---
name: asset-liability-management
description: Manage the relationship between an organization's assets and liabilities to optimize financial stability, manage interest rate risk, maintain adequate liquidity, and ensure solvency. Covers ALM strategy for corporations and financial institutions, including gap analysis, duration matching, stress testing, and liquidity risk management. Use when users need asset-liability matching, interest rate risk management, liquidity planning, gap analysis, ALM framework, duration management, funding strategy, or balance sheet optimization. Triggers on phrases like "asset liability management", "ALM", "gap analysis", "duration matching", "interest rate risk", "liquidity risk", "funding strategy", "balance sheet optimization", "ALCO", "liquidity coverage ratio", "funding gap", or related ALM queries.
---

# Asset-Liability Management (ALM)

Design and execute an Asset-Liability Management framework that balances risk and return across the balance sheet, manages interest rate exposure, ensures adequate liquidity, and optimizes the organization's capital and funding structure.

## Workflow

1. **Establish ALM Governance Framework**
   - Design organizational structure and policies:
     ```
     ALM GOVERNANCE FRAMEWORK
     ════════════════════════════════════════
     
     ALM Committee (ALCO):
       → Members: CFO, Treasurer, CRO, Business Unit Heads
       → Frequency: Monthly meetings (quarterly for smaller organizations)
       → Mandate: Set risk appetite, approve ALM strategy, review exposures
     
     Risk Appetite Statement:
       → Interest rate risk tolerance: ΔEconomic Value ≤ X% for 200bp shock
       → Liquidity risk tolerance: LCR ≥ 120%, NSFR ≥ 110%
       → Funding concentration: No single source > X% of total funding
       → Refinancing risk: No more than X% maturing within 12 months
     
     ALM Policy Document:
       → Objectives and scope
       → Risk measurement methodologies
       → Limits and thresholds (warning / breach levels)
       → Hedging policies (instrument types, authorization levels)
       → Reporting requirements and escalation procedures
       → Stress testing frequency and scenarios
     ```

2. **Perform Balance Sheet Gap Analysis**
   - Map assets and liabilities by maturity/repricing:
     ```
     REPRICING GAP ANALYSIS
     ════════════════════════════════════════
     
     Time Bucket       | Rate-Sensitive Assets | Rate-Sensitive Liabilities | Gap      | Cumulative Gap
     ──────────────────┼───────────────────────┼────────────────────────────┼──────────┼───────────────
     0-3 months        | $200M                 | $350M                      | ($150M)  | ($150M)
     3-6 months        | $180M                 | $120M                      | $60M     | ($90M)
     6-12 months       | $250M                 | $200M                      | $50M     | ($40M)
     1-2 years         | $300M                 | $280M                      | $20M     | ($20M)
     2-5 years         | $400M                 | $350M                      | $50M     | $30M
     5+ years          | $500M                 | $450M                      | $50M     | $80M
     
     Analysis:
       → Short-term position: LIABILITIES-SENSITIVE (net gap negative)
       → Impact of +100bp rate increase:
          · Interest income increases by: +2.0% on $200M = +$4.0M
          · Interest expense increases by: +1.0% on $350M = +$3.5M
          · Net impact on NIM: +$0.5M (favorable, but marginal)
       → Impact of -100bp rate decrease:
          · Net impact on NIM: -$0.5M (unfavorable)
       
       → Recommendation: Position is slightly liability-sensitive in near term
          · Consider extending liability maturities (lock in rates)
          · Or: Enter interest rate swaps to convert floating to fixed on liabilities
     ```

3. **Calculate Duration and Convexity**
   - Measure interest rate sensitivity:
     ```
     DURATION ANALYSIS
     ════════════════════════════════════════
     
     Asset Duration:
       → Weighted average duration of all rate-sensitive assets
       → Calculation: Σ [t × PV(CFt)] / Σ PV(CFt) for all cash flows
       → Example: Asset duration = 4.2 years
     
     Liability Duration:
       → Weighted average duration of all rate-sensitive liabilities
       → Example: Liability duration = 3.8 years
     
