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Prioritize Competing Ad Hoc Requests

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Problem

Scenario

You're supporting multiple internal teams that all rely on you for ad hoc reporting and analysis. Several requests arrive at the same time, each framed as urgent, and you need to decide what to do first without damaging trust or delaying the most important work.

Question

How do you prioritize your work when multiple teams are requesting ad hoc reports simultaneously?