GPU
Market Intel
Regional GPU capacity: what product teams should evaluate
Capacity, location, interconnect and operational support beyond the accelerator specification.
Build with better infrastructure context.
Guides, market intelligence, technical explainers and customer evidence for teams evaluating production AI in the region.
How to scope a production AI workload before choosing infrastructure.
A practical framework for estimating model needs, concurrency, latency, residency, management level and commercial risk.
Read the guideHYPERFUSION FIELD GUIDE / 01From AI Task
to Production
Architecture
to Production
Architecture
$FIXED
Guide
Usage pricing vs. outcome pricing for AI products
How different commercial models shift risk between the customer and infrastructure provider.
POST
/v1/chatEngineering
Moving an OpenAI-compatible application to open-weight models
A migration checklist covering endpoints, model behavior, evaluation and production monitoring.
UAE
Guide
Data residency questions to ask an AI infrastructure provider
Separate marketing language from actual hosting, logging, retention and transfer controls.
32B
Engineering
Choosing an open-weight model for a regional product
Balance quality, language coverage, latency, memory footprint and licensing.
“Production
delivery
delivery
Customer story
Delivering enterprise GPU capacity against a critical timeline
How responsive provisioning and technical support helped a regional project move forward.
42ms
Market Intel
Why infrastructure geography still matters for inference
A practical look at routing, first-token latency, user experience and data location.
Engineering
Evaluation before deployment: quality, latency and cost
Build a model comparison process that reflects the real tasks your users perform.
G
Guide
Understanding managed infrastructure for a Gonka host
Control boundaries, GPU operations and the questions to resolve before participation.
Put the guidance to work on a real workload.
Scope a production AI task against regional infrastructure and a commercial model you can forecast.