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Agent · Backlog

Pre-Delinquency Risk Signal Agent

Detects accounts likely to miss an upcoming payment before the due date using affordability, transaction and behavioral signals, and triggers soft-touch preventive outreach to improve self-cure and reduce 0-to-30 roll rate.

Not yet specifiedSemi-autonomousComplexity: Medium
This agent is in the backlog. Registered interest decides which agents are specified and prototyped next.

What it does

  • Score accounts daily on propensity-to-miss and affordability stress
  • Distinguish affordability-driven borrowers from habitual late payers
  • Detect real-time signals such as paycheck deposit timing or failed autopay
  • Queue reminder or payment-date-change offers
  • Feed outcomes back to model monitoring

Systems and data it works with

  • Core servicing/loan management system
  • Decisioning platform (e.g., FICO Platform)
  • Bureau trigger feeds
  • Campaign/dialer orchestration
  • Data warehouse