PSD.11:5.2 - Compare whole development arrangements, not component scores

In the ninety-day organization case, a course assessment and an AI benchmark cannot be placed directly into one service-reliability ranking. Suppose the adviser obtains a qualified allocation and operations comparison for two whole arrangements: I, internal development with covered service duties, and H, a mixed human–tool arrangement with oversight and fallback.

The hypothetical supplier result gives ninety-day unplanned service-loss bounds of 12–18 hours for I and 8–20 hours for H, on the same service definition and operating conditions. Both retain their separately qualified resource and security conditions. No joint relation between the uncertain losses is supplied.

Those marginal bounds do not establish that H is always better, nor do they establish equality. H permits both a lower and a higher loss than I within the supplied bounds. The comparison returns an unresolved robust service ordering and asks which coordination or operating condition accounts for that difference. A joint model could provide a stronger relation, but it must be supplied rather than inferred from overlapping intervals.

The human capability result, organization-allocation result, and exact-version AI evaluation remain separate premises of that whole-arrangement comparison. No human learning effect is transferred to a model, and no model score stands for the organization’s outcome.