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 trusted local AI infrastructure—from medical imaging and NVIDIA Blackwell compute to edge systems and verifiable inference.
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 model travels to the data, jobs finish in minutes—not days—and unnecessary data transit is designed out of the workflow.
Systems that respect the data