What SambaNova does
SambaNova is a private AI infrastructure company that designs a full stack for fast enterprise AI inference, centered on its Reconfigurable Dataflow Unit (RDU) accelerators and a dataflow software stack that maps models onto the hardware. Its commercial offerings span purpose-built on-prem and dedicated deployments (SambaStack, SambaRack), developer-oriented inference in the cloud (SambaCloud), and managed inference options intended to let data centers operationalize an “AI inference cloud” without building and operating the entire system themselves (SambaManaged).