     Duration Gap:
       → Duration Gap = Asset Duration - Liability Duration
       → Duration Gap = 4.2 - 3.8 = +0.4 years (ASSET-SENSITIVE)
     
     Economic Value Impact:
       → ΔEconomic Value ≈ -Duration Gap × ΔInterest Rate × Total Assets
       → For +100bp shock: ΔEV ≈ -0.4 × 0.01 × $2,000M = -$8M
       → For -100bp shock: ΔEV ≈ +$8M
     
     Interpretation:
       → Asset-sensitive position: Rates up = EV down (unfavorable)
       → Rates down = EV up (favorable)
       → Duration gap of 0.4 years is moderate (within typical tolerance)
     
     Hedging Options:
       → Close gap: Buy interest rate swaps (receive fixed, pay floating)
       → Buy interest rate caps on floating-rate liabilities
       → Extend liability maturities (issue longer-term debt)
     ```

4. **Manage Liquidity Risk**
   - Build liquidity monitoring framework:
     ```
     LIQUIDITY RISK MANAGEMENT
     ════════════════════════════════════════
     
     Regulatory Ratios:
       → Liquidity Coverage Ratio (LCR):
          High-quality liquid assets (HQLA) ÷ Net cash outflows (30-day stress)
          Target: ≥ 120% (regulatory min: 100%)
       
       → Net Stable Funding Ratio (NSFR):
          Available stable funding ÷ Required stable funding (1-year horizon)
          Target: ≥ 110% (regulatory min: 100%)
     
     Internal Liquidity Metrics:
       → Cash position (daily): Intraday and end-of-day
       → Available credit lines: Committed vs. uncommitted, undrawn capacity
       → Deposit stability ratio: Core deposits ÷ Total deposits
       → Loan-to-deposit ratio: Loans ÷ Deposits (target: <90%)
       → Concentration of funding: Top 10 depositors / Top 10 lenders
     
     Cash Flow Forecasting:
       → Daily: Next 7 days (operational liquidity)
       → Weekly: Next 30 days (tactical liquidity)
       → Monthly: Next 12 months (strategic liquidity)
       → Stress scenarios: -20% deposits, credit line drawdown, rating downgrade
     
     Contingency Funding Plan (CFP):
       → Trigger levels (early warning, stress, crisis)
       → Action plan at each level
       → Asset liquidation hierarchy (what to sell first)
       → Communication plan (regulators, investors, media)
     ```

5. **Develop Funding Strategy**
   - Optimize funding mix and cost:
     ```
     FUNDING STRATEGY FRAMEWORK
     ════════════════════════════════════════
     
     Current Funding Mix:
       → Customer deposits / accounts payable: 40% (cheapest, most stable)
       → Term loans / bonds: 30% (medium cost, fixed maturity)
       → Commercial paper / short-term: 15% (lowest cost, refinancing risk)
       → Equity / retained earnings: 15% (most expensive, no refinancing risk)
     
     Optimization Principles:
       1. Match funding tenor to asset duration (avoid refinancing risk)
       2. Diversify funding sources (avoid concentration risk)
       3. Maintain unused committed capacity (buffer for stress)
       4. Lock in rates when curve is favorable
       5. Consider embedded options (prepayment, call, put)
     
     Funding Calendar:
       → Track all debt maturities 12-36 months forward
       → Plan refinancing 6-12 months in advance
       → Avoid clustering of maturities (spread them out)
       → Monitor credit markets for optimal timing
     
     Cost of Funds Analysis:
       → Marginal cost of funds by source
       → Funding spread (cost of funds - risk-free rate)
       → Relationship banking economics (deposit beta, cross-sell revenue)
     ```

6. **Execute Interest Rate Risk Hedging**
   - Implement hedges to manage rate exposure:
     ```
     INTEREST RATE HEDGING STRATEGY
     ════════════════════════════════════════
     
     Hedge Instruments:
       
     1. Interest Rate Swaps:
        → Convert floating rate debt to fixed (or vice versa)
        → Notional amount, term, fixed rate, counterparty
        → Accounting: Hedge accounting (ASC 815) or mark-to-market
     
