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Design a metrics and alerting platform addressing cardinality management, alert fatigue reduction, signal correlation, business vs infrastructure metrics, and cost optimization for an organization running 300 services.
## Problem
Your organization runs 300 services generating 10 million active time series. The current metrics platform is struggling: queries are slow, cardinality explosions cause storage costs to spike, on-call engineers receive 200+ alerts per week (most are noise), and leadership cannot connect infrastructure issues to business impact. Design a metrics and alerting platform that scales efficiently, reduces alert fatigue, and bridges technical and business metrics.
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