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Redefining ML Monitoring; Fiddler named to CB Insights AI 100 List
We are honored to be named as one of the most promising AI companies in the world by CB Insights. It’s exciting to see that our mission to build trust in AI is quickly becoming critical in today’s world with more companies paying attention to the importance of proper ML model monitoring.
We’re excited to continue adding to our list of industry recognitions.
(Technology Pioneer 2020 by the World Economic Forum, one of Forbes’ companies to watch on its 2020 AI 50 list, and a 2019 Cool Vendor in Gartner’s Enterprise AI Governance and Ethical Response Report.)
Algorithms rule our lives – from news consumption to mortgage financing, our lives are driven by algorithms. Most algorithms are AI-based and increasingly black boxes. We cannot allow algorithms to operate with a lack of transparency. We need accountability to build trust between humans and AI. Fiddler’s mission is to build trust with AI by continuously monitoring models and unlocking the AI black box with explainability.
In fact, to accelerate our mission, we’ve recently introduced a new approach, or framework, called ML Model Performance Management. We believe that the current ML workflow is typically an open-loop system that doesn’t give visibility and control. MPM framework is a centralized control system that creates a closed-loop system and feedback loop, providing insights into the ML models throughout the lifecycle of ML models, allowing data scientists to build more robust and transparent models.
If you are interested in learning more about how Fiddler can help you enhance your ML monitoring with MPM, reach out to us!