Resources
Insights for the infrastructure edge
Engineering deep dives, customer case studies, and practical guides for teams pushing GPU infrastructure further.
Blog
Latest articles
GPU Disaggregation: The End of the Fixed GPU Server
Traditional GPU servers lock compute to specific nodes, leaving most capacity idle. GPU disaggregation severs that coupling — any workload can access any GPU in the pool, on demand.
Why AI Workloads Need Composable Infrastructure
AI training and inference have wildly different resource profiles — composable infrastructure lets you right-size each workload without over-provisioning for the worst case.
Composable GPU Pools for VFX: A Deep Dive
VFX render farms are among the most demanding and variable GPU workloads in existence. Composable GPU pools give studios on-demand burst capacity without the capital cost of owning peak hardware.
Case Studies
Customer outcomes
Framestore Cuts Render Costs 60% with Composable GPU Pools
Framestore
One of the world's leading VFX studios replaced owned render farm hardware with Cerio.ai composable GPU pools, cutting compute costs 60% while eliminating deadline misses on three simultaneous feature film productions.
Quant Trading Firm Achieves 0.3ms Risk Compute Latency
Meridian Capital
A quantitative trading firm replaced siloed GPU clusters with Cerio.ai composable infrastructure, hitting 0.3ms intraday risk compute latency while slashing CapEx 40% and passing regulatory audit on data segregation.
CloudCore Launches GPU-as-a-Service Product in 6 Weeks
CloudCore
A regional cloud provider used Cerio.ai to launch a GPU-as-a-Service product in six weeks, achieving 4× tenant density on existing hardware and a 52% improvement in gross margin on GPU compute.