MLOps

Fine-tune and serve small open models cheaply

Fine-tune models from your production LLM logs

Testing and validation for ML and LLM systems

Deploy and monitor machine-learning models on Kubernetes

AI performance monitoring with an open-source evaluation engine

ML observability and guardrails for production AI

Collaborative data science workspace with AI agents

Experiment tracking and metadata management platform for machine learning teams.

AI and data observability platform for monitoring model quality and production risks.

Open-source Kubernetes platform for portable machine learning workflows and pipelines.