Intelligent Monitoring for Computer Vision AI

Mona is a comprehensive monitoring solution for computer vision AI systems, designed to provide data teams with actionable insights into model performance. Our platform automatically detects detects data drift, outliers and other anomalous behaviors with image classification or object detection models, allowing for early detection of performance issues before businesses are negatively impacted.
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computer vision ai system monitoring
computer vision ai system monitoring

Key Benefits

Computer vision models are constantly impacted by changes in the external environment, causing data drift and anomalies that can compromise performance. Here’s how Mona can help.

Reduce and Mitigate Risks
Instantly detect any misclassification within your images and videos, ensuring issues get addressed and resolved promptly
Extend Your Research Capabilities
Improve your research capabilities by learning how your vision based AI models actually perform in the real world compared to the training dataset
Optimize Your Computer Vision Models
Automatically surface underperformance issues to retrain your image classification and object detection models, saving manual work hours spent troubleshooting issues

Comprehensive Monitoring Capabilities Made for Computer Vision AI Systems

Intelligence That’s Critical for Monitoring

Automatically detect performance issues even when those occur only for specific segments of data such as camera models, image quality classes, file formats or other business-specific segmentations. Using advanced anomaly detection algorithms, Mona sifts through vast amounts of data while avoiding noise, in order to find the “needle in the haystack”. Using Mona, have confidence that your image classification, object detection and recognition, video motion analysis or OCR models are accurate and reliable.
computer vision ai monitoring
computer vision ai monitoring

Complete Flexibility for Your Computer Vision System

Mona provides real-time alerts of key metrics on region of interest (RoI) dimensions, classifier confidences, output distributions and correlation with manual labeling. You can easily create and track custom metrics that are specific to your team's data quality and model accuracy needs. Our expansive and configurable anomaly detection allows you to detect issues early and reduce time to resolution by providing actionable insights.
alerting automation
alerting mobile

Powerful, Intuitive User Configuration

Mona's flexible user configuration options allow you to monitor computer vision systems built completely in-house, existing solutions built by vendors or hybrid systems. Our system seamlessly integrates with any tech stack, any model type, and can handle vast amounts of data without interrupting your current workflows. Mona offers both SaaS and self-hosted deployments options, making it easy to fit into your existing processes and tools.
mona product integrations
mona product integrations

Hear What Our Customers Are Saying

“Mona can be customized using a simple configuration which represents the agility of the system when compared to the other POC. We were impressed by the level of commitment, the level of the professionality and the maturity of the technology, which were the most important things that we needed.”

Yuval Ben Zion, Director of Data Science at Fiverr

“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

“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

“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

“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

Learn How Mona Can Improve Your Computer Vision

Talk to Our Product Team
Mona Labs, Inc., Computer Software, Atlanta, GA

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