Mona Labs
Software Development
Mona powers proactive monitoring for AI, ML, and other data-driven systems in high-stakes environments.
About us
Mona's intelligent monitoring solution enables teams to gain complete visibility into the performance of your data, models and processes. Automatically surface and resolve performance issues within your AI / ML or intelligent automation processes to avoid negative impacts to both your business and customers.
- Website
-
http://www.monalabs.io
External link for Mona Labs
- Industry
- Software Development
- Company size
- 11-50 employees
- Type
- Privately Held
- Founded
- 2018
Products
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Mona Labs
Data Science & Machine Learning Platforms
Mona provides data scientists and machine learning engineers an end-to-end monitoring solution that boosts visibility in their AI systems. It starts with ensuring there’s a single source of information for the systems’ behavior over time, and continues with ongoing tracking of key performance indicators, and proactive insights about pockets of misbehavior - enabling teams to take preemptive, efficient corrective measures. By providing real-time insights, Mona enables teams to detect issues weeks or even months before they come to the surface, allowing them to quickly troubleshoot and resolve the anomalies. This level of visibility and control is essential for organizations to build trust in their AI systems and avoid costly AI catastrophes. Mona’s AI fairness feature allows teams to gain a deep understanding of the behavior of their machine learning models across various protected segments of the data and in the context of the business function that the models serve.