Why it matters
Capacity planning avoids stockouts. Understanding shapes strategy.
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The architecture
Forecast: training + serving demand.
Reserve: capacity commitments.
Multi-cloud + on-prem mix.
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How it works end to end
Forecast horizon: 6-24 months.
Reserved capacity: 30-50% discount.
Multi-cloud for supply.
Buffer for surprises.