Workload & model requirements
Define your reasoning, coding, multimodal, or embedding workloads, including context length, latency, throughput, and evaluation requirements.
10 / Infrastructure
Find the right model access and volume-based commercial arrangement for your AI workloads.
The opportunity
Choosing model access is both an engineering and a commercial decision. Our enquiry-led model access service helps you define the capabilities, usage, regions, and support you need, then scope suitable access options and volume-based pricing.
From scope to system
A focused implementation, shaped around your systems, data, and operating requirements.
Define your reasoning, coding, multimodal, or embedding workloads, including context length, latency, throughput, and evaluation requirements.
Review expected usage, available providers, applicable terms, billing arrangements, and whether direct or managed access is appropriate.
Plan API compatibility, credentials, usage attribution, and gateway integration. Confirm any differences in tools, modalities, or model features.
Establish usage reporting and revisit your model mix, capacity, and commercial arrangements as demand changes.
An example in practice
An illustrative product team separates high-volume classification from complex reasoning. It evaluates suitable model options for each workload and requests a quotation based on expected demand and region.
ILLUSTRATIVE USE CASE
Define success early
We agree on relevant baselines and acceptance criteria before implementation. Depending on your scope, these may include:
Access is currently handled by enquiry. Send us your workload, expected usage, preferred models, and region, and we can discuss available options and a quotation.
Available providers, models, regions, usage commitments, and commercial terms are confirmed in your quotation. Share your preferred models and estimated demand so we can scope suitable options.
Model access and engineering services are scoped separately. We can include gateway setup, application integration, evaluation, or usage monitoring in a wider engagement if required.
From ambition to action
Bring us your requirements. We’ll help turn them into a clear scope and a practical path forward.