AIQ Monitor

Unified Monitoring and Performance Management for your production ML models
model insights | data drift | bias | governance

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Automate Monitoring for ML Models

Unified dashboard enforcing collaboration among Data Scientists, MLOps team and Business to collectively monitor model performance and resource consumption to reduce cost and at the same time  improve efficiency of machine learning models

HOW IT WORKS

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1

Rule Engine & Model Insights

Customize predictions to your Buisiness
Needs
setup stakeholder specific alerts
2

Data Drifts

Track feature, data drift from live data
Continuous monitoring for anomalies
3

Explainability | Bias Detection

Pre-built explainability models for specific
algorithms and predictions
Track for bias creep in your models and scores
4

Privacy Preserved Inference

Monitor for privacy related data leaks
Alert on PHI/PII information in your data

Monitor. Bias. Governance

Monitor model performance and resource utilization along with bias and data drift at real-time by automating model monitor and thereby reducing cost

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