GPU reliability infrastructure for AI operators.
Swon detects GPU failures before they happen and routes your workload to standby hardware automatically.
Your GPU fails. Your work stops.
Unexpected downtime
GPU crashes mid-run, no warning, no backup. Hours of compute lost in a single fault.
Cloud dependency
AWS outages take down your entire operation. One region failure becomes your problem.
No early warning
You find out when it's already too late. By then, the workload is gone and the SLA is broken.
Swon keeps you running.
Monitor
Adaptive health scoring tracks 15+ GPU metrics in real time. Trend analysis detects degradation before failure.
Detect
Tripwire alerts fire in under 5 seconds. Watchdog catches silent failures. You know before anything breaks.
Failover
Workload routes to standby hardware automatically. Physical backup servers, independent of cloud providers. Under 15 seconds.
Built for operators who can't afford downtime.
Warm standby hardware, not cold provisioning.
Independent of AWS, GCP, Azure.
Catch degradation before it becomes a crash.
Adaptive health scoring with Telegram alerts.
Three tiers of protection.
Each tier builds on the last. Choose based on your tolerance for downtime and dependency on cloud providers.
Cloud Standby
For operators who need fast failover without dedicated hardware.
- Real-time GPU monitoring
- Pre-failure degradation detection
- Automatic Vast.ai failover
- 45-second recovery target
Dedicated Standby
For operators who need guaranteed hardware independence.
- Everything in Package 0
- Cold standby on dedicated physical hardware
- Independent of all cloud providers
- 30-second recovery target
Warm Standby
For operators where every second counts.
- Everything in Package 1
- Warm standby — hardware pre-loaded and ready
- Under 15 second failover
- Priority support
How Swon protects your compute.
A single agent. Continuous telemetry. Independent failover hardware. Designed to be invisible until the moment you need it.
--name swon-agent \
-e SWON_KEY=$KEY \
swon/agent:latest
Install the Swon agent on your GPU server — one Docker command.
Agent collects 15+ metrics every 5 seconds and sends to Swon backend.
Adaptive health scoring detects degradation trends before failure.
On failure or tripwire trigger — automatic routing to standby hardware.
You receive instant Telegram alert. Your workload keeps running.
Ready to protect your compute?
Talk to us about which package is right for your operation.