Scale Trustworthy ML Models with Censius Monitoring
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Monitor and Resolve Model Issues at Scale with Censius
Accelerate Automation
Cut down involvement in mundane monitoring tasks
Increase ROI
Eliminate model staleness or ROI dips
Boost Performance
Minimize impact of poor predictions on end-users
Reduce Time to Resolve
Strengthen customer’s trust with reliable services
Automate and Reduce Time-to-Resolve Issues
AI Monitoring automatically cuts down the time between issue inception and resolution.
Continuously monitor performance, drifts, and data quality
Get real time alerts when a monitor flags an issue
Dive into each issue for higher clarity
Consistently Serve High-Performance Models
AI Monitoring resolves model staleness with a one-stop solution for continuous monitoring and explainability.
Maintain consistent metric scores
Monitor dozens of ML vitals
Cut down escalations from end users
Increase ROI & Reduce Resource Costs
AI Monitoring saves significant cost, especially when monitoring is not the core expertise of the organization.
Deflect resources to more influential tasks
Increase ROI per resource and per model
Maintain high performance in hundreds of models
Empower your Machine Learning Team with Censius Monitors
Prevent Performance Dips
Automatically monitor both standard and custom metrics to fix performance dips before any major impact on end users.
Catch Drift at Early Stages
Continuously track data drift and concept drift to pick up subtle signs of drifting patterns and retrain the model accordingly.
Dodge Data Quality Issues
Automatically detect signs of poor data quality in the incoming raw data including missing values, outliers, unseen values, and more.
Detect Anomalies in Activity
Track and compare volumes of prediction data and actual data to catch signs of service blockage or hidden technical issues at various endpoints.
Sensitize High-Return Cohorts
Create sensitive data segments to monitor and prioritize critical issues in real-time.
Catch Issues in Real-time
Customize alerts and send them along with prioritization details to accountable team members in real-time.
Plug in a toolbox of 15+ Monitors with just a few clicks
Unlimited Custom Metrics
Enter any business metric or custom formula as per your business requirements and track them across unlimited models
Performance Monitors
Track multiple standard metrics across hundreds of models, model versions, and projects to instantly fix performance issues
Drift Monitors
Detect minute changes in statistical relationships and data patterns.
Data Quality Monitors
Improve data quality by consistently checking for indicators such as outliers, missing values, new values, and more.
Activity Monitors
Keep track of incoming volumes of predictions and actuals to compare and detect gaps.
Analytics & Explainability
Understand the root cause behind every issue flagged by any of the monitors in record time.