Aporia

Aporia is a machine learning observability platform that allows users to monitor and improve their ML models in production. The platform offers several features, including ML dashboards for visualizing and sharing model performance, live alerts for detecting drift, bias, and data integrity issues, production incident resolution, model explainability to understand predictions, and integration with popular data sources, DevOps tools, cloud providers, and ML frameworks. Aporia can be customized for different use cases, such as customer lifetime value monitoring, dynamic pricing, recommender systems, lead scoring, churn prediction, credit risk assessment, fraud detection, demand forecasting, and NLP. The platform is trusted by ML practitioners and aims to ensure responsible AI by providing transparency, compliance, and alignment with business goals.