Mona | A Model Performance Insights™ Platform

 

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

 

 

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MONA'S INSIGHTS ENGINE

Deep Model Monitoring for Peak Performance

Ultimate Granularity,

Without the Noise

 

Gain a competitive edge with Mona’s ability to detect hidden issues in complex, high-dimensional data by automatically monitoring across granular segments—ensuring problems are addressed before they escalate into costly outcomes.

Holistic View

Into the System

 

Mona enables contextual monitoring by evaluating model performance within the full system, across environments, and against desired business outcomes, helping you quickly identify root causes and make informed decisions.

Tailored Insights

for Model Owners

 

Empower your model owners with Mona’s customizable monitoring platform, offering them the insights, tools, and control they need to proactively manage model performance and ensure business-critical systems deliver optimal results.

The insights engine behind trustworthy AI

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

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.

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Mona could save you as much as 

		
		

			
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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
















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 Hedge Funds


 


Mona offers quantitative hedge funds 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 financial institutions with actionable insights into their models' performance, enabling the detection of anomalies in granular segments to ensure peak operation. 


 


 


 




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Advanced Manufacturing


 


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


 


 


 




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Government


 


Mona enables government and defense organizations to ensure 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
                      

                    

                  
 
                 
              

            

          

        

      

    


























    






    





































  

      

         

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


          

      

  


























  

      

         

            


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