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Rath by Kanarie

Kanaries.net is an AI model monitoring platform that helps data scientists and machine learning engineers track the performance and behavior of their deployed AI models over time.

It integrates with various machine learning frameworks and cloud platforms to monitor model metrics, detect data drift, concept drift, and performance degradation, and provide insights and alerts for proactive model management.

Kanaries.net provides a platform for monitoring and managing the performance of deployed AI models to ensure their continued accuracy and reliability over time.



Pricing

  • Pricing is not publicly listed
  • Likely offers different tiers based on usage and features



Pros

  • Continuous monitoring of model performance
  • Detects data and concept drift
  • Alerts for performance issues
  • Integrates with popular ML frameworks
  • Detailed model insights and analytics

Cons

  • May require custom integrations
  • Pricing can be costly for smaller teams
  • Limited support for certain model types


Use Cases

  • Monitoring AI models in production
  • Detecting model performance issues
  • Analyzing model behavior over time
  • Ensuring model reliability and accuracy

Target Market

  • Enterprise AI teams
  • Machine learning companies
  • Data science teams
  • AI model development and deployment


Competitors

  • Arize AI
  • Fiddler AI
  • Evidently AI
  • Seldon Core