Avoid AI catastrophes, ensure data coherence, and optimize models.
The insights engine behind trustworthy AI
KEY FEATURES
Mona | AI Model Performance
Insights Platform™
Mona’s monitoring solution has a unique built-in capability to pinpoint anomalous behaviors
in granular segments, bringing you actionable insights to ensure your models perform at their peak.
Automatic Insights
Dive deep into your data with Mona’s ability to slice through multiple dimensions, isolating anomalies without noise.
Customizable Monitoring
Tailor your monitoring schema with bespoke metrics and dimensions, setting up comprehensive monitors for any scenario.
Scalable & Secure Solution
Engineered for the most demanding datasets, Mona offers both on-premises (+ air-gapped) and cloud deployments.
Real-time & Batch Processing
Stay ahead with instant anomaly detection and comprehensive historical analyses, ensuring no chance to optimize is missed.
MONA BENEFITS
Data Coherence
Ensure the integrity of your data, crucial for reliable model inferences.
Enhanced Efficiency
Streamline your model monitoring process, freeing up valuable time for innovation.
Rapid Issue Resolution
Rapidly identify and rectify issues, reducing downtime and negative financial impact.
Continuous Improvement
Leverage detailed insights to fine-tune models, enhancing performance and profitability over time.
MONITORING USE CASES
Customized Monitoring for Government Organizations
Empower your experts with deep, actionable insights into data and model anomalies across multidimensional datasets.
Environment Behavior Comparisons
Identify discrepancies between staging and operational environments, enabling smooth transitions and deployments.
Time-specific Model Deviations
Pinpoint exact times when new model versions diverge, ensuring consistency and reliability.
Feature Correlation Drifts
Detect and address shifts in feature and output correlations over time, maintaining your model's predictive power.
Inference & Training Data Discrepancies
Ensure model stability by monitoring and aligning inference-time and training-time feature sets.
Avoid Monitoring’s Number One Enemy: Noise
Alert fatigue is the leading cause of monitoring failures—but not for long. Mona’s Common Thread Analysis™ reduces both alert volume and the time needed for issue resolution, enabling smoother and more reliable model monitoring.
Model Operations Time Savings Calculator
This calculator is for informational purposes only and offers general estimates of potential time savings in MLOps processes. Results are hypothetical and not a substitute for professional advice. No guarantees are made regarding accuracy or completeness. Consult a qualified professional for specific guidance.
Mona could save you as much as
hours / month
Monitor Your Entire AI Program
Gain full visibility and control across all your models –
from AI and ML to predictive analytics, financial models, and beyond.
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