Gentrace: Tracing, Evaluation, and Error Analysis for AI Agents

Gentrace is a powerful AI platform designed to trace, evaluate, and analyze errors in AI agents, making it essential for developers and teams building complex AI systems. Built with flexibility and enterprise-grade security in mind, Gentrace supports a wide range of agent frameworks and LLMs, including OpenAI, LangGraph, Next.js, and more, through a minimal tracing SDK. It integrates seamlessly with OpenTelemetry and any monitoring stack, enabling real-time insights and robust error detection. The platform offers AI-powered analysis, lightweight evaluations, and features like Gentrace Chat for generating custom monitoring code and Slack notifications. With enterprise-level capabilities such as self-hosted deployment, role-based access control, SSO/SCIM provisioning, and compliance with SOC 2 Type II and ISO 27001, Gentrace caters to both startups and large organizations. Its usage-based pricing model ensures scalability without per-seat charges, while a free tier allows for quick onboarding.

Key Features:

• Minimal tracing SDK for quick integration
• Compatibility with multiple agent frameworks and LLMs (OpenAI, LangGraph, Next.js, Mastra, Pydantic AI SDK)
• Built on OpenTelemetry for full monitoring stack integration
• Gentrace Chat for analyzing agent traces and generating monitoring code
• Slack notifications for AI issues
• Lightweight evaluations (unit and dataset tests)
• AI-powered analysis of experiment results
• Role-based access control (RBAC)
• Self-hosted and cloud deployment options
• Enterprise security compliance (SOC 2 Type II, ISO 27001, GDPR)
• SSO/SCIM provisioning
• Human, code, and LLM evaluations
• Experiment comparison
• Support for multimodal outputs
• Priority support (email, Slack, phone) for enterprise
• Custom agreements and procurement support
• Enterprise-scale usage limits

Pricing: Gentrace offers a usage-based pricing model with no per-seat charges, making it scalable and cost-effective. A free tier is available for initial testing and smaller-scale use.

Conclusion: Gentrace is a comprehensive and enterprise-ready solution for AI agent monitoring and evaluation, combining powerful tracing, intelligent analysis, and robust security in a flexible, usage-based platform that supports both individual developers and large organizations.