Failure prevention
Detect drift early and prevent failures before they disrupt workloads.
AI cluster reliability, automated.
ClusterBeacon
Autonomous failure prevention, self-healing, and incident knowledge - fully on-premise.
Why ClusterBeacon
Prevent downtime before it starts.
AI clusters need more than alerts. ClusterBeacon predicts failures, diagnoses root causes, and coordinates self-healing operations on-premise.
Self-healing
Trigger proven remediation when ClusterBeacon detects an issue.
Incident knowledge
Turn every resolved incident into a reusable operational record.
Operations at scale
100×
More efficient operations.
Autonomous prevention, diagnosis, and self-healing give infrastructure teams a 100×-1000× efficiency gain.
How it works
Keep every cluster operating at its best.
Four connected stages turn continuous telemetry into reliable, reviewable operations.
-
01
Calibrate the cluster
Learn healthy behavior across the cluster.
Create safe operating boundaries for each node.
-
02
Monitor continuously
Track health, performance, and incidents in real time.
Catch drift before it becomes an outage.
-
03
Diagnose root causes
Use telemetry and incident history to find the cause.
Surface the remediation path quickly.
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04
Self-heal with control
Apply approved fixes without losing operator control.
Keep incidents from becoming recurring work.
What ClusterBeacon watches
Operate the full infrastructure lifecycle.
ClusterBeacon brings every operational signal together so teams can prevent downtime and learn from every incident.
Infrastructure health
GPU, memory, network, storage, thermal, and power signals.
Performance telemetry
Cluster health, capacity, utilization, and workload behavior.
Incident knowledge
Root causes, successful fixes, and operating context from past events.
Why teams choose ClusterBeacon
Autonomous operations, fully on-premise.
Failure prevention, self-healing, and incident knowledge for heterogeneous AI clusters.
- Ops team efficiency gain
- 100×
- Deployment model
- On-prem
- Automated response
- Self-heal
- Operator role
- In loop
Deployment
Built for the clusters you run today.
Inside your infrastructure
Runs alongside the cluster it protects.
Cloud deployment
Available as a managed SaaS option for teams that prefer cloud operations.
Get started
Bring autonomous reliability on-premise.
ClusterBeacon is onboarding select GPU operators ahead of general availability.
Private preview
For GPU operators running AI infrastructure at scale.
[ Request early access ]Fully on-premise
Deploy within your facility, including air-gapped environments.
[ Contact XPerf ]Human in the loop
Autonomous remediation stays within reviewable operator guardrails.
[ See how it works ]Take Control of Your Data Center
Prevent failures, self-heal incidents, and get more from every accelerator.