Question: Can you recommend a platform that provides end-to-end visibility into my AI pipeline, including agent and chain tracing?

Athina is an end-to-end platform for enterprise GenAI teams. It offers real-time monitoring, cost tracking and customizable alerts. Among its features are LLM Observability, Experimentation, Analytics, and Insights, along with GraphQL API Access and Self-Hosted Deployment. Athina is well suited for teams that need to systematically test new prompts, monitor output quality, and deploy AI applications with confidence.

Another strong contender is LastMile AI, a full-stack developer platform that helps engineers productionize generative AI applications. It includes features like Auto-Eval for automated hallucination detection, RAG Debugger for better performance tracing, and Consult AI Expert for help from engineers and ML researchers. The platform supports multiple AI models and has a notebook-inspired environment for prototyping and app development.

If you're looking for automated observability, Edge Delta is a powerful platform that monitors services, spots anomalies and helps with root-cause analysis. It offers real-time insights, AI/ML anomaly detection and petabyte-scale log search. Edge Delta is well suited for teams that need to manage and control massive amounts of data without a lot of configuration or complex query languages.

Last is HoneyHive, a mission-critical AI evaluation, testing and observability platform. It offers a single LLMOps environment for collaboration, testing and evaluation, with features like automated CI testing, production pipeline monitoring and distributed tracing with OpenTelemetry. HoneyHive supports 100+ models and integrates with common GPU clouds, making it a good option for teams that need to monitor their AI pipeline.