Overview
Fiddler AI is a platform that helps businesses manage their AI systems better. It offers tools to make AI models more transparent and accountable. With Fiddler, companies can easily track how AI is making decisions, which builds trust among users.
The platform is designed for data scientists, product managers, and AI professionals who want to ensure their models are fair and accurate. Fiddler AI not only provides insights into model performance but also helps in identifying biases. This means businesses can ensure their AI is making fair decisions that everyone can rely on.
Overall, Fiddler AI is a powerful tool that opens up the black box of AI. By using it, companies can improve their AI models and maintain a high level of transparency with their customers. This fosters greater confidence in AI technologies across various industries.
Pros
- Improves Trust
- User-Friendly
- Comprehensive Insights
- Collaboration Ready
- Real-Time Updates
Cons
- Learning Curve
- Cost
- Integration Difficulties
- Limited Features for Basic Users
- Data Privacy Concerns
Key features
Model Performance Tracking
Helps you monitor how well your AI models are doing over time.
Bias Detection
Identifies any bias in your AI models, ensuring fairness.
Explainability Tools
Provides easy-to-understand explanations of how AI makes decisions.
User-Friendly Dashboard
Offers a simple interface to view all important metrics at a glance.
Integrations
Works well with popular data tools and platforms for seamless use.
Collaboration Features
Facilitates teamwork by allowing multiple users to work on models together.
Real-Time Monitoring
Provides alerts and updates on AI performance in real time.
Customizable Reports
Enables you to create reports tailored to your specific needs.
Rating Distribution
Company Information
Screenshots
User Reviews
View all reviews on G2Best AI monitoring and Observability tool
What do you like best about Fiddler AI?
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 tool for monitiong you ML data
What do you like best about Fiddler AI?
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 Fiddler AI?
I wish there were a free version with a subset of features. Creating dashboards could be a little more int...
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FAQ
Here are some frequently asked questions about Fiddler AI.
What is Fiddler AI?
Fiddler AI is a platform for managing and understanding AI systems.
How does Fiddler AI help with bias detection?
It uses advanced tools to identify and inform users of any biases in their models.
Is Fiddler AI easy to use?
Yes, Fiddler AI has a user-friendly dashboard that makes it simple for anyone to use.
Can I track my AI model's performance in real time?
Absolutely! Fiddler AI offers real-time monitoring of your models.
Who should use Fiddler AI?
It is designed for data scientists, product managers, and AI professionals.
Are there any integrations available?
Yes, Fiddler AI works well with several popular data tools and platforms.
Will Fiddler AI help in team collaboration?
Yes, it allows multiple users to work together on AI models.
Can I generate reports in Fiddler AI?
Yes, you can create customizable reports based on your needs.
