Forecast next month's demand per product from sales history with a statistical baseline, optionally refined by OpenAI/Anthropic/Gemini, and get reorder quantities/dates plus overstock/dead-stock flags. Includes a color-coded admin grid, on-demand/cron scheduling, and tunable settings for lead time, safety stock, and history window.