Technology and infrastructure
Loan management systems
Loan management systems
Your loan management system (LMS) is the operational backbone of your ABF business. It tracks every loan from origination through payoff and handles the daily work of payment processing, delinquency tracking, and investor reporting. Getting this choice right is critical because migration costs are high and lenders will scrutinize your servicing capabilities.
Core functionality checklist
Any LMS you select for ABF operations must handle these functions reliably:
Origination and boarding
- Loan data capture at origination (all fields required by your facility)
- Document management and tracking
- Funding workflow and disbursement
- Integration with origination systems (if separate)
Your facility agreement will specify required data fields. If your LMS can’t capture them at origination, you’ll be retrofitting data manually every month.
Servicing
- Payment processing and posting (ACH, check, card)
- Escrow/impound management (if applicable)
- Delinquency tracking and worklist management
- Late fee assessment and waiver tracking
- Modification and workout processing
- Payoff quote generation and processing
This is where most of your daily operations happen. The LMS should handle the routine cases automatically so your team can focus on exceptions.
Collections
- Automatic delinquency escalation
- Skip tracing integration
- Collection activity logging
- Right-party contact tracking
- Regulatory compliance (FDCPA, state requirements)
Collections functionality matters even if you outsource to a third-party servicer. You need visibility into collection activity for your investor reports.
Reporting
- Loan tape generation in required formats
- Payment history and transaction detail
- Delinquency and aging reports
- Investor reporting (static pool, servicer reports)
- Regulatory reporting (credit bureau, government)
Reporting is where most ABF-specific requirements live. Your LMS should produce clean loan tapes in the exact format your lender requires.
Platform options by asset class
The LMS market is fragmented by asset class. Your options depend on what you originate.
Consumer loans (personal, BNPL, point-of-sale)
| Platform | Cost Range | Notes |
|---|---|---|
| Peach Finance | $5-12/loan/month | Modern API-first platform, strong for fintech originators |
| LoanPro | $3-8/loan/month | Flexible configuration, handles multiple product types |
| Canopy Servicing | $4-10/loan/month | Purpose-built for consumer lending |
| Shaw Systems | Enterprise pricing | Legacy platform, extensive functionality but older technology |
Illustrative pricing. See pricing disclaimer.
Fintech originators typically gravitate toward Peach or LoanPro for their modern APIs and configurability. Shaw works for larger operations willing to invest in customization.
Auto finance
| Platform | Focus | Notes |
|---|---|---|
| defi SOLUTIONS | Full lifecycle | Origination through collections in one platform |
| RouteOne/DealerTrack | Dealer integration | Connects to dealer networks for indirect lending |
| Applied Business Software | Servicing | Established player with deep auto expertise |
Auto finance has specific needs around dealer integration, floor plan lending, and state-specific titling requirements that general-purpose platforms don’t handle well.
Mortgage
| Platform | Scale | Notes |
|---|---|---|
| Black Knight/ICE Mortgage Technology | Enterprise | Industry standard, expensive but comprehensive |
| Mortgage Cadence | Mid-market | More affordable alternative |
| Sagent | Mid-enterprise | Modern platform gaining traction |
Mortgage servicing has the most regulatory complexity. Vendor selection here is usually driven by your servicer or sub-servicer relationship.
Equipment and commercial
| Platform | Focus | Notes |
|---|---|---|
| Odessa | Lease and loan | Handles complex structures, balloon payments |
| LeaseWave | Equipment | Purpose-built for equipment finance |
| Custom builds | Specialized | Common for unusual asset classes |
Commercial lending often involves deal structures that off-the-shelf systems don’t support. Expect more customization or custom development here.
Cost ranges by platform type
| Platform Type | Implementation | Monthly Cost |
|---|---|---|
| SaaS consumer | $25-100K | $3-15/loan/month |
| Enterprise consumer | $200K-1M | License + maintenance |
| Mortgage | $500K-2M | $15-30/loan/month |
| Custom build | $500K-2M+ | Maintenance + staff |
Illustrative pricing. See pricing disclaimer.
Per-loan pricing dominates for SaaS platforms. This aligns costs with volume but can become expensive at scale. Enterprise platforms typically use license models with annual maintenance fees.
What lenders check in due diligence
When a capital provider does operational due diligence, they’ll examine your LMS capabilities closely:
Data integrity controls
How do you ensure the tape matches reality? Lenders look for:
- Validation rules that prevent bad data entry
- Reconciliation between LMS and payment processor
- Audit trails showing data changes over time
Payment posting accuracy
- Reconciliation procedures between bank and LMS
- Error rates and resolution procedures
- Handling of partial payments and misapplied payments
Modification tracking
- Documentation of servicing decisions (deferrals, modifications, fee waivers)
- Approval workflows for modifications
- Impact tracking on borrowing base eligibility
Audit trail
- Every action logged with timestamp and user
- Change history for loan-level data
- Report generation history
Access controls
- Role-based permissions (not everyone sees everything)
- Segregation of duties (different people approve vs. execute)
- Regular access reviews
If your answer to any of these is “we check it manually in Excel,” expect follow-up questions and potentially enhanced reporting requirements.
Implementation considerations
Timeline
Plan for 3-6 months from vendor selection to go-live for SaaS platforms. Enterprise implementations can take 12-18 months. Include time for:
- Configuration and setup (4-8 weeks)
- Data migration (if applicable) (4-12 weeks)
- Integration development (4-8 weeks)
- User training (2-4 weeks)
- Parallel testing (4-8 weeks)
Data migration
If you’re moving from an existing system, data migration is often the hardest part:
- Map fields from old system to new
- Clean historical data before migration
- Validate migrated data against source
- Plan for dual running period
Integration priorities
Connect these first:
- Payment processor (ACH, card networks)
- Bank accounts (balance feeds, reconciliation)
- Credit bureaus (Metro 2 reporting)
- Document management (loan files, correspondence)
Other integrations (analytics, portals, counterparty systems) can come later.
Common LMS mistakes
Selecting for features you don’t need. More functionality means more complexity. Choose a platform appropriate for your current scale with a reasonable upgrade path.
Underestimating configuration time. “Configurable” doesn’t mean “configured.” Budget significant time for setup, testing, and refinement.
Ignoring data portability. Get data export rights in writing. If your vendor holds your data hostage, switching becomes extremely painful.
Skipping the reference calls. Talk to 2-3 current customers of similar size and complexity. Ask about implementation experience, ongoing support quality, and hidden costs.
Delaying credit bureau reporting setup. Metro 2 reporting has specific formatting requirements and certification processes. Start early because it often takes longer than expected.
Related topics
- Data and analytics infrastructure - why you need more than just an LMS
- Build vs buy decisions - framework for make or buy choices
- Technology and infrastructure - overview and implementation roadmap