AI failure analysis tool - AI tools

Raindrop provides AI application monitoring, sending alerts for misbehavior and enabling rapid root cause analysis and issue resolution.

• Free Trial
• From 65$

Future AGI is a comprehensive evaluation and optimization platform designed to help enterprises build, evaluate, and improve AI applications, aiming for high accuracy across software and hardware.

• Freemium
• From 50$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

Flowtest.ai uses an AI Agent to continuously monitor your website like a real user, providing instant alerts and detailed reports for any issues.

• Free Trial
• From 20$

Passed.AI is an educational tool that helps educators guide students in responsible AI usage through comprehensive document auditing, AI detection, and plagiarism checking capabilities.

• Free Trial
• From 10$

Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

• Contact for Pricing

Distributional is an enterprise platform for AI testing, designed to give teams confidence in the reliability of their AI and ML applications. It offers a proactive approach to mitigate the risks associated with unpredictable AI systems.

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Maihem empowers technology leaders and engineering teams to test, troubleshoot, and monitor any (agentic) AI workflow at scale. It offers industry-leading AI testing and red-teaming capabilities.

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Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.

• Freemium
• From 1000$

Okareo provides error discovery and evaluation tools for AI agents, enabling faster iteration, increased accuracy, and optimized performance through advanced monitoring and fine-tuning.

• Freemium
• From 199$

ech0 provides comprehensive, scalable testing for AI agents, identifying security vulnerabilities, consistency issues, and policy compliance before production deployment.

• Freemium

Feedback Intelligence is an analytics platform for LLM-powered products like chatbots and voice agents, converting user interactions into actionable insights to improve performance and align with user intent.

• Freemium

Decipher AI uses advanced vision LMs to analyze session replays, identifying customer issues, understanding feature usage, and providing actionable insights.

• Free Trial

Relvy is an agentic AI debugging assistant designed to help teams identify the root cause of alerts and incidents more quickly, learning from user interactions and providing transparent reasoning.

• Free Trial
• From 19$

Logz.io is an AI-powered observability platform offering advanced log management, metrics, and distributed tracing to accelerate root cause analysis and system monitoring for modern IT environments.

• Freemium
• From 28$

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Calmo is an AI tool designed to accelerate production debugging by providing instant root cause analysis integrated with your existing observability stack.

• Freemium
• From 270$