HPC & GPU cluster architecture
Capacity planning, topology design, and vendor‑agnostic hardware selection for GPU and CPU‑heavy environments. We align compute, storage, and network so your bottleneck isn’t a surprise.
Capstone Services designs, tunes, and operates high‑performance compute and ASIC environments for teams that can’t afford downtime, wasted watts, or missed blocks.
From greenfield builds to rescuing over‑provisioned clusters, we help you design, deploy, and operate compute that actually matches your workload and risk profile.
Capacity planning, topology design, and vendor‑agnostic hardware selection for GPU and CPU‑heavy environments. We align compute, storage, and network so your bottleneck isn’t a surprise.
Site selection, power strategy, firmware tuning, and monitoring for ASIC fleets. We focus on uptime, efficiency, and realistic ROI instead of theoretical hash‑rate charts.
Incident playbooks, observability design, and on‑call workflows tailored to high‑density compute. Fewer pages, faster recovery, and clearer ownership across teams.
We work with teams running latency‑sensitive workloads, large‑scale training jobs, and ASIC‑backed infrastructure where every watt and every minute of downtime matters.
For labs and R&D groups that need predictable queues and reproducible performance across thousands of cores.
GPU‑dense clusters for model training and low‑latency inference, with a focus on utilization and cost per token / prediction.
ASIC farms tuned for realistic power envelopes, thermal constraints, and site‑level reliability.
Guidance on where to run what: colo, on‑prem, or hybrid—grounded in power, latency, and regulatory realities.
Capstone Services is a specialist consultancy focused on the messy middle between hardware, software, and operations. We’re not a reseller—we sit on your side of the table.
Tell us about your environment, your constraints, and what “better” would look like. We’ll respond with a concrete next step—not a generic sales deck.
Share a few details about your current setup and goals. We’ll review and follow up with a proposed agenda and time options.