PredictRoute AI: Forecast Demand, Optimize Delivery, Cut Supply Chain Waste
Inspiration:
Supply chains lose billions every year due to two interconnected problems: inaccurate demand forecasting and inefficient logistics planning. Most existing solutions optimize either inventory or transportation, but rarely both together. We wanted to build a unified AI-powered platform that helps businesses make smarter decisions from forecasting demand to delivering products efficiently.
What it will do:
PredictRoute AI combines two intelligent modules: 1.Demand Forecasting Engine predicts future demand across product categories, regions, and markets, enabling proactive inventory planning. 2.Route Optimization Engine generates efficient delivery routes that minimize travel time and logistics costs while respecting operational constraints. The platform presents demand insights, recommended stock levels, optimized delivery routes, and predicted transit times through an interactive dashboard.
Built With
- forecasting
- learning
- machine
- numpy
- or-tools
- pandas
- plotly
- prophet
- python
- route
- scikit-learn
- series
- streamlit
- time
- xgboost
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