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What is meant by the term predictive analytics?
Predictive analytics is a method used to make forecasts about current or future trends and events based on existing data.
In logistics, it helps optimize:
- Fleet utilization
- Inventory planning
- Personnel scheduling
- Process management
Data is analyzed using machine learning algorithms to recognize patterns, predict demand, and support data-driven decision-making.
Use cases:
- Forecasting seasonal demand spikes (e.g., holidays)
- Stock planning
- Customer profiling
- Cost-benefit analyses
- Failure and delay predictions
Overall, it enhances supply chain visibility and enables proactive management.
Further explanations of terms.