AI Knowledge Base · AI Cloud Platforms · GPU clouds
CoreWeave
A Kubernetes-native cloud built for large GPU clusters.
Best for: AI labs and enterprises training or serving at scale on the newest NVIDIA systems.
AI services
- CoreWeave Kubernetes Service (CKS) and SUNK (Slurm on Kubernetes) for training.
- Weights & Biases for experiment tracking and evaluation, now part of CoreWeave.
GPUs and accelerators
- H100, H200 and GB200 NVL72 systems with InfiniBand fabrics at very large scale.
Agents and identity
- Kubernetes RBAC and service accounts; bring your own identity provider.
Security and data
- Dedicated clusters and private networking; you control the software stack.
Scaling and optimisation
- Thousands of GPUs per cluster; reserved capacity for predictable training runs.
UK and EU regions
UK and European data centres.
Watch out for
Mostly reserved, contract-based capacity; you run more of the platform yourself than on a hyperscaler.
How Workstation helps: We build the Kubernetes, Slurm and serving stack on CoreWeave and run CI/CD and observability for it.
Scaling AI at large scale with Amazon Bedrock →CI/CD for LLMs, agents and data in the cloud →Securing LLM and agent APIs →The AI agent harness →Identity and authentication for AI →
Other providers we work with
Logos are trademarks of their respective owners, used only to identify each platform, and come from Wikimedia Commons. Diagrams by the Workstation team.