Collections automation should reduce arrears, not increase operational risk.
Start with:
What to automate safely
- reminder cadences
- assignment and escalation
- draft reconciliation preparation
What should stay approval-gated
- credits and reversals
- write-offs
- high-impact account adjustments
Use exception queues for disputes
Disputes need:
- reason codes
- owner routing
- linked evidence
- status history