Building the future of sovereign AI.

SCX Labs is the global R&D layer of Australia's first sovereign AI datacenter, SCX.ai. We research, build, benchmark, and deploy AI systems that are open, environmentally responsible, and vendor-agnostic.

Explore SCX ACE View MAGPiE
Compare SCX models to frontier LLMs ->

Opir monitors every LLM prompt and response at production speed

Open source guardrail models that classify safety risk across prompts, responses, tools, and retrieved context.

SCX ACE creates a fourth path for enterprise AI adaptation

SCX MAGPiE: reasoning with Australian context

Environmental commitment

A dramatic reduction in water and energy waste.

SCX Labs has partnered with SambaNova to provide sustainable AI inference without compromising on performance. SambaNova Reconfigurable Dataflow Unit (RDU) racks are purpose-built for large-scale inference and autonomous agentic workloads, so organizations can scale AI inside existing data center power and cooling constraints.

Average rack envelope10-30 kW

SambaNova racks draw up to 4x to 10x less power than traditional high-density GPU racks, which routinely exceed 45 kW.

Cooling profileAir-cooled

SambaRack and SambaStack platforms run on standard data center air-cooling, avoiding liquid or immersion cooling infrastructure.

Infrastructure fitNo overhaul

Lower power draw and air-cooled operation allow deployment into traditional data centers without major structural retrofits.

Maximum intelligence per watt

The RDU architecture minimizes power-hungry data movement with assembly-line-style dataflow and a three-tier memory design, supporting faster inference on frontier models like DeepSeek and Llama while reducing carbon and operating footprint.

Model bundling reduces hardware bloat

Multiple large models, up to trillions of parameters, can remain resident on a single node. Dynamic switching between models avoids expensive reloads and reduces the hardware needed for complex multi-step agentic workflows.

Updates

Release notes and lab news.

New releases, benchmarks, and technical notes from SCX Labs.

Product

Introducing SCX ACE

The newest product out of SCX Labs, SCX ACE offers organizations a much faster, more affordable way to continuously improve model performance.

-> Read more Benchmark

The Australia 1k benchmark

The first benchmark that addresses a model's "Australian-ness" through a cultural, linguistic, historical, and media lens

-> Read more Technical overview

SCX MAGPiE technical overview

A dive into how we created and benchmarked Australia's first sovereign LLM that thinks and acts like an Australian.

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SCX.ai - Australia's Sovereign AI Infrastructure Provider