Forecasting
Custom machine learning forecasting for retail demand, energy load, high-frequency trading, and transit. Built by Medoid AI for real-world complexity.
We build forecasting models around your business.
We design custom forecasting models built around how your business actually runs, combining your data with external signals like weather, promotions, and market shifts, then using reinforcement learning to turn forecasts into decisions that adapt as conditions change. Where off-the-shelf tools break on noise, seasonality, and operational quirks, our models are built for them, so teams act on what’s coming, not what already happened.
Every forecasting model, custom-built for the domain it serves.
Retail Demand
Daily store-level forecasting that goes beyond generic tools. Our models factor in new products, assortment changes, promotions, and external data, giving you precise demand planning and a true competitive edge.
Energy Demand
Machine learning models that predict renewable energy production and load demand, helping utilities optimize savings, reduce costs, and enable personalized consumption management.
Stock Trading Metrics
Advanced forecasting models for high-frequency trading data, capable of predicting returns, bid/ask mid-prices, and segmenting time-series with confidence levels.
Transportation Demand
Dynamic demand forecasting for public transportation. By combining sensor data, route structures, and external factors like weather, we help operators move from static schedules to adaptive dispatch strategies.
