Intelligent Monitoring for Speech and Audio Based AI
Mona’s intelligent monitoring platform provides data scientists with complete visibility into speech and audio based AI use cases. Automatically detect if there’s an issue with audio and speech related models and algorithms, ensuring fast and reliable fixes.
As the real world continues to evolve, new data ingested into your speech and audio models pose risks to your AI system. Here’s how Mona’s production grade monitoring solution can help.
Avoid Risks to Business KPIs
Immediately detect issues with speech and audio related models and algorithms
Reduce Time to Resolution
With instant alerts, data science teams are instantly notified of issues and provided with possible explanations for model underperformance
Optimize Operational Processes
Save manual work hours troubleshooting anomalies with your speech and audio based AI system
Comprehensive Speech and Audio Based AI
Monitoring Capabilities
Intelligence That’s Critical for Speech & Audio Monitoring
Track your speech-to-text and consequenting text-based models in the same context, immediately identifying if the issues originate in the textual analysis or in the preceding audio analysis. Get instantly notified when issues arise in specific segments of your data, such as changes in recording hardware or an end-user environment.
Powerful, Intuitive User Configuration
Mona enables the simple creation and tracking of custom metrics, while also providing expansive, configurable anomaly detection to monitor issues within speech / audio models for your team’s unique data quality and accuracy needs.
Technology Stack and Use-Case Agnostic
Monitor audio and speech systems built completely in-house, existing solutions built by vendors or hybrid systems. Mona fits into your current processes and tools by seamlessly integrating with any tech stack and any model type, and can handle vast amounts of data without interrupting your current workflows with both SaaS and self-hosted deployments options.
What Our Customers Are Saying
“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
“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
“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
“K Health is improving healthcare by connecting data points from millions of medical records to help doctors quickly diagnose and treat what’s wrong. Mona makes sure we’re aware of any changes or trends in our data, and keeps our AI running smoothly.”
Tom Haramaty, Algorithms Team Lead at K Health
“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.”
