What happens when an application crosses a policy effective date?

At Aster Financial, a credit officer receives APP-2187 under an income verification policy that accepts an employer letter. Before the officer reaches a decision, a new policy takes effect requiring an additional verification source. The transition clause says applications received before the effective date retain the earlier evidence requirements unless the requested amount changes.

The applicant then increases the requested amount. The application remains open, but its state has changed in a way that removes the transition protection. The officer must request the additional verification source before completing the assessment. A queue entry showing the original submission date is no longer enough to determine the applicable rule.

A training task could present the policy versions, the transition clause, the application history and the amendment record. The model must select the applicable evidence requirements and explain which event changed that selection. Simply choosing the newest document would miss the reasoning, even if it happened to produce the correct request.

This scenario teaches temporal reasoning with business conditions. The important boundary is not just when the policy changed, but how a later event altered the treatment of work already in progress.