Observability makes AI your business partner.
Why New Relic AI Monitoring?
As AI gains complexity, you stay a step ahead
Bugs can’t hide from intelligent monitoring
- View a summary of AI metrics, including response time, quality, tokens, APM golden signals, and infrastructure
- Isolate problems faster with a holistic view of your AI stack on one screen
- Use built-in integrations for models like OpenAI, vector data like Pinecone, and frameworks like LangChain
Go beyond the black box with full-stack AI observability
- Monitor your entire AI stack instantly with your existing APM—no manual setup required
- See beyond the LLM. Trace agentic workflows to databases, APIs, and message queues
- Track tool utilization, performance, and errors for every agent and tool in your system
- Make black-box AI systems transparent and debuggable to accelerate innovation
Stay confident in your AI app’s quality and reliability
- Get a consolidated view of all model responses with in-depth insights to quickly identify outliers
- Ensure quality by seeing the entire trace from prompt to response, including user feedback
- With complete visibility, easily spot and solve issues like bias, hallucination, and toxicity
Keep your AI app performance high and costs low
- Easily monitor and control costs by tracking request tokens used, and setting custom alerts
- Quickly compare different models for cost, performance, and quality—all in one view
- Analyze the prompts and responses generated by models for speed, accuracy, and cost impact
Gain instant insights across multi-agent MCP environments
- Automatically identify every tool and function engaged in MCP service calls, accelerating AI troubleshooting and bottleneck resolution
- Link MCP performance to your full AI application ecosystem—including databases, microservices, and queues
- Keep your AI ecosystem safe from misuse or malicious attacks with New Relic Security RX
Upgrade model performance with ML monitoring
- Get instant visibility into all your models with out-of-the-box performance dashboards
- Easily track model predictions and drift with at-a-glance view
- Reduce alert noise and resolve issues faster with New Relic alerts and applied intelligence
