Built for specialty finance.

Specialty and subprime lenders carry higher delinquency rates by design. That means collections operations work harder, contact attempts happen more frequently, and the window between first missed payment and chargeoff is shorter. At high portfolio volumes, manual collections cannot maintain the contact intensity needed to maximize recovery without proportionally growing headcount.

Subprime lending practices attract heightened regulatory scrutiny. CFPB, FTC, and state regulators have consistently focused enforcement attention on subprime auto and personal finance — UDAAP, FDCPA, and state-specific practices are all in scope. Manual agent floors are the highest-risk part of the compliance stack because every deviation from approved scripting or policy creates exposure.

Independent finance companies and regional auto lenders often carry back-office operations that were built for a smaller portfolio than the one they're running today. As books grow, manual processes don't scale — collections throughput plateaus, chargeoffs increase, and compliance oversight becomes impossible to maintain without investing heavily in headcount.