MRI intelligence
Private medical imaging workflows built around MONAI, high-memory GPUs, and data that stays under your control.

Jupiter, Florida · Local AI infrastructure
Swarm & Bee builds private AI infrastructure—from medical imaging to GPU compute to edge systems.
We are building an MRI intelligence stack around MONAI, local inference, and high-memory GPU systems—so imaging teams can work near their data, not ship it into a black box.
Designed for research and workflow support. Not positioned as a diagnostic medical device.
Compute, storage, networking, and models designed together—with privacy and ownership at the center.
Private medical imaging workflows built around MONAI, high-memory GPUs, and data that stays under your control.
Serious local compute for inference, training, and private workloads—from RTX PRO to dedicated GPU nodes.
Purpose-built compute, storage, and networking that puts useful models where the work actually happens.
NAS-first architecture, private networks, and fewer unnecessary cloud dependencies. Your data stays yours.
Purpose-built appliances combine GPU compute, fast local storage, secure networking, and private models in one deployable system.
“Your data stays yours.”
Local-first storage. Private networks. Edge inference. The cloud is a tool—not the default owner of the relationship.
Systems that respect the data