AI Infrastructure
COMPUTE DESIGNED FOR THE AI WORKLOAD.
AI infrastructure is more than buying GPUs. JIXA designs the complete environment around workload, latency, throughput, data, security, availability and growth.
Capabilities
What JIXA can deliver.
Workload & capacity designTranslate model requirements, concurrency, context size, latency and growth assumptions into practical compute and memory requirements.
GPU servers & clustersArchitecture for single-node deployments through to multi-GPU and clustered environments, with attention to power, cooling and operational limits.
Storage & data pathsFast storage, model repositories and data movement designed around the workloads that need to read and write them.
High-speed networkingNetworking architecture for distributed inference, data movement and clustered workloads where low latency and throughput matter.
Private, cloud & hybrid AIChoose where workloads should run based on cost, control, security, data residency, scalability and operational requirements.
Deployment & observabilityProvisioning, configuration, health monitoring, utilisation visibility and the operational controls needed to keep infrastructure useful after launch.
Method
A clear path from problem to operating system.
01
AssessProfile models, data, users, concurrency and service targets.02
ArchitectDesign compute, storage, network, security and deployment topology.03
ValidateTest capacity assumptions, failure modes and operational constraints.04
DeployImplement the environment and integrate it with applications and data.05
OperateMonitor performance, capacity, reliability and cost over time.FAQ
Common questions.
Does JIXA only build on-premise AI infrastructure?
No. JIXA can design on-premise, cloud and hybrid architectures. The choice is driven by workload, cost, data, security and operational requirements.
Can you start with a single AI server and scale later?
Yes. A sensible design can establish a small starting footprint while preserving a path to larger compute, storage and networking capacity.
Do you supply hardware?
JIXA can define the infrastructure specification and architecture. Procurement and supply can then be aligned to the selected deployment and commercial model.
Start a project
Ready to build something useful?
Tell JIXA what you are trying to build, improve or automate.
Contact JIXA →