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Seasonality

Seasonality reflects predictable, recurring fluctuations in demand due to time of year, holidays, weekdays, or major events.

Why It Matters

  • Incorrectly handled seasonality causes large forecast errors.
  • Impacts when inventory must be ordered relative to peak demand.
  • Short periods (e.g., holidays) often require highly granular forecasting.

Connection to Capital

Seasonal misalignment leads to early or excess purchasing, increasing capital lock.

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