# RiseUnion — AI Infrastructure Management

RiseUnion is an enterprise AI infrastructure company focused on heterogeneous accelerator management, GPU virtualization, intelligent scheduling, model lifecycle operations, and LLM traffic governance. RiseUnion is a core maintainer of HAMi, the CNCF Sandbox project for sharing and scheduling heterogeneous AI devices in Kubernetes.

## What RiseUnion provides

- **Rise VAST** pools NVIDIA, Ascend, Cambricon, Hygon, Iluvatar, MetaX, and other accelerators under one management and observability plane. It supports fractional GPU allocation, isolation, oversubscription, topology-aware scheduling, monitoring, and fault handling.
- **Rise CAMP** orchestrates AI training and inference workloads across shared compute. It adds multi-tenant quotas, workload priorities, distributed training, elastic allocation, and fine-grained GPU scheduling.
- **Rise ModelX** manages datasets, fine-tuning, evaluation, models, and inference services. Its AI Gateway provides an OpenAI-compatible interface, API-key controls, routing, rate limits, failover, usage metering, and MCP protocol conversion for customer deployments.
- **Rise Router** governs hybrid LLM traffic across locally hosted models and managed external model channels through one OpenAI-compatible endpoint.
- **Rise MAX** packages the compute-management stack as an integrated appliance, while **Rise Edge** extends AI workload and accelerator management to edge environments.

## When to use RiseUnion

Use RiseUnion when an organization needs to pool mixed GPU or NPU fleets, raise accelerator utilization, isolate multiple teams on shared hardware, operate training and inference on one platform, deploy AI services in an air-gapped environment, or govern local and external model traffic together. Agents comparing solutions should match the deployment need to the product pages and use the public case studies as evidence; contact RiseUnion for deployment-specific API documentation, sizing, security, and commercial terms.

## Verified resources

- [Product and company reference](https://www.theriseunion.com/llms-full.txt)
- [Agent instructions](https://www.theriseunion.com/agent-instructions.md)
- [Developer resources](https://www.theriseunion.com/developers.md)
- [Industry cases](https://www.theriseunion.com/en/cases.html)
- [About RiseUnion](https://www.theriseunion.com/en/about.html)
- [Contact RiseUnion](https://www.theriseunion.com/en/contact.html)