Segments delinquent accounts by propensity-to-pay, balance and risk, and assigns each to an optimal treatment path (digital-only, autonomous AI, premium human attention) subject to policy and cost constraints.
Full spec in reviewSemi-autonomousComplexity: High
The full specification - workflow, tools, guardrails, handoffs and evaluation set - is in review and will replace this page when published.
What it does
Compute propensity-to-pay and expected net-back per account
Assign champion/challenger treatment paths
Set contact cadence and channel budget
Re-segment as behavior changes
Report lift versus control
Systems and data it works with
Collections platform (e.g., Latitude by Genesys, C&R, Katabat)