From fair credit reporting to fraud detection, Mona delivers scalable monitoring
to help financial institutions optimize performance and meet regulatory demands.
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
Risk Management
Protect your organization from unforeseen model discrepancies and errors.
Enhanced Efficiency
Streamline your model monitoring process, freeing up valuable time for innovation.
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 BUSINESS USE CASES
Tailored Monitoring for Financial Institutions
Purpose-built to address the unique challenges of the financial sector, Mona provides specialized monitoring for critical use cases like fraud detection, regulatory compliance, and data integrity.
Regulatory Compliance
Ensure your models meet regulatory standards by monitoring performance and behavior over time.
Credit Risk Assessment
Detect and address shifts in feature correlations to maintain predictive power in credit scoring models.
Fraud Detection
Identify discrepancies in fraud detection models across different regions, transaction types, channels, media and more.
Market Behavior Analysis
Uncover and rectify unusual model behaviors in varying market conditions, ensuring reliability.
Deployment Operations
Ensure model stability across versions by aligning inference-time and training-time feature sets, Identifying discrepancies between staging and production environments, and more.
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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