Dedicated nodes
For projects that need stable resource boundaries, a defined software environment, and sustained use.
AI COMPUTE · INFRASTRUCTURE
We bring compute, networking, storage, and deployment planning into one practical path—shaped around real AI workloads.
Compute infrastructure · Structural view
COMPUTE, SHAPED TO WORKLOAD
Training, fine-tuning, and inference place different demands on memory, interconnects, and data paths. We understand the workload before discussing nodes and clusters.
For projects that need stable resource boundaries, a defined software environment, and sustained use.
Parallelism, node-to-node communication, and shared data paths are evaluated together—not reduced to GPU count.
Images, dependencies, data access, acceptance criteria, and ongoing support enter the same conversation.
BEYOND THE GPU
A usable AI environment aligns compute, networking, storage, and operations around the same workload.
Model scale, precision, parallelism, and memory requirements shape the node.
Architecture conceptA discussion aid—not a production topology or a claim of deployed services.
WORKLOADS
There is no universal topology. Each engagement starts with business goals, model behavior, and delivery boundaries.
Model scale, precision, data throughput, parallelism, checkpoints, and sustained runtime.
Latency and throughput goals, concurrency, model loading, capacity margins, and service access.
Resource isolation, network boundaries, data movement, software baselines, and operational ownership.
LIBRA BY AROXEON
Libra is a multi-model AI coding tool in development. Its planned first release is a VS Code extension that brings model access, platform credits, and usage into one account.
FROM NEED TO DELIVERY
This is the intended engagement flow. Scope, timing, and acceptance are confirmed for each project.
Clarify workload, duration, environment, and business goal.
Consider compute, network, storage, and deployment conditions together.
Agree on configuration basis, delivery boundary, and commercial terms.
Prepare the environment and validate it against agreed criteria.
Continue operating conversations within the confirmed scope.
AROXEON
合肥艾洛思信息科技有限公司 focuses on AI compute and infrastructure while developing Libra as an independent product brand. Both address how AI moves from resources into real work.
AROXEON is developing its own compute center in Korea to support project-specific AI workload planning and deployment coordination.
Meet AROXEON