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Top 5 Demand Planning KPIs
Demand planning KPIs focus on assessing the accuracy, efficiency, and responsiveness of demand forecasting processes. These KPIs are critical for optimizing inventory, improving customer satisfaction, and minimizing operational costs.

Top 5 Demand Planning KPIs
1️⃣ Forecast Accuracy:
Measures how close the forecasted demand aligns with actual demand.
Formula:
Forecast Accuracy (%) = (1 - |Forecasted Demand - Actual Demand| / Actual Demand) × 100

2️⃣ Mean Absolute Percentage Error (MAPE):
Tracks the average percentage error between forecasted and actual demand.
Formula:
MAPE (%) = (Σ |Forecasted Demand - Actual Demand| / Actual Demand) × 100

3️⃣ Bias:
Indicates whether the forecast tends to overestimate or underestimate demand.
Formula:
Bias = Σ (Forecasted Demand - Actual Demand) / Number of Forecasts

4️⃣ Demand Volatility:
Assesses the stability of demand over time.
Formula:
Demand Volatility = Standard Deviation of Demand / Average Demand

5️⃣ Fill Rate:
Measures the percentage of customer demand fulfilled directly from stock.
Formula:
Fill Rate (%) = (Demand Fulfilled / Total Demand) × 100

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