🚀 RLA Agentic Forecaster - Full Length

Описание: 🌍 Agentic Forecaster is an AI-powered forecasting platform that combines state-of-the-art machine learning, statistical modeling, and agent-based decision intelligence to predict future demand and supply scenarios with precision.

⚡ Built with models like XGBoost, Random Forest, SARIMA, LSTM, GRU, Prophet, SBA, and more, the system runs multiple forecasting strategies in parallel and selects the best model per product or part. It dynamically adapts to different demand patterns — from intermittent demand to seasonal fluctuations — ensuring high accuracy across industries.

💡 What makes it agentic?
Agentic Forecaster doesn’t just generate predictions; it integrates forecasting agents with optimization layers and an interactive AI assistant. Users can adjust forecasts, simulate scenarios, and analyze performance metrics (MAPE, RMSE, accuracy, bias, etc.) directly through a modern, intuitive interface.

🚀 Key Features

Multi-model forecasting (statistical + deep learning + ensemble methods)

Automatic model selection per product

Scenario simulation with agent-based intelligence

Rich KPI reporting (accuracy, MAPE, WAPE, RMSE, bias)

Perfect for supply chain professionals seeking autonomous, intelligent forecasting that eliminates manual processes and delivers superior accuracy through AI-driven optimization.

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