AI Observability - Introduction

AI Observability Tools

Dynatrace

Dynatrace AI Observability app delivers a dedicated experience for AI workloads with out‑of‑the‑box analytics, auto‑instrumentation, targeted metrics, a debugging flow, and ready‑made dashboards. Together, these are designed to provide end‑to‑end visibility across services, LLMs, agents, and protocols.

It provides out-of-the-box support for 20+ technologies, including OpenAI, Amazon Bedrock, Google Gemini, Google Vertex, Anthropic, LangChain, and more.

See Dynatrace documentation for more information.

Splunk Observability Cloud

Observability for AI supports monitoring specialized AI components, such as large-language model (LLM) services, model-serving platforms, language frameworks, vector databases, models, infrastructure services, and microservices. For a list of the supported AI components, see Supported AI components, metrics, and metadata

Grafana

Grafana AI Observability is a complete solution designed to monitor and optimize your entire AI stack. It provides end-to-end observability across all components of your AI stack.

See Grafana documentation for more information.