Uplift Scorer

Computes P(payment) × Lift × Amount × StrategicRisk for every collection account using payment behavior signals, credit data, and AR aging.

Portfolio Prioritizer

Ranks the full AR portfolio into a prioritized worklist — highest expected-value contacts surface first, balancing amount, probability, and strategic importance.

Outreach Orchestrator

Assigns collection strategy (cadence, channel, tone) per account and drafts multi-channel outreach: emails, call scripts, portal messages.

Payment Predictor

Forecasts when and how much each customer will pay based on historical patterns, seasonal trends, and current cash-flow signals.

Credit Risk Analyst

Monitors credit signals, financial health indicators, and early-warning triggers for each account — recommends credit-hold or limit adjustments.

AR Intelligence

Analyzes portfolio-wide patterns: DSO trends, aging mix shifts, concentration risk, and collection effectiveness metrics.