Intake Classifier

Classifies incoming deductions by type, maps to trade-deal categories, assigns confidence and routing priority.

Trade Deal Validator

Cross-references deductions against active trade deals, promotion calendars, and proof-of-performance records.

Evidence Matcher

Gathers, matches, and scores supporting documentation: remittance advices, invoices, PoP, deal sheets, delivery receipts.

Recovery Analyst

Calculates recovery probability, recommended action (approve/reject/partial/dispute), and expected recovery value.

Dispute Manager

Manages dispute lifecycle: generates dispute letters, tracks retailer responses, escalates based on aging and value.

Customer Intelligence

Analyzes deduction patterns per customer: frequency, accuracy, dispute rates, compliance trends, and early-warning signals.