> ## Documentation Index > Fetch the complete documentation index at: https://docs.duvo.ai/llms.txt > Use this file to discover all available pages before exploring further. # Forecasting The Forecasting connection generates time series predictions from historical data, letting your agents produce data-driven projections for demand, revenue, inventory, and any other time-ordered metric. ## Setup No setup required. The Forecasting connection is automatically available to every agent. ## Capabilities * **Time series forecasting** — Predict future values based on historical trends and patterns in your data. Supports multiple time frequencies including hourly, daily, weekly, and monthly data. * **Anomaly detection** — Flag unusual data points in historical time series by fitting prediction intervals and identifying values that fall outside the expected range. * **Confidence intervals** — Return prediction ranges alongside point estimates so you can plan for best-case and worst-case scenarios. * **Exogenous variables** — Incorporate external factors (such as promotions, holidays, or weather) into forecasts for more accurate predictions. ## Key Benefits * **No data science required** — Get forecasts from historical data without building or maintaining statistical models. * **Built into any workflow** — Include forecasting as a step in any agent, combining it with data retrieval, analysis, and reporting. * **Range-based planning** — Confidence intervals give you a realistic spread of outcomes, not just a single number. * **Broad applicability** — Apply forecasting to demand planning, financial projections, inventory management, workforce scheduling, or any time-ordered dataset. ## Works Well With Query historical data from your data warehouse and feed it into the Forecasting connection to produce forward-looking projections. Query historical data from your data warehouse and feed it into the Forecasting connection to produce forward-looking projections. Query historical data from your data warehouse and feed it into the Forecasting connection to produce forward-looking projections. Pull forecast results into spreadsheets for planning, reporting, or sharing with stakeholders. Pull forecast results into spreadsheets for planning, reporting, or sharing with stakeholders. Post forecast summaries or alerts when projected values cross key thresholds. Post forecast summaries or alerts when projected values cross key thresholds.