Refactors PredictionsChart to fetch all prediction data in a single batch for instant client-side switching between horizons and simulation factors. Updates state management and effects to utilize the pre-cached batch data, reducing API calls and improving responsiveness. Minor UI text update to remove TensorFlow.js mention.
Introduces a new PredictionsChart component and integrates it into the AnalyticsDashboard with a new tab for AI-powered sales, demand, and stock forecasting. Expands analytics-service with types and service functions for predictions, enabling comprehensive future insights for revenue, demand, and inventory.
