A Model Performance Insights™ Platform

 

Mona is the trusted choice for high-stakes AI/ML models where performance is critical to business success. Mona's deep monitoring capabilities ensure reliability by empowering teams to detect issues, diagnose root causes, and maintain peak model performance.

 

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MONA'S INSIGHTS ENGINE

Self-Guided Tour

Deep AI/ML Model Monitoring

for Peak Performance

Ultimate Granularity,

Without the Noise

 

Detect hidden issues in complex, high-dimensional datasets by automatically monitoring across granular segments and resolve issues before they escalate.

Holistic View

Into the System

 

Gain clear, contextual performance insights by evaluating model performance within the full system, across environments, and against desired business outcomes.

Tailored Insights

for Model Owners

 

Empower model owners with a monitoring platform that delivers the insights, tools, and control they need to safeguard performance and achieve optimal results.

INTELLIGENT ALERTING

Focus on what matters when it matters.

Find 'The Culprit'

 

Identify the top-level issues that require attention through Mona's Common Thread Analysis™.

Stay Informed

 

Get alerted through the channels you already use, like email, PagerDuty, Slack, Teams, and more.

Optimize Workflows

 

Drive operational efficiency with templated playbooks, webhook integrations, and collaborative issue management.

Gain Context

 

Utilize rich, contextual information, including possible explanations and related symptoms of issues, to better allocate resources.

intelligent alerting

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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FLEXIBLE CONFIGURATION

Getting Started

Completely Tailored Model Monitoring

 

Why settle for one-size-fits-all monitoring solutions? With Mona, you can:

Set Up Anomaly Detection Tests

Explore our library of flexible anomaly detectors to setup new tests to identify anomalies and optimize performance.

Leverage Built-in & Custom Metrics

Leverage dozens of built-in and custom metrics or integrate your existing tests and alerts.

Use Low-code / No-code Configuration Tools

Configure your monitoring datasets using low-code/no-code tools.

Track & A/B Test Model Versions

Track and test A/B versions of models in staging, research and production environments.

Customize Alert Frequency & Routing

Route alerts to the right persons at the right time and frequency.

Adapt Your Monitoring With Ease

Tailor every aspect of your monitoring to fit your models, workflows, and evolving needs.

SEAMLESS INTEGRATION

Mona meets you where you are.

Ingest Any Data Effortlessly

 

Ingest any JSON serializable data from your metadata, model inputs, feature vectors, logged events, inferences, and more.

Tailor Integrations to Your Needs

 

Collaborate with us to customize Mona’s integration for optimal performance within your existing infrastructure.

Adapt to Any Tech Stack and Model Type

 

Integrate Mona seamlessly into any tech stack or model type without disrupting your workflows.

Choose Your Ideal Deployment

 

Mona is available in both SaaS and self-hosted deployment options, so you can choose what works best.

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ENTERPRISE-GRADE SOLUTION

Performance Insights Built for the Enterprise

 

Adaptive Scalability

 

Mona combines cutting-edge open-source tech with proprietary IP to efficiently handle large-scale data ingestion.

 

 

 

High-Dimension Analysis

 

Mona brings expertise in handling complex environments and high-dimensional data analysis.

 

 

 

Built-in Cost Controls

 

Mona optimizes monitoring with smart sampling, balancing depth and resources while giving users full control over analysis frequency and detail.

 

 

 

Enterprise-Level Security

 

Mona delivers enterprise-grade monitoring, deployable on-premise (even air-gapped) or in the cloud.

 

 

INDUSTRIES MONA SERVES

Trusted Model Monitoring

for High-Stakes AI/ML Models

Quant Finance

 

Mona offers quant finance teams a continuous production feedback loop, enabling the detection of anomalous behaviors in granular segments to ensure models perform optimally.

 

 

 

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Financial Services

 

Mona provides finance companies with actionable insights into model performance, enabling the detection of anomalies in granular segments to ensure peak performance over time. 

 

 

 

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Advanced Manufacturing

 

Mona empowers advanced manufacturers to maintain operational excellence by uncovering critical insights into AI performance like early issue detection, ensuring reliability and precision in every process.

 

 

 

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Government

 

Mona enables government and defense organizations to continually improve the reliability and accuracy of mission-critical AI systems, supporting informed decisions in high-stakes environments.

 

 

 

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“Mona is already helping us get dramatically more comfortable with our AI deployments. We performed a thorough market evaluation, and Mona has unique capabilities which made it the best fit for our needs.”

Roye Wietzfeld, Head of Digital R&D at Israeli Ministry of Defense

“With Mona, we are able to proactively identify issues in production before our customers are negatively impacted.”

Ohad Parush, EVP of R&D at Gong.io

“As Exceed.ai's business continuously grows, our AI models are required to work seamlessly with a growing number of use-cases and customers. Mona is enabling our growth by assuring that our AI works as planned for all of our use-cases, and alerting us the moment our AI fails or underperforms.”

Igal Mazor, Chief Data Scientist at Exceed.ai

“At Hyro, we strive to always deliver the best value to our customers. Using Mona, even as our customer base and variety of use-cases continue to grow, we can ensure that if any of our bots misbehaves, we’d be the first to notice and fix, before customers are affected.”

Nitzan Bar, Chief Architect at Hyro

Avoid Monitoring’s #1 Enemy: Noise

 

Alert fatigue can quickly derail monitoring, but Mona’s Common Thread Analysis™ changes that. With fewer alerts and quicker resolutions, you get a more manageable and consistent monitoring experience.

 

 

Talk to an Expert

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.

# of tickets per month

avg. time to address, investigate and

resolve an alert


		

	

	

		
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Mona Labs, Inc., Computer Software, Atlanta, GA


          

      

  


























  

      

         

            


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