New Relic AI Monitoring

New Relic AI Monitoring gives teams full-stack observability for AI-powered applications, with performance insights and cost control across the apps, infrastructure and AI layer. It works without new instrumentation and ships built-in integrations for models such as OpenAI, vector databases such as Pinecone and frameworks such as LangChain.

Teams can trace entire requests from prompt to response, map interactions between AI agents, inspect tool calls and follow the full Model Context Protocol request lifecycle. Token usage tracking with custom alerts, model comparison on cost, performance and quality, and checks for bias, hallucination and toxicity round out the product.