Payments at Risk

Overview
The Payments at Risk report is a critical early warning system that identifies accounts where payment failure is likely due to extended time gaps between payment setup and processing. This report flags accounts where collectors captured payment information but scheduled the first payment more than 14 days in the future. During these extended delays, cards can expire, bank accounts can close, and customers may change their minds. By identifying these at-risk payments early, managers can take proactive steps to protect revenue.
Key Benefits
- Prevent Payment Failures: Identify payments likely to fail before they process
- Protect Revenue: Take action to save at-risk collections
- Improve Timing: Coach collectors on optimal payment scheduling
- Risk Prioritization: Focus on highest-risk, highest-value accounts first
- Team Performance: Identify collectors who consistently create risky delays
Understanding Your Data
| Column | What It Means | How to Use It |
|---|---|---|
| ManagerName | Supervising manager | Accountability and oversight |
| CollectorName | Collector who set up payment | Identify training needs |
| FileNumber | Account reference | Look up specific accounts |
| PaymentInfoCapturedAt | When payment details were entered | Start of risk window |
| FirstPaymentDate | When first payment will process | End of risk window |
| DaysAtRisk | Gap between setup and payment | Risk severity indicator |
| RiskLevel | MODERATE, HIGH, or CRITICAL | Prioritize intervention |
| AccountBalance | Total amount owed | Financial impact |
| TotalScheduledPayments | Number of payments planned | Payment plan complexity |
| AccountStatus | Current account status | Context for risk |
| EstimatedRevenueAtRisk | Potential loss calculation | Financial exposure |
Risk Level Categories
CRITICAL Risk (>60 days)
- Risk Factor: 50% chance of payment failure
- Common Issues: Card expiration, account closure, complete disengagement
- Action Required: Immediate intervention within 24 hours
HIGH Risk (30-60 days)
- Risk Factor: 25% chance of payment failure
- Common Issues: Changed financial situation, second thoughts
- Action Required: Contact within 48 hours
MODERATE Risk (14-30 days)
- Risk Factor: 10% chance of payment failure
- Common Issues: Minor card issues, address changes
- Action Required: Review and monitor weekly
Using This Report
Daily Management Process
Morning Priority Review
- Sort by RiskLevel and DaysAtRisk (highest first)
- Identify any new CRITICAL risks
- Assign immediate follow-up tasks
Risk Assessment
- Review EstimatedRevenueAtRisk totals
- Calculate team's total exposure
- Prioritize by financial impact
Collector Coaching
- Identify collectors with multiple at-risk accounts
- Review their payment scheduling practices
- Provide immediate feedback
Understanding the Risk
The report only evaluates first payments that are still pending. If a first payment has already posted successfully, the account is excluded because the risk has passed. This focuses your attention on genuinely at-risk situations.
Example Scenarios:
- ✅ GOOD: Payment info captured Jan 1, first payment Jan 10 (9 days)
- ⚠️ AT RISK: Payment info captured Jan 1, first payment Feb 1 (31 days)
- ✅ SAFE: First payment already posted (excluded from report)
Taking Action
Based on risk levels, implement these strategies:
For CRITICAL Risk Accounts (>60 days)
Immediate Contact
- Call customer same day
- Verify payment method is still valid
- Confirm customer's commitment
Adjust Payment Schedule
- Move first payment to within 7 days
- Consider immediate partial payment
- Get fresh payment authorization
Document Everything
- Record why delay was created
- Note customer's current situation
- Update account status
For HIGH Risk Accounts (30-60 days)
48-Hour Follow-up
- Proactive customer contact
- Confirm payment intent
- Address any concerns
Payment Validation
- Verify card expiration dates
- Confirm account numbers
- Update any changed information
Consider Alternatives
- Offer to move payment date closer
- Suggest smaller initial payment
- Provide payment reminder service
For MODERATE Risk Accounts (14-30 days)
Weekly Monitoring
- Track progression toward payment date
- Note any account activity changes
- Prepare for payment processing
Preventive Measures
- Send payment reminders
- Confirm contact information
- Document continued engagement
Best Practices
- Optimal Timing: Schedule first payments within 7-10 days
- Customer Psychology: Shorter gaps maintain commitment momentum
- Card Expiration: Always check expiration dates before scheduling
- Clear Expectations: Ensure customers understand payment timing
- Regular Reviews: Check this report daily for new risks
Revenue Protection Strategies
Calculating Financial Impact
The report estimates revenue at risk based on industry-standard failure rates:
- CRITICAL (>60 days): 50% of balance at risk
- HIGH (30-60 days): 25% of balance at risk
- MODERATE (14-30 days): 10% of balance at risk
Team Performance Metrics
Monitor these patterns:
- Average gap days by collector
- Risk level distribution by team
- Success rate after intervention
- Revenue saved through proactive action
Tips for Success
- Train on Timing: Educate collectors on optimal payment scheduling
- Use Psychology: Leverage commitment while it's fresh
- Technology Helps: Use automated reminders for longer gaps
- Document Reasons: Track why long delays are sometimes necessary
- Celebrate Saves: Recognize successful risk interventions
Related Reports
- Payment Dashboard - Monitor payment success rates
- Financial Dashboard - Track revenue impact
- Accounts By Date - Review collector daily activity
- Collector Payment Performance Comparison - Analyze payment success patterns