Idle-Cost Analysis
Measure active and idle ratios, monthly waste, and recoverable GPU capacity.
NADOO CLOUD INSIGHT
Find Idle GPU Cost before Buying More Capacity
Nadoo Cloud Insight runs without interrupting GPU/NPU servers and produces decision reports on utilization, idle cost, and ghost sessions before additional purchases.
PROBLEM
Usage First, Not More GPUs
GPU purchase requests keep rising, but there is no way to tell whether GPUs are truly short or the operating model is the real problem.
- 01
No Way to Tell Shortage from Inefficiency
Requests never stop, but without data on real utilization and bottlenecks, rational investment decisions are hard to make.
- 02
Idle GPUs and Resource Concentration
Even when shared GPUs are monopolized by one team or sit idle, there is no clear standard to share or reallocate them.
- 03
No Operating Policy without Usage Patterns
Without work-hour, night, and weekend usage and per-team patterns, policies for reclaim, sharing, and expansion are impossible to set.
CAPABILITIES
More Than Monitoring — It Informs Purchase Decisions
Occupied-Session Detection
Identify sessions and nodes that keep capacity occupied with low usage.
Node and Model Inventory
See accelerator inventory across NVIDIA, AMD, and NPU environments.
Cloud-Conversion Proposal
Separate shareable GPUs from dedicated equipment and build the case for conversion.
PROCESS
Diagnosis Leads to a GPU Cloud Plan
When GPU Cost Is Visible, Operations Become Actionable
Insight is not just monitoring. It is the business report before owned GPUs become an internal cloud.