Library / Problem Structuring and Decision Support Principles Framework
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PSD.10:5.2 - Development evidence with three different limits

For a ninety-day organization recommendation, suppose the adviser has an immediate human assessment, a queue model for the current team, and an offline AI benchmark. Each can inform a different bounded claim.

The human assessment does not establish retention or transfer to later service Work. The queue model does not establish the performance of a reallocated or mixed arrangement without its staffing and interaction premises. The benchmark does not establish current-version service reliability under the operating distribution and oversight arrangement.

The return names three possible supplier questions at their own grain: representative later-Work capability, changed-arrangement service consequences, and exact-version operating evaluation. Only questions that could change the live recommendation are pursued. Averaging the three “confidence” labels would repair none of these gaps.