ML Monitoring & Explainability

Tailored to Your Needs

ML Monitoring
Tailored to
Your Needs

You know your models and use case best. Customize monitoring based on your specific requirements to ensure your models stay on track and perform at their peak.

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Easily Create Monitoring

For Almost Every Use Case

For Almost Every
Use Case

Credit Risk

Customer LTV

Churn Prediction

Lead Scoring

Fraud Detection

Demand Forecasting

Recommendation

NLP

Lead Scoring

Make sure your Lead Scoring model prioritizes leads successfully with real-time monitoring and explainability.

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  Early detection of data and concept drift
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  Discover new and missing values, and outliers
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  Live alerts for model performance degradation
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  Understand and explain exactly which features affect lead ranking

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Customer LTV

Monitor behavior patterns, segment customers, and take action accordingly to ensure that the customers you invest in generate revenue and profits.

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  Full visibility of your LTV model in production
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  Reduce concept drifts caused by different training & production datasets
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  Deep dive into model performance with time-series & data points investigation

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Churn Prediction

Increase customer retention and accurately predict customer churn rate.

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  Use time-series & data points investigation for root cause analysis
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  Adjust features quickly to improve model accuracy
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  Discover how different features impact the likelihood to churn and where to invest retention efforts

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Credit Risk

Ensure your credit risk model is fair, compliant, and performing as intended. 

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  Full visibility of your credit risk model in production
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  Real-time insights and alerts for drift, bias, and integrity issues
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  Quick root-cause analysis and debugging to tackle any issue
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  Deep dive into model performance with time-series & data points investigation

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Demand Forecasting

Increase and achieve desired business results with customized monitoring

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  Deliver continuous model improvements by quickly identifying & investigating issues
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  Use webhook & automated workflows to immediately retrain your model when necessary
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  Analyze time series and data points in your model to optimize your margins and ROI

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Fraud Detection

Make sure your ML models are preventing fraudulent activity without missing out on legitimate revenue.

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  Slice and dice production data to understand the root cause of any issue
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  Define custom performance metrics for your model
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  Gain actionable insights to improve your model in production

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Recommendation

Drive more revenue and customer retention with your product recommendation model

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  Detect & investigate gradual performance decline & concept drift automatically to optimize outcomes
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  Understand which features have the greatest impact
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  Drive business growth with real-time, customized monitoring and explainability

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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.

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  Watch live inferences and track actual model performance
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  Detect drift & biases in your model in real time
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  Trust your model’s results & outputs with advanced explainability tools

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Start Monitoring Your Models in Minutes

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