This article is a work in progress. If you have any questions, thoughts, or corrections, contact us.

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)

PlatformCost RangeNotes
Peach Finance$5-12/loan/monthModern API-first platform, strong for fintech originators
LoanPro$3-8/loan/monthFlexible configuration, handles multiple product types
Canopy Servicing$4-10/loan/monthPurpose-built for consumer lending
Shaw SystemsEnterprise pricingLegacy 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

PlatformFocusNotes
defi SOLUTIONSFull lifecycleOrigination through collections in one platform
RouteOne/DealerTrackDealer integrationConnects to dealer networks for indirect lending
Applied Business SoftwareServicingEstablished 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

PlatformScaleNotes
Black Knight/ICE Mortgage TechnologyEnterpriseIndustry standard, expensive but comprehensive
Mortgage CadenceMid-marketMore affordable alternative
SagentMid-enterpriseModern 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

PlatformFocusNotes
OdessaLease and loanHandles complex structures, balloon payments
LeaseWaveEquipmentPurpose-built for equipment finance
Custom buildsSpecializedCommon 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 TypeImplementationMonthly Cost
SaaS consumer$25-100K$3-15/loan/month
Enterprise consumer$200K-1MLicense + 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:

  1. Payment processor (ACH, card networks)
  2. Bank accounts (balance feeds, reconciliation)
  3. Credit bureaus (Metro 2 reporting)
  4. 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.