Define what must run
Models, frameworks, data size, precision, rendering or development tasks and expected usage patterns.
Specialist lab service
Hardware matched to the workload, not the hype.
AI workstation planning starts with model size, software compatibility, expected concurrency and operating constraints. We then balance GPU memory, system memory, storage, thermals, power and a sensible upgrade path.
Kept separate from the main growth offer.
This specialist capability sits under Software Capsule Labs so the primary website remains focused on SEO, web development, CRM automation and SaaS products.
Balance the complete build
GPU memory, CPU lanes, system memory, storage throughput, cooling, power and chassis constraints.
Plan operation and upgrades
Budget, local support, component availability, energy, noise and the likely next bottleneck.
Start with the actual workload.
Share the software, models, data, budget and constraints. We will identify the key sizing questions before recommending components.