     2. Interest Rate Caps:
        → Pay premium to cap floating rate at strike
        → Protects against rate increases, retains benefit of rate decreases
        → Cost: Upfront premium (0.5-2.0% of notional)
     
     3. Interest Rate Floors:
        → Protect floating-rate asset income from rate declines
        → Receive when rate falls below floor
     
     4. Interest Rate Collars:
        → Buy cap + sell floor (reduce premium cost)
        → Limits both upside and downside rate exposure
     
     5. Cross-Currency Swaps:
        → Convert debt from one currency/rate to another
        → For multinational funding optimization
     
     Hedge Effectiveness Testing:
       → Dollar-offset method or regression analysis
       → Document hedge documentation before inception
       → Ongoing effectiveness assessment
       → Assess hedge accounting qualification
     ```

7. **Perform Stress Testing and Scenario Analysis**
   - Evaluate balance sheet resilience:
     ```
     ALM STRESS TESTING FRAMEWORK
     ════════════════════════════════════════
     
     Standard Scenarios:
       
     Scenario 1: Parallel Rate Shock (+200bp)
       → Impact on NII: -$X million
       → Impact on Economic Value: -$Y million
       → Impact on liquidity: Z (deposit outflow estimate)
     
     Scenario 2: Steepening Curve (+300bp long, +50bp short)
       → Impact on NII: -$X million
       → Impact on Economic Value: -$Y million
     
     Scenario 3: Flattening Curve (+50bp long, +200bp short)
       → Impact on NII: -$X million
       → Impact on Economic Value: -$Y million
     
     Scenario 4: Rate Decline (-150bp)
       → Impact on NII: +$X million
       → Impact on Economic Value: -$Y million
     
     Scenario 5: Deposit Run (-20% non-core deposits in 30 days)
       → Net cash outflow: $X million
       → HQLA coverage: Y days
       → Contingency actions triggered
     
     Scenario 6: Rating Downgrade (2 notch)
       → Commercial paper market access: Lost
       → Deposit beta: Increases to X%
       → Borrowing costs: +Y bps
       → Contingency funding plan: Activated
     
     Frequency: Quarterly (minimum), or ad-hoc after material balance sheet changes
     ```

8. **Report and Monitor ALM Metrics**
   - Build executive ALM dashboard:
     ```
     ALM EXECUTIVE DASHBOARD
     ════════════════════════════════════════
     
     Interest Rate Risk:
       → Duration gap: X years
       → Gap ratio by bucket: [chart]
       → Economic Value sensitivity: ±$Y per 100bp
       → NII sensitivity: ±$Z per 100bp
       → Hedge portfolio: Notional, effective date, remaining life
     
     Liquidity Risk:
       → LCR: X% (target: ≥120%)
       → NSFR: Y% (target: ≥110%)
       → Available liquidity: $Z (cash + undrawn credit lines + HQLA)
       → Liquidity days: N days (runway to zero liquidity)
       → Maturity mismatch: X months
     
     Funding Risk:
       → Debt maturing in next 12 months: $X (Y% of total debt)
       → Concentration risk: Top 3 funders = Z% of funding
       → Cost of funds trend: [3-month, 6-month, 12-month]
     
     Capital Adequacy:
       → CET1 ratio: X% (regulatory min: Y%)
       → Total capital ratio: Z%
       → Leverage ratio: W%
     ```

## Integration Points

- **ALM Software**: CAMS (Proactis), Sigmaprobe, MSCI RiskManager, QRM, Finastra
- **Treasury Management**: Kyriba, SAP Treasury, Sumitomo, Treasurix
- **ERP Systems**: SAP, Oracle (balance sheet, GL data)
- **Risk Management Systems**: MSCI, Axioma, RiskMetrics
- **Data Sources**: Bloomberg, Reuters (market rates, curves, derivatives pricing)
- **Regulatory Reporting**: FR Y-14 (US banks), EBA reporting (EU), Basel III metrics
- **BI/Reporting**: Power BI, Tableau (executive dashboards)

