Fiddler AI Observability Platform is an AI model security and monitoring solution that focuses on responsible AI practices. The platform provides continuous real-time model monitoring to detect and mitigate bias in datasets and machine learning models. The platform offers explainable AI capabilities that translate model behavior into human-understandable terms, enabling organizations to understand prediction drivers and causal factors. It supports model governance processes through automated documentation of prediction explanations and provides rollback capabilities for models, data, and code to reproduce predictions. The platform includes fairness measurement tools that allow analysis across multiple protected attributes simultaneously to detect intersectional unfairness. It provides standard fairness metrics including disparate impact, equal opportunity, and demographic parity. Organizations can analyze model performance across protected classes to identify deep-rooted biases. The solution supports AI governance and model risk management processes by providing transparency into complex models, audit trails, and policy controls. It includes analytics and reporting capabilities to support compliance requirements in regulated industries such as finance, healthcare, and education. The platform addresses risks associated with both traditional ML models and generative AI systems, providing visibility into model outputs and ensuring alignment with ethical and organizational standards.