utilization
1-day VaR (95%)     $5.2M     $10M     52%
Position (crude)    3.2M bbl  5M bbl   64%
Position (products) 800K bbl  1.5M     53%

PRICE EXPOSURE BY COMMODITY
Commodity    Long      Short     Net        Delta
Crude        $240M     $235M     +$5M       +67K bbl
Products     $85M      $82M      +$3M       +40K bbl
Metals       $120M     $118M     +$2M       +2K MT

COUNTERPARTY EXPOSURE
Top 5 Exposures:
1. Counterparty A: $85M (limit $100M) - 85%
2. Counterparty B: $72M (limit $100M) - 72%
3. Counterparty C: $65M (limit $80M) - 81%
4. Counterparty D: $55M (limit $75M) - 73%
5. Counterparty E: $48M (limit $75M) - 64%

ALERTS
⚠️ Counterparty F: Credit rating downgraded
   Action: Review limit (currently $30M)

LIMIT BREACHES: None

Management Dashboard

RISK DASHBOARD
──────────────

          Jan   Feb   Mar   Apr   May   YTD
VaR Avg   4.8   5.1   4.5   5.3   5.2   5.0M
VaR Max   7.2   8.1   6.5   7.8   8.5   8.5M
Limit     10    10    10    10    10    10M

Breaches:   0     1     0     0     1     2
P&L at Risk:                           $35M

Credit Exposure Trend: [Chart showing growth]
Operational Incidents: [Trend chart]

Governance

Risk Committees

Committee	Frequency	Focus
Board Risk Committee	Quarterly	Strategy, appetite, policy
Executive Risk Committee	Monthly	Performance, major issues
Operational Risk Committee	Monthly	Incidents, controls
Credit Committee	Weekly	Counterparty approvals
New Product Committee	As needed	New business risks

Policy Framework

POLICY HIERARCHY
────────────────

LEVEL 1: Risk Policy (Board approved)
├── Risk appetite statement
├── Governance structure
└── High-level limits

LEVEL 2: Risk Standards (CRO approved)
├── Market risk standard
├── Credit risk standard
├── Operational risk standard
└── Measurement methodologies

LEVEL 3: Procedures (Business approved)
├── Daily risk processes
├── Limit monitoring procedures
├── Escalation procedures
└── System user guides

Integrated Risk View

Aggregating Risks

INTEGRATED RISK DASHBOARD
─────────────────────────

RISK CATEGORY         EXPOSURE    LIMIT    STATUS
──────────────────────────────────────────────────
Market Risk
  Price VaR           $5.2M       $10M     ✓
  Basis exposure      $1.8M       $5M      ✓

Credit Risk
  Counterparty        $450M       $800M    ✓
  Country             $180M       $500M    ✓

Operational Risk
  Incidents YTD       12          <20      ✓
  Open issues         8           <15      ✓

Liquidity Risk
  Headroom            $525M       >$300M   ✓
  Facility util.      65%         <80%     ✓

OVERALL STATUS: Within Risk Appetite ✓

Risk-Return Analysis

RISK-ADJUSTED RETURNS
─────────────────────

By Desk:
                Return    VaR      RAROC
Crude Oil       $180M     $4M      45x
Products        $65M      $1.5M    43x
Metals          $55M      $2M      28x
Agriculture     $25M      $1M      25x
─────────────────────────────────────
Total           $325M     $8.5M    38x

RAROC = Return / Risk Capital
Higher is better (more return per unit risk)

ACTION:
- Crude and Products efficient
- Metals and Agriculture: Review positions

Key Takeaways

1. Risk management is core to the business — Not just compliance
2. Multiple risk types interact — Must manage holistically
3. Limits must be enforced — No exceptions without escalation
4. Stress testing reveals vulnerabilities — Regular scenarios
5. Reporting drives action — Daily visibility
6. Governance ensures accountability — Clear roles and committees

References

• COSO Enterprise Risk Management Framework
• Basel Committee Guidelines
• GARP Risk Management Standards
• ISO 31000 Risk Management