Association mining on service requests finds that tree-trim tickets often appear near sidewalk-repair tickets. What is the appropriate next stance before changing policy?

Data-mining associations generate candidate patterns and hypotheses; they are not automatic policy justifications. Validation, domain review, and appropriate causal or operational confirmation should precede policy changes. Discarding all associations or publishing them as proven causation both misstate their epistemic status. Discovery and decision remain separate steps.