CoSupport AI
What is Censius?
Censius delivers comprehensive AI observability capabilities through a unified platform designed to monitor, explain, and analyze machine learning models at enterprise scale. The platform enables organizations to perform detailed model monitoring, detect drifts, conduct root cause analysis, and ensure data quality across their ML pipeline.
The solution offers specialized features for generative AI monitoring, embedding visualizations, performance tracing, and data integrity checks. Through its intuitive interface, teams can automate post-production workflows, validate model performance, compare different versions, and generate real-time alerts for any threshold violations.
Features
- Custom Monitors: Automated monitoring of ML solutions with auto-initialized monitors for data quality, drifts, and performance
- Explainability Tools: Global and local explainability features with anomaly detection and feature-level root cause analysis
- Performance Tracking: Real-time monitoring and alerts for model performance issues
- Data Quality Checks: Continuous monitoring of data integrity and feature distributions
- Interactive Dashboards: Customizable visualization and reporting capabilities for stakeholders
- LLM Embedding Visualization: Deep dive analysis of model behavior patterns
Use Cases
- Model performance monitoring and optimization
- AI decision explanation to stakeholders
- Data quality assurance and validation
- Root cause analysis of model predictions
- Business ROI measurement for ML initiatives
- Team collaboration on model development
FAQs
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Will I be notified before hitting my usage limit?
Yes, you will be informed well in advance before hitting your usage limit to avoid surprises and plan accordingly. -
Can I use Censius On-Prem?
Yes, on-premise deployment is available. Contact the team for a personalized walkthrough of on-prem plans and features. -
How secure is my data with your Product?
Censius provides comprehensive security measures including technical, operational, and contractual protections. Customers can manage privacy controls, limit access, and configure encryption settings. On-premise deployment options are also available.
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