SambaNova Systems

SambaNova Systems builds a full-stack AI platform that lets enterprises and governments run generative AI on their own terms. The company's stated position is that organisations should not be locked into proprietary black-box solutions from technology giants; instead, its platform is built on open-source models that customers can fine-tune on their own data, run behind their own firewalls, and retain ownership of in perpetuity.

Technically, the platform pairs custom dataflow technology with a three-tier memory architecture, designed to deliver energy-efficient inference at scale. Alongside the core platform, SambaNova operates sovereign AI data centers supporting deployments in Australia, Europe and the United Kingdom, with work undertaken for organisations worldwide.

Work spans several technical domains, including generative AI, large-scale and energy-efficient AI inference, full-stack platform engineering, custom dataflow hardware and memory architecture, and open-source model fine-tuning. Sector focus covers government and public-sector work, enterprise customers, and sovereign AI infrastructure.

The company describes its mission as re-architecting the economics of AI to make enterprise-grade generative AI accessible, efficient and sovereign. Principles that shape the engineering culture include openness, data privacy and customer control over model ownership and the trajectory of their AI systems, alongside an emphasis on energy efficiency and sustainability in hardware design.