ML Monitoring & Explainability
Tailored to Your Needs
ML Monitoring
Tailored to Your Needs
Easily Create Monitoring
For Almost Every Use Case
Lead Scoring
Make sure your Lead Scoring model prioritizes leads successfully with real-time monitoring and explainability.
- Early detection of data and concept drift
- Discover new and missing values, and outliers
- Live alerts for model performance degradation
- Understand and explain exactly which features affect lead ranking
Customer LTV
Monitor behavior patterns, segment customers, and take action accordingly to ensure that the customers you invest in generate revenue and profits.
- Full visibility of your LTV model in production
- Reduce concept drifts caused by different training & production datasets
- Deep dive into model performance with time-series & data points investigation
Churn Prediction
Increase customer retention and accurately predict customer churn rate.
- Use time-series & data points investigation for root cause analysis
- Adjust features quickly to improve model accuracy
- Discover how different features impact the likelihood to churn and where to invest retention efforts
Credit Risk
Ensure your credit risk model is fair, compliant, and performing as intended.Â
- Full visibility of your credit risk model in production
- Real-time insights and alerts for drift, bias, and integrity issues
- Quick root-cause analysis and debugging to tackle any issue
- Deep dive into model performance with time-series & data points investigation
Demand Forecasting
Increase and achieve desired business results with customized monitoring
- Deliver continuous model improvements by quickly identifying & investigating issues
- Use webhook & automated workflows to immediately retrain your model when necessary
- Analyze time series and data points in your model to optimize your margins and ROI
Fraud Detection
Make sure your ML models are preventing fraudulent activity without missing out on legitimate revenue.
- Slice and dice production data to understand the root cause of any issue
- Define custom performance metrics for your model
- Gain actionable insights to improve your model in production
Recommendation
Drive more revenue and customer retention with your product recommendation model
- Detect & investigate gradual performance decline & concept drift automatically to optimize outcomes
- Understand which features have the greatest impact
- Drive business growth with real-time, customized monitoring and explainability
Natural Language Processing
NLP
Keep your NLP model performing as intended with real-time monitoring and live alerts for any type of drift, bias or integrity issues.
- Watch live inferences and track actual model performance
- Detect drift & biases in your model in real time
- Trust your model’s results & outputs with advanced explainability tools