Demand Forecasting with Heat Maps
Advanced AI-powered demand forecasting with interactive heat maps, reinforcement learning optimization, and real-time analytics for strategic resource allocation.
Key Features
H3 Spatial Indexing
Precise location-based demand prediction using Uber's H3 hexagonal grid system for optimal spatial analysis.
AI-Powered Predictions
Advanced machine learning models that consider weather, events, traffic, and historical patterns.
Reinforcement Learning
Continuous optimization through RL algorithms that improve driver positioning and reduce wait times.
Real-time Analytics
Interactive heat maps and performance metrics that update in real-time for immediate insights.
Forecast Parameters
Currently, only New York data is supported.