Fiddler AI

🖼️ Tool name:
Fiddler AI

🔖 Tool classification:
AI Observability specializes in monitoring and analyzing machine learning (ML) models and large language models (LLMs), with a focus on transparency, interpretation, and compliance.

✏️ What does this tool offer?
Fiddler AI provides a suite of tools to help teams monitor and analyze AI models, including:

• Performance monitoring: Track model performance and detect deviations and issues in real-time.

• Understandable Interpretation: Provide explanations for model decisions using techniques such as Shapley Values and Integrated Gradients.

• Root Cause Analysis: Identify the causes of issues in the models and provide recommendations for improvement.

• Monitoring Large Language Models (LLMs): Monitor the performance of LLMs and detect issues such as hallucinations or bias.

• Compliance and governance: Provide tools to ensure models comply with regulatory standards and minimize risk.

⭐ What does the tool actually deliver based on user experience?
According to users, Fiddler AI provides:

• Improved transparency: Better understand and increase confidence in model decisions.

• Reduce risk: Detect issues early and minimize their impact on the business.

• Optimize performance: Deliver actionable insights to improve model performance.

• Ease of use: Simple and intuitive user interface.

🤖 Does it have automation?
Yes, it includes automation:

• Automatic monitoring: Track model performance and automatically detect issues.

• Smart alerts: Send alerts when issues or deviations in performance are detected.

• Automated analysis: Provide automatic analytics and recommendations to optimize models.

💵 Cost type:
Fiddler AI offers flexible pricing plans designed to fit the needs of different teams, with a focus on cost savings and increased efficiency.

🎁 F ree version details:

• Lite plan: Includes one model monitoring and 0.5GB of data per month, with basic support.

🎁 Paid version details:

• Business plan: Includes advanced features such as advanced model analytics, bias assessment, and role-based access control.

• Premium plan: Offers flexible deployment options (cloud or on-premises), dedicated support, and customized services to meet the needs of large organizations.

⚙️ access or source:

• Web platform: The tool can be accessed via the official website: https://www.fiddler.ai

• Integration with AWS: Available on AWS Marketplace: Fiddler AI (Lite Version)Amazon Web Services, Inc.

🔗 Link to try the tool:
👉 https://www.fiddler.ai