Explain the why and how behind AI predictions.
Share explanations and enable everyone to understand predictions.
Bring a human in the loop to audit your predictions and ensure they are spot-on.
Learn how your AI solutions behave across your entire data set.
Zoom in to specific data regions to see how they impact your AI models.
Fiddle with inputs to gauge their impact on predictions.
See the impact of each feature to track and remove any inherent bias.
Ensure your AI solutions are compliant with industry regulations.
Generate ethical, fair, and responsible AI solutions with explainability inbuilt.
Continuously monitor your AI solutions to find and fix errors quickly.
Track outliers in predictions and data drift over time to ensure optimal performance.
Always be in the know with alerts on key metrics.
I have been working on Machine Learning for over a decade and I can say what Fiddler team is building is truly unique and a really needed solution for organizations that need a Trusted AI Platform.
Today, most ML models, especially in Deep Learning, are black boxes for both its developers and especially its users. With Fiddler’s new technology, I can see how those models work and iterate on improving them.