Model requirements
Identify language, reasoning, coding or other required capabilities and the intended deployment region.
NEXFLOW MATRIX / TOKENS
Intelligence starts
with the right access.
Discuss model Token requirements, enterprise usage and service options with our team.
SERVICE DISCOVERY / 服务需求
Start with the workload.
Define what your application needs before selecting a model service arrangement.
Usage & concurrency
Estimate input and output Token volume, peak concurrency, latency expectations and budget.
Service arrangement
Confirm model availability, sourcing arrangements, access methods and support responsibilities during consultation.
MODEL REQUIREMENTS / 模型需求
Explore the capability.
Then define the service.
Explore capability requirements and discuss the service arrangement for your application.
ENTERPRISE PLANNING / 企业服务规划
From a use case
to a service brief.
Confirm requirements with the actual provider before integration or procurement.
Access & integration
Confirm API format, authentication, SDK support, streaming and migration requirements for the chosen service.
Capacity & continuity
Specify concurrency, request limits, latency expectations and the arrangements for incident handling.
Cost & settlement
Agree Token units, input/output pricing, other modality units, invoicing and payment terms.
Governance & data
Review access control, logging, processing location, retention and support responsibility.
BILLING / 计费口径
Make usage understandable.
The billing model follows the agreed service and model.
Input / outputConfirm separate rates and applicable units
Cached TokensConfirm eligibility and billing treatment
Other modalitiesConfirm per-image, audio or video billing where relevant
Capacity & limitsConfirm rate limits, concurrency and service region
SettlementConfirm currency, invoicing and payment terms
Token service enquiries are available. Model selection, sourcing arrangements and access requirements are confirmed during resource matching.
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.