AI tools for models management

Azure AI Foundry, now branded Microsoft Foundry, is Microsoft's enterprise platform for building, grounding and governing AI applications and agents.

Amazon SageMaker is AWS's service for data, analytics and AI in one place.

Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.

Weights & Biases is an AI developer platform for tracking, evaluating and debugging machine learning models and LLM applications.

Amazon SageMaker JumpStart is a machine learning hub inside AWS that gives teams a fast way to find, evaluate and deploy models.

fal is an inference service for generative media.

Hugging Face Inference Endpoints is a managed service for putting AI models into production without running the infrastructure yourself.