When things go wrong
Recognizing distress early
status: draft
Recognizing distress early
Most problems don’t appear overnight. There’s usually 60-90 days of deteriorating signals before a covenant breach or trigger trip. Your surveillance framework should catch issues before they become breaches. Early recognition gives you options. Late recognition gives you damage control.
status: draft
The three levels of distress
Distress in ABF comes in three forms, and the distinction matters because each requires a different response.
Originator-level distress
The company is struggling (liquidity, management, operational issues) but the portfolio may be performing fine. Your risk is counterparty, not collateral.
What’s happening: The originator might be healthy if they had a different capital structure, but their problems could spill over into your deal if they can’t service the loans or start originating garbage to stay alive.
Why it matters: An originator under pressure makes bad decisions. They might loosen underwriting to generate volume. They might cut servicing staff to save costs. They might commingle funds that should be segregated. Their problems become your problems through operational contagion.
What to watch: Management changes, funding gaps, vendor disputes, employee departures, strategic pivots, restatements, regulatory scrutiny.
Portfolio-level distress
The assets are underperforming (rising delinquencies, losses above expectations) but the originator may be healthy. Your risk is collateral, not counterparty.
What’s happening: The originator might weather this if the rest of their business is solid, but your facility is impaired. The loan tape is deteriorating regardless of what happens at the corporate level.
Why it matters: Even a well-managed originator can have a bad vintage or geographic concentration that blows up. The portfolio economics can turn negative while the originator remains solvent.
What to watch: Delinquency trends, loss severity, prepayment speeds, concentration drift, vintage performance, extension rates.
Structural distress
Triggers have tripped, cash is trapped, the deal is in technical default or rapid amortization. The structure is now working against you.
What’s happening: Even if the originator is healthy and the portfolio is performing, you have a problem to solve. The deal mechanics have activated, and the waterfall or covenant framework is constraining normal operations.
Why it matters: Structural distress can cascade. Cash trapping reduces originator liquidity. Advance rate step-downs force paydowns. Rapid amortization prevents new originations. Each structural trigger can create the conditions for the next one.
What to watch: Trigger headroom, utilization rates, OC/IC cushions, amendment frequency, cash trapping events.
Overlapping distress
The three types often occur together, but not always in the same order.
| Combination | Example | Response Priority |
|---|---|---|
| Originator + Portfolio | Struggling company with deteriorating book | Assess total exposure; may need exit |
| Originator + Structural | Healthy portfolio but company in crisis | Protect collateral; consider servicing transfer |
| Portfolio + Structural | Good company with impaired facility | Work the structure; negotiate amendments |
| All three | Full crisis | Triage; engage restructuring advisors |
status: draft
Early warning signals
Originator-level signals
Operational warning signs:
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Delayed financial reporting | First sign of internal chaos; inability to close books | 5+ days late |
| Key person departures | CFO or head of credit leaving signals problems | Any senior departure |
| Audit qualifications | External validation of accounting concerns | Any qualification or restatement |
| Litigation announcements | Cash drain and management distraction | Material suits filed |
| Regulatory actions | License risk and operational constraints | Any enforcement action |
Funding and liquidity signals:
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Funding diversification attempts | Shopping for new capital without clear reason may indicate desperation | Unprompted capital discussions |
| Stretching payables | Vendors and service providers being paid late signals cash pressure | 60+ day payables |
| Draw pattern changes | Maximizing facility utilization or unusual timing | Rapid utilization increase |
| Covenant waiver requests | Pattern of requests indicates structural issues | More than 2 per year |
Strategic warning signs:
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Eligibility expansion requests | Loosening criteria without volume growth suggests adverse selection | Any request without clear rationale |
| Geographic expansion | Moving into unfamiliar markets often precedes losses | Rapid geographic shifts |
| Product line changes | Departing from core competency | Major new products announced |
| Management reorganization | Frequent restructuring indicates instability | Third reorg in 2 years |
Portfolio-level signals
Performance signals:
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Delinquency trends | More than two consecutive months above seasonal norms | 50+ bps trend increase |
| Loss severity rising | Collection problems even on defaults | Severity up 10+ points |
| Prepayment speed changes | Slower prepays often signal stressed borrowers | 20%+ deviation from model |
| Extension/modification rates | Borrowers seeking relief is a leading indicator | Mod rate doubling |
Composition signals:
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Concentration drift | Geographic or borrower concentration exceeding limits | Approaching 80% of limit |
| Vintage deterioration | Recent vintages performing worse than prior | Consistent vintage degradation |
| Origination volume surge | Rapid growth without infrastructure scaling suggests adverse selection | 50%+ monthly increase |
| Underwriting drift | Score migration or debt-to-income creep | Movement beyond guidelines |
Compare to expectations:
Review your original underwriting assumptions against current performance.
