Why it matters
Capacity analysis prevents outages and waste. Forecasting = calm ops.
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The architecture
Measure current capacity; forecast growth; plan expansions.
Reserve GPUs early.
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How it works end to end
Load-test to ceiling.
Forecast 6-12 months.
Reserve capacity early.