AI Infrastructure
GPU compute engineered for training and inference.
Bare-metal and virtualised GPU clusters engineered for enterprise AI training, LLM deployment, RAG pipelines, and production AI agents — delivered on a sovereign platform with enterprise-grade operations.
Platform capabilities
View ArchitectureGPU Clusters
High-density GPU nodes with high-bandwidth interconnect for distributed training.
AI Training
Optimised environments for large model training with scheduling and observability.
AI Inference
Low-latency inference platform with autoscaling and traffic management.
LLM Deployment
Production LLM serving with quotas, tenancy, and safety controls.
RAG Pipelines
Vector search, orchestration, and evaluation for enterprise RAG.
AI Agents
Frameworks and runtime for governed, tool-using enterprise agents.
Where it fits
- Enterprise LLM fine-tuning
- Regulated document AI and RAG
- Vision AI for manufacturing and mining
- Financial risk and actuarial modelling
- Government analytics and research
- Enterprise agent platforms
Under the hood
- NVIDIA-class GPUs with NVLink or PCIe Gen5 interconnect
- High-bandwidth low-latency fabric for distributed jobs
- Container orchestration with GPU-aware scheduling
- Model registry, artifact store, and inference gateway
- End-to-end observability, cost visibility, and quota policies
Explore other solutions
Build with Magnova.
Ready to support enterprise digital transformation with sovereign, AI-ready infrastructure. Talk to our solution architects to discuss your requirements.