When the output is judgment, the product must be accountable.
A recovery operation does not need another unstructured list. It needs a repeatable way to decide what can advance, what requires review, and what must stop.
Data and decisions are different products.
Records can be incomplete, contradictory, duplicated, or restricted. Adding more possible values does not automatically produce an operational answer. A decision layer must convert the available record into a controlled disposition that an operator can review.
Uncertainty should create work, not false confidence.
A credible system does not force every record into an affirmative result. It identifies exceptions, preserves restrictions, and makes unresolved work visible to the organization.
Auditability is part of the deliverable.
Operations and compliance teams need to understand the result at the level required to manage the file. Gallus Resolve provides documented outcomes while keeping its proprietary CAS-1 implementation, thresholds, and source treatment inside the controlled platform.