The text discusses the integration of Fiddler, an AI observability platform, into the Datadog Marketplace, enhancing the monitoring and performance analysis of machine learning (ML) models. This integration allows users to centralize their ML model monitoring, providing real-time alerts for performance issues and offering insights into root causes of these issues. Fiddler's dashboards enable tracking of model performance metrics, data drift, data integrity, and AI fairness, among others, to ensure accurate and reliable model predictions. The platform aims to increase transparency in ML models, fostering trust among business leaders and regulators, and supporting compliance through model diagnostics and explainability methods. The integration offers a 14-day trial for users to explore its capabilities in troubleshooting and optimizing ML model performance before issues impact business applications.