Stay ahead of market shifts with proactive insights, smart alerts, and scalable monitoring that keep your models performing at their peak—so you can focus on what matters most: driving returns.
The insights engine behind trustworthy AI
KEY FEATURES
Mona | A 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 Performance 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 (and air-gapped) and cloud deployments.
Real-time & Batch Processing
Stay ahead with instant anomaly detection and comprehensive historical analyses, ensuring no opportunity for optimization is missed.
MONA BENEFITS
Risk Reduction
Protect your investments from unforeseen model discrepancies and errors.
Enhanced Efficiency
Streamline your research process, freeing up valuable time for innovation and strategy refinement.
Quick 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
Specialized Monitoring for
Complex Industries
Designed to handle models with the highest levels of risk, scale,
and complexity, Mona empowers teams to maintain control and precision.
Explanations for PnL Leaks
Gain deeper insights into PnL leaks with automated detections and root cause analysis for faster resolutions and system optimizations
Time-Specific Model Deviations
Pinpoint exact times when new model versions diverge, ensuring consistency and reliability.
Inference & Training Data Discrepancies
Ensure model stability by monitoring and aligning inference-time and training-time feature sets.
Feature Correlation Drifts
Detect and address shifts in feature and output correlations over time, maintaining your model's predictive power.
Environment Behavior Comparisons
Identify discrepancies between testing, staging, and production environments, enabling smooth transitions and deployments.
Region-Specific Anomalies
Uncover and rectify unusual model behaviors across different exchanges or regions, safeguarding your assets.
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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