| Metric | Original Assumption | Current | Variance | Action Level |
|---|---|---|---|---|
| Default rate | X% | X% | X% | >50% variance |
| Prepayment CPR | X% | X% | X% | >30% variance |
| Loss severity | X% | X% | X% | >20% variance |
| WAL | X years | X years | X years | >6 months variance |
Structural signals
| Signal | Why It Matters | Investigation Trigger |
|---|---|---|
| Trigger headroom declining | Less than 200 bps cushion to breach | <200 bps cushion |
| Utilization creeping up | Approaching 95%+ suggests over-reliance | >90% for 30+ days |
| OC/IC cushion eroding | Multiple periods of decline | Three consecutive declines |
| Amendment frequency increasing | Pattern indicates structural problems | Third request in 12 months |
| Cash trapping activating | Liquidity constraint on originator | Any trapping event |
| Excess spread declining | Approaching zero means no cushion | <50 bps excess spread |
status: draft
The signal interpretation framework
Single signal: investigation
A single signal means you need more information. Don’t overreact, but don’t ignore.
Actions:
- Request explanation from originator
- Pull additional data for the specific area of concern
- Review recent reporting for corroborating information
- Document the signal and response in your surveillance file
Multiple signals, same category: concern
Two or more signals from the same category (originator, portfolio, or structural) indicates a pattern.
Actions:
- Schedule call with originator management
- Request enhanced reporting on the specific area
- Review credit documents for relevant triggers
- Consider on-site visit
- Brief your investment committee
Three signals across categories: action required
Three signals from different categories means action, not investigation. This is a distress situation.
Actions:
- Engage legal counsel to review documentation and rights
- Run perfection checklist (see protecting your position guide)
- Model recovery scenarios
- Prepare for waiver/amendment/acceleration decision
- Consider forbearance structure if you need time
status: draft
Building a monitoring framework
Weekly review checklist
- Review daily cash receipts against projections
- Check for any covenant calculation approaching threshold
- Review news mentions and regulatory filings
- Track draw/paydown activity
- Monitor competitor activity and market conditions
Monthly review checklist
- Full financial reporting review
- Compliance certificate validation
- Portfolio stratification analysis
- Vintage curve comparison
- Concentration limit verification
- Servicer performance review
Quarterly review checklist
- On-site visit or detailed video call
- Management discussion and Q&A
- Financial statement analysis and trending
- Peer comparison
- Stress scenario refresh
- Recovery assumption validation
Annual review checklist
- Full credit review with recommendation
- Documentation review with counsel
- Backup servicer verification
- Insurance and bonding verification
- Strategic assessment and outlook
status: draft
When signals require immediate action
Some signals require same-day response, not scheduled review.
Immediate action triggers:
| Signal | Required Action |
|---|---|
| Missed payment | Verify with trustee/agent; run perfection checklist |
| Management fraud allegation | Engage counsel; consider acceleration |
| Regulatory shutdown | Assess servicing continuity; contact backup servicer |
| Bankruptcy filing | Exercise acceleration rights; file proof of claim |
| Material litigation filed | Assess impact; review credit support obligations |
| Servicer failure | Activate backup servicer provisions |
Same-day documentation:
When an immediate trigger occurs:
- Time-stamp when you learned of the event
- Document initial facts as known
- Record all communications
- Preserve all correspondence and reporting received
- Note any representations made by originator
This contemporaneous record protects your rights and supports any later enforcement actions.
status: draft
Cross-references
- Waiver, amendment, or acceleration - What to do after identifying distress
- Protecting your position - Confirming your legal position
- Ongoing portfolio management - Regular monitoring practices
- Triggers, tests, and performance events - How structural triggers work