Great addition, and a very important point. Analysts are expected to use the exhaust and incidental output of applications to try and generate insight instead of their needs being better considered at the design stage.

This is all within the context of analysts also needing to reconcile across multiple source (SaaS and other) systems leads to very brittle pipelines, and consumers downstream completely dissatisfied.