Mona
What is Mona?
Mona is an advanced monitoring platform designed for AI systems in production. It empowers data science, machine learning, and data operations teams to build trust in their AI by providing a robust analytical engine that detects issues—such as drift, outliers, data integrity problems, and other anomalies—weeks (or longer) before they escalate.
With Mona, organizations can:
- Avoid costly AI failures to drive better business outcomes using them
- Focus on underperforming model segments to maximize impact
- Track custom metrics across any AI use case, in any industry
- Integrate with existing tech stacks
Mona's AI fairness capabilities offer deep insight into ML models by automatically detecting hidden biases. The platform generates fully customizable fairness reports, suitable for both internal evaluations and external audits.
Enterprises across diverse industries rely on Mona to monitor a wide range of AI applications, including:
- Natural Language Processing (NLP) / Natural Language Understanding (NLU)
- Speech recognition
- Computer vision
- General machine learning models
About Mona
Founded in 2018 by former leaders from Google and McKinsey & Co., Mona is backed by venture capital firms and operates out of offices in the U.S. and Israel.
Categories & Use Cases
Technical Details
| Deployment Types | SaaS |
|---|---|
| Mobile Application | No |