Turn GPU capacity into a cloud you can operate.

Questions from NeoCloud infrastructure teams

• What does Aviz add to a NVIDIA AI factory?−
  Aviz connects network design, tenant provisioning, service-edge connectivity and operational visibility. ONES works with the supported host orchestration and NVIDIA controllers in your design. Service Gateway, AI-Parser and AI NOC add specific capabilities where you need them. The engagement starts by agreeing that division of responsibility.
• How do DSX OS and Aviz licensing fit together?+
  NVIDIA DSX OS brings together modular infrastructure software. Its components retain their own licenses; NVIDIA Infra Controller, for example, uses Apache 2.0. Aviz software subscriptions and engineering services have separate commercial terms. We identify the selected components, licenses and support responsibilities during scoping.
• Can we keep our own portal and orchestration platform?+
  Yes. Aviz can integrate through supported APIs and automation so your platform continues to drive customer workflows. We agree the tenant source of truth, required data and event flow, then validate the integration on the selected releases. You can use the Aviz interface where it helps your operators.
• How does the NICo integration handle tenant networking?+
  In the supported workflow, NICo provides tenant network context from the infrastructure layer. ONES consumes the tenant identifiers and network details to configure the corresponding fabric and service-edge resources. The integration review establishes the exact scope, versions and ownership of each action.
• What does DSX Air validate?+
  DSX Air provides a cloud-hosted environment for logical infrastructure simulation. It is useful for topology, configuration and workflow rehearsal. Physical throughput, hardware behavior and end-to-end acceptance still require testing on the selected equipment. Aviz can combine rehearsal with a scoped physical integration engagement.
• Can the design include Ethernet, InfiniBand and SONiC?+
  The answer depends on the role of each network and the supported reference design. We review front-end, storage, management and GPU-interconnect requirements separately. SONiC applies to supported Ethernet designs; InfiniBand and NVLink retain their own platforms and controllers. Confirm the supported hardware and releases for your deployment.
• Where does Service Gateway fit with existing security tools?+
  Service Gateway provides tenant routing, NAT, elastic IPs and stateful L3/L4 policy at the AI factory edge. We place it within your wider perimeter design and agree how it interacts with existing firewalls, routing and security operations. The selected service and availability requirements determine the topology.
• What traffic does AI-Parser need to see?+
  AI-Parser needs a supported, inspectable copy of the inference traffic. For encrypted services, the capture or supported decryption method must be agreed with your security team. Token reporting depends on the usage fields available in the response. We validate field coverage and tenant attribution before using the data for service reporting.
• Will AI NOC make changes without our operators?+
  AI NOC is offered through early access with a read-first, operator-controlled approach. Begin with evidence gathering and cross-layer investigation. Any workflow that changes the environment is scoped with the permitted actions, roles and operating process for your deployment.
• What is a practical first engagement?+
  Bring a target pod design, your orchestration approach and one operational priority. An Aviz engineer will help define the supported stack, integration work and acceptance evidence. The resulting scope can include simulation, physical validation, deployment, training and ongoing support.