Some servicing integrations only receive periodic balance snapshots from a host system rather than detailed payment events. When the balance changes, the system must infer how that reduction should be applied across instalments. This article explains how to design allocation logic under that constraint by treating balance changes as inferred net movement instead of confirmed payments. Deterministic allocation ensures balances, missed payment indicators, and next amounts due remain predictable and explainable, even when systems exchange only limited information.