## Edge Cases & Handling

```
EDGE CASES
═══════════════════════════════════════

1. Non-Traditional Balance Sheet (Non-Bank Corporation)
   → ALM still applies but with different metrics
   → Focus on: Debt maturity profile, covenant compliance, interest coverage
   → Less emphasis on deposit stability, more on credit market access
   → Key metric: Interest coverage ratio (EBIT / Interest expense) ≥ 3.0x

2. Embedded Options Complicating Duration
   → Prepayment options on loans (mortgages, auto loans)
   → Call options on bonds
   → Negative convexity: Duration changes as rates change
   → Use Option-Adjusted Spread (OAS) and effective duration

3. Off-Balance Sheet Exposure
   → Letters of credit, guarantees, derivatives
   → Credit conversion factors to estimate drawdown probability
   → Include in liquidity stress testing

4. Multi-Currency Balance Sheet
   → Separate ALM analysis by currency
   → FX overlay management
   → Cross-currency basis swap spreads
   → Translation risk vs. transaction risk
```

## Conversation Examples

### ALM Assessment Request
```
User: "We have $50M in floating rate debt maturing over the next 18 months and rates are rising. What's our ALM playbook?"
AI: "Rising rates + floating rate debt + near-term maturities = triple threat. Here's your assessment and action plan:

Step 1 — Quantify Your Exposure
→ Current interest expense on $50M floating debt at [current SOFR + spread]: $X/month
→ At +200bp: Additional interest cost = $50M × 2% = $1M/year
→ How much EBITDA does this eat? ($1M / EBITDA = X%)

Step 2 — Immediate Actions (This Month)
→ Lock in rates on next maturity:
   · If rates are favorable: Issue fixed-rate debt at current maturity
   · If rates feel high: Consider partial fix (50% fixed, 50% floating)
→ Interest rate cap:
   · Buy cap on remaining floating portion
   · Strike: SOFR + 1.5% (or your comfort level)
   · Cost: ~1.0-1.5% of notional = $500K-$750K for full $50M
   · ROI: If rates rise above strike, cap pays more than premium

Step 3 — Medium-Term (Next 90 Days)
→ Refinancing strategy:
   · Lender outreach for new term loan (3-5 year fixed)
   · Bond issuance if investment grade (or guaranteed by parent)
   · Consider extending tenor to reduce refinancing frequency

Step 4 — Ongoing ALM
→ Target: Max 30% of debt floating at any point
→ Duration matching: Asset cash flows should roughly match debt service
→ Stress test: Can we service debt at SOFR + 400bp?

Share your current debt schedule and I'll build a specific refinancing and hedging roadmap."
```

### Liquidity Stress Test
```
User: "Our board wants a liquidity stress test. What scenarios should we run?"
AI: "Here's your liquidity stress testing framework:

Mandatory Scenarios:
1. Institutional Stress (20% deposit outflow in 30 days)
   → Core deposits: -5% (stable customers leave)
   → Non-core/large deposits: -20% (wholesale funding flight)
   → Net cash outflow: $X million over 30 days

2. Individual Stress (Retail depositor run)
   → Small deposits (<$250K): -10% (FDIC insurance reduces panic)
   → Large deposits (>$250K): -15% (uninsured portion at risk)

3. Combined Stress (both institutional and individual)
   → Most severe scenario
   → Tests combined liquidity buffer

4. Firm-Specific Stress (credit event)
   → Credit rating downgrade (2 notches)
   → Commercial paper market access: Lost
   → Counterparty credit lines: Reduced or withdrawn
   → Increased borrowing costs: +200bp

For each scenario, calculate:
→ 30-day net cash outflow
→ Available HQLA (cash, government securities, highly liquid assets)
→ Liquidity coverage: HQLA ÷ Net outflow
→ Days to liquidity exhaustion

Red flag thresholds:
→ LCR < 100%: Regulatory breach
→ Days to exhaustion < 30: Activates contingency funding plan
→ Concentration > 30% in single funding source: Board-level concern

Want me to build the stress test model?"
```