Capacity signal
See utilization patterns across clusters before they turn into spend.
Utilization
78%
Memory
64%
Queue pressure
12m
Infrastructure intelligence
You already have the hardware—now let’s make every GPU earn its keep.
GPUutilizationAi gives data-center teams an AI-powered command layer for seeing idle capacity, correcting workload placement, and recovering more compute from the fleet they already own.
Built for data-center teams No new hardware required
cluster intelligence / live
Total utilization
78%
Capacity recovery
42 GPU-hours
Recoverable this week from idle allocation windows.
Workload placement opportunities
Shift vision-training-04 to A100 pool
Release 8 idle H100 reservations
Consolidate low-priority inference jobs
01
Locate idle and underused GPUs
02
Model workload-to-GPU fit
03
Recover capacity with clear priorities
From telemetry to throughput
A sharper operating picture for every GPU decision.
Built to answer the questions that matter before another capital request reaches the roadmap.
02 / Diagnose
Find capacity that is hiding in plain sight.
Surface underused accelerators, mismatched jobs, and costly allocation patterns before they become another hardware request.
03 / Optimize
Turn recovered headroom into a plan.
Prioritize workload reshuffles with a shared view of impact, so platform and ML teams can move with confidence.
Built around the work
One platform for continuous capacity recovery.
Replace periodic reporting and ad-hoc cluster hunts with an operating rhythm that helps teams locate waste, plan consolidation, and protect throughput.
01
Utilization monitor across active GPU fleets
02
Idle and underutilization detection
03
Workload-to-GPU fit analysis
04
Capacity recovery and ROI reporting
Pricing that scales with your fleet
Put recovered capacity to work.
Choose the operating depth your data-center team needs today, then expand the scope as your optimization practice matures.
Monthly SaaS plans
Enterprise scope is sales-led.
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GPU Enterprise
Tailored capacity intelligence for complex data-center environments.
Custom pricing
Scope is tailored to your fleet and operating model.
Dedicated rollout planning for multi-site operations.
Talk to us 3-day free trial
See what your existing fleet can give back.
Request a focused 3-day trial for your team. We'll confirm fit and help scope the right starting point before access is provisioned.
Start with a capacity conversation.
Tell us about your cluster, goals, and operating environment. We'll confirm fit and scope before access is provisioned.
Start your 3-day free trial Already evaluating? Create an account