AI application tracing tool - AI tools

AppMap enhances AI development tools by providing real-time runtime context of application behavior. It captures code execution, data flow, and performance, enabling smarter suggestions, faster debugging, and fewer defects.

• Freemium
• From 15$

Lumigo offers an AI-powered observability platform for troubleshooting microservice issues quickly. It provides end-to-end tracing, log management, and real-time monitoring for cloud infrastructure.

• Freemium
• From 119$

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

• Freemium
• From 50$

Tray.io is an AI-ready iPaaS platform that enables businesses to quickly and securely deploy AI agents and automate integrations.

• Usage Based

Traceable AI is a comprehensive API security platform that provides unmatched API discovery, attack detection, and protection through AI-powered contextual analysis and threat hunting capabilities.

• Contact for Pricing

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

• Free Trial

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

• Freemium
• From 31$

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.

• Freemium

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

• Other

Trace provides AI-powered voice agents that securely handle customer service tasks for Fintechs, banking, and insurance companies. These agents automate tasks like card replacements and application submissions via secure APIs.

• Contact for Pricing

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$

Arch Gateway is an AI-native proxy server designed to help developers build sophisticated agentic AI applications by simplifying prompt processing, security, observability, and integration.

• Free

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.

• Contact for Pricing

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$

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

• Free Trial
• From 65$

AgentOps is a comprehensive developer platform that enables testing, debugging, and deployment of AI agents with support for 400+ LLMs, Crews, and AI agent frameworks.

• Freemium
• From 40$

Prompt Inspector is an AI-powered analytics platform that helps businesses analyze and optimize their AI prompts through user behavior tracking, pattern analysis, and comprehensive reporting capabilities.

• Paid
• From 12$