SambaNova Systems builds full-stack AI infrastructure for enterprises and governments that want to run generative AI on their own terms. Its platform combines custom dataflow technology with a three-tier memory architecture, designed to deliver high-speed, energy-efficient inference at scale. Customers can fine-tune open-source models on their own data, deployed behind their own firewalls, and retain permanent ownership of those models.
The platform is positioned as an alternative to proprietary, closed solutions from large technology companies. Rather than depending on external APIs or cloud services, organisations deploying SambaNova's infrastructure maintain full control over their data and AI workloads. This architecture is particularly relevant for public-sector and regulated-enterprise use cases where data sovereignty is a requirement.
SambaNova has powered sovereign AI data centre deployments across Australia, Europe, and the United Kingdom. Its technical stack spans the full infrastructure layer - from custom silicon through to software - supporting high-scale, low-latency inference as well as model fine-tuning workflows.
