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Inference as a Service

Token-Based Elastic Inference Service

An enterprise-grade metered model-inference service built on Australia's sovereign compute foundation and NEB Compute's proprietary inference-optimisation platform.

Ready-to-Use Pay-Per-Token Data Resides On-Shore
Overview

Metered inference, engineered for enterprise use.

Four capabilities define the service — from how it scales, to where your data stays, to how the economics work.

01 · Elastic Metering

Elastic Metering

No need to build or lease dedicated clusters. Pay-per-token pricing with load-driven elastic scaling for variable-demand and long-tail workloads.

02 · Sovereign Compliance

Sovereign Compliance

All inference runs within Australian data centres, with data never leaving national borders — compliant with local data-sovereignty regulations, and differentiated from cross-border APIs.

03 · Engineered Cost-Performance

Engineered Cost-Performance

Proprietary inference optimisations — including quantisation, distillation, continuous batching, and scheduling — deliver lower latency and competitive per-token costs.

04 · Enterprise-Grade Assurance

Enterprise-Grade Assurance

Integrated into full-lifecycle operations, delivering SLA guarantees, monitoring, auditing, and multi-model access.

Where It Fits

One compute-supply spectrum, two delivery models.

Steady, Heavy-Duty Workloads
Dedicated GPU Compute

Dedicated servers, private clusters, and reserved capacity — billed by the hour, sized to a known, sustained workload.

Billing
Hourly, per GPU
Best fit
Training, fine-tuning, sustained inference
Elastic, Long-Tail Demand
Token-Based Elastic Inference

No cluster to size or manage — pay per token, with capacity that scales automatically with load.

Billing
Per token
Best fit
Variable-demand and long-tail inference
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Dedicated clusters handle steady, heavy-duty workloads, while Token-Based Elastic Inference covers elastic, long-tail demand. Together, they form a complete compute-supply spectrum — sized to what the workload actually needs, not the other way around.

Get Started

Metered inference, without the cluster.

Talk to NEB Compute about onboarding to the Token-Based Elastic Inference Service, or how it pairs with dedicated GPU capacity for your workload.

NEB Compute
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