Censius is an AI Observability Platform designed to assist organizations of any size in effectively implementing their machine learning models in production. The company has recently introduced its main AI observability platform, which aims to promote accountability and explainability in data science endeavors. This platform offers a comprehensive solution for monitoring machine learning pipelines, allowing for the proactive identification and resolution of issues including drift, skew, data integrity, and data quality problems.