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Best AI monitoring and Observability tool
What do you like best about the product?
There are very few good observability tools available in the market when it comes to AI model's monitoring. Fiddler's monitoring capabilities especially around LLMs are extremely powerful. Its model explaination feature is simply awesome. Integrations are very good.
What do you dislike about the product?
The tool may be quite difficult to grasp and properly used for the people very new to AI, AIOps and AI monitoring.
What problems is the product solving and how is that benefiting you?
I have been in MLOps for quite some time now. The most difficult thing always used to be post model deployment monitoring. I developed several custom monitoring but none of that could provide a centralized and complete solution. Fiddler's features are so rich and powerful, it provides a complete, centralized and data driven observability for machine learning models. I extensively use LLMs as well and for the same reason I liked the fiddler's features for LLMs.
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Good tool for monitiong you ML data
What do you like best about the product?
Clean interface easy to find issues and data points of interest. Easy to track down issues and other minor nuances
What do you dislike about the product?
I wish there were a free version with a subset of features. Creating dashboards could be a little more intuitive but not a huge pain point.
What problems is the product solving and how is that benefiting you?
I mostly used this just for playing around with some test projects to see how it performs.
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