Instrument any external AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when adding observability to external agents or sending telemetry data to DataRobot.

Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's automated feature engineering capabilities. Use when working with feature engineering, feature discovery, or analyzing feature importance in DataRobot.

Tools and guidance for model explainability, prediction explanations, feature impact analysis, SHAP values, and model diagnostics. Use when analyzing model explanations, feature impact, SHAP values, or diagnosing model behavior.

Tools and guidance for monitoring model performance, tracking data drift, managing model health, and detecting prediction anomalies. Use when monitoring deployed models, tracking drift, or investigating prediction anomalies.

Tools and guidance for making predictions with DataRobot models, including real-time predictions, batch scoring, and prediction dataset generation. Use when making predictions, running batch scoring, or generating prediction datasets.