Censius Features
Censius is an AI Observability Platform that helps organizations of all scales confidently make their machine learning models work in production. The company launched its flagship AI observability platform that helps bring accountability and explainability to data science projects. A comprehensive ML monitoring solution helps proactively monitor entire ML pipelines to detect and fix ML issues such as drift, skew, data integrity, and data quality issues.
Censius provides a comprehensive suite of features to help organizations confidently deploy and manage their ML models in production. These features include:
• ML Model Monitoring: Censius provides a comprehensive ML monitoring solution that helps proactively monitor entire ML pipelines to detect and fix ML issues such as drift, skew, data integrity, and data quality issues.
• ML Model Explainability: Censius provides explainability features that help organizations understand why their ML models are making certain decisions. This helps organizations identify potential bias and improve the accuracy of their models.
• ML Model Governance: Censius provides governance features that help organizations ensure that their ML models are compliant with regulatory requirements and industry best practices.
• ML Model Optimization: Censius provides optimization features that help organizations optimize their ML models for better performance and accuracy.
• ML Model Deployment: Censius provides deployment features that help organizations quickly and easily deploy their ML models in production.
• ML Model Security: Censius provides security features that help organizations protect their ML models from malicious attacks and data breaches.
