CoupleShield: Customer Dispute Recovery

Many small merchants lose significant revenue when a single customer couple initiates a dispute or refund, often without clear insight into why it happens. CoupleShield provides real‑time dispute analytics, risk scoring, and automated resolution workflows so businesses can pinpoint triggers, negotiate settlements, and recover lost funds faster.