Fiddler for SageMaker Partner AI Apps
Fiddler AIReviews from AWS customer
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Reliable AI Monitoring with Room for Improvement
What do you like best about the product?
I had a really great experience using Fiddler AI. The platform is very easy to use, even for beginners, and the interface is clean and well-organized. What I liked the most is how accurately it analyzes data and gives clear insights without making things complicated. The performance is fast, and the results feel reliable, saving a lot of time compared to doing everything manually. I also appreciate how smoothly everything works without glitches. Fiddler AI is a powerful and user-friendly tool that I would definitely recommend to anyone looking for smart AI solutions. I like its simplicity and clarity, as it makes complex AI model insights very easy to understand with a clean interface and well-structured dashboards. I really appreciate how it provides real-time monitoring and highlights issues like errors or bias quickly, which saves a lot of time. Another thing I like is the reliability—it gives consistent and useful insights that help in making better decisions. Overall, it combines powerful features with ease of use, which makes it stand out.
What do you dislike about the product?
While Fiddler AI is very useful, there are a few areas that could be improved. Sometimes the platform can feel a bit complex for complete beginners, especially when exploring advanced features for the first time. A more guided onboarding or tutorials would help new users get comfortable faster. Also, the pricing can feel a bit high for individual users or small projects. Improving affordability or offering more flexible plans would make it accessible to a wider audience. Lastly, adding more customization options in dashboards and reports would make the experience even better.
What problems is the product solving and how is that benefiting you?
Fiddler AI helps me understand and trust AI model decisions by analyzing performance, detecting errors or bias, and monitoring clearly. It saves time through automated monitoring, giving reliable insights that improve accuracy and decision-making.
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.
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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