Infrastructure evidence
Discuss facility location, operator identity, cooling, network topology and technical documentation available for the proposed resource.
NEXFLOW MATRIX / TRUST
Trust through
clear expectations.
A practical framework for evaluating resource proposals and project responsibilities.
SERVICE FRAMEWORK / 服务边界
Ask the right questions.
Before deployment.
Technical evidence and contractual responsibilities should be assessed for the specific resource and operator.
Acceptance criteria
Agree capacity, configuration, acceptance tests, handover requirements and delivery milestones in writing.
Availability & support
Distinguish facility availability from node or service availability; confirm escalation paths and responsibility boundaries.
Data & model access
Confirm data processing regions, access controls, logging and retention terms with the relevant service provider.
Facility certifications and technical evidence are discussed for the selected resource, with the operator and applicable scope identified.
SERVICE RESPONSIBILITIES / 服务职责
Clear roles.
Before you commit.
NEXFLOW supports resource matching and project coordination. The resource operator and project agreements define service delivery responsibilities.
Resource matchingDiscuss model, scale, region and configuration options with NEXFLOW.
Contract & paymentThe proposal identifies the contracting, invoicing and payment-receiving entities before agreement.
AcceptanceIdentify the responsible parties and agreed configuration checks for the selected resource.
Operations & incidentsConfirm who receives incidents, who resolves them and the escalation route.
Technical evidenceDiscuss available configuration records and test evidence for the resource under review.
QUESTIONS / 常见问题
Before we begin.
Practical answers for planning your deployment.
Do you own the GPU infrastructure?
NEXFLOW acts as a resource sourcing and coordination partner. Resource operators, contracting roles and service responsibilities are identified for each project.
Which models are available through Token services?
Model selection, service access, pricing units and capacity are confirmed against your requirements. Supported capabilities are confirmed for the selected service.
Can you serve a project outside Singapore?
Yes. We welcome enquiries from global businesses and assess resource location, delivery feasibility and project conditions individually.