AI/ML Infrastructure Observability

Full
Visibility
Into Your GPU Fleet

ArcWatch gives AI/ML teams real-time insight into GPU utilisation, inference workload health, cost attribution, and threshold-based alerting — all in a single platform built for modern GPU infrastructure.

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GPUs
32
Avg Util
78.4%
VRAM
1.8 TB
$/hr
$38.40
node-01 H100 SXM5
94%
node-01 H100 SXM5
61%
node-02 A100 PCIe
43%
node-03 A100 PCIe
12%
60s
Metric refresh interval
5
Alert rule types
vLLM
Inference engine support
Go
Lightweight collector agent
What ArcWatch Does

Every Layer of Your
GPU Infrastructure, Covered

GPU Fleet Dashboard
Monitor every GPU across all your nodes and clusters in real time. Track utilisation, VRAM pressure, temperature, and power draw. Instant visual grading lets you spot underutilised or overloaded hardware at a glance.
Inference Monitoring
Connect vLLM endpoints via the ArcWatch Go collector agent. Track requests running, queue depth, token throughput, and KV-cache pressure per endpoint and model — so you know exactly how your inference fleet is performing.
Cost Attribution
Attach hourly pricing to nodes and get per-team cost breakdowns automatically. Track cumulative spend by day, week, or month. Identify which clusters or workloads are burning budget and surface cost anomalies before they become surprises.
Smart Alerting
Define rules on GPU utilisation, memory pressure, inference latency, offline GPU count, or spend rate. ArcWatch evaluates rules every 60 seconds and fires de-duplicated events with Slack notifications — so you're paged only when it matters.
Getting Started

Up and Running in Minutes

01
Deploy the Agent
Run the ArcWatch Go collector on each GPU node. It scrapes NVML stats and vLLM Prometheus metrics, then ships them to the platform over HTTPS using your API key.
02
See Your Fleet
Metrics appear on your dashboard within one scrape cycle. Add node pricing in Settings to unlock cost attribution and hourly fleet spend tracking.
03
Set Alert Rules
Configure threshold rules and attach a Slack webhook. ArcWatch evaluates rules every minute and notifies your team the moment a GPU goes offline or inference latency spikes.

Ready to See
Your Fleet in Action?

Sign in to your ArcWatch dashboard and start monitoring your GPU infrastructure today.

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