Autonomous GPU Infrastructure

Stop paying for GPUs
that aren't thinking.

Blamphs.ai is an autonomous control plane for AWS GPU workloads. It monitors your clusters, kills idle compute, self-heals CUDA failures, and cuts your bill by 40%.

Get Started Free
~40%
Cost Reduction
$44.5B
Wasted Cloud Spend / Year
0
Manual Interventions Needed
24/7
Autonomous Monitoring

Your clusters talk.
Blamphs listens.

Connect via a read-only IAM role. Configure constraints in plain English. Blamphs.ai takes it from there.

It watches GPU utilization across every node, detects CUDA errors and zombie processes before they cascade, and automatically cordons off bad nodes while spinning up healthy replacements.

blamphs-agent ~ cluster-us-east-1
$blamphs scan --cluster prod-gpu-01
Scanning 48 GPU nodes...
⚠ Node gpu-17: idle 2h14m (0% utilization)
✕ Node gpu-31: CUDA error detected
✓ Auto-scaling gpu-17 down. Saving $4.12/hr
✓ Cordoning gpu-31. Rebooting...
✓ gpu-31 recovered. Training resumed.
$blamphs savings --month
Total saved this month: $12,847

What runs while you sleep

Every feature is autonomous. No dashboards to check. No alerts to triage.

Autonomous Scaling

Detects idle GPUs and scales down before you waste another dollar. Scales back up milliseconds before capacity is exceeded.

Self-Healing Nodes

CUDA errors, zombie processes, memory leaks. Blamphs detects, cordons, and reboots problematic nodes without human intervention.

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Predictive Budgeting

Forecasts spend based on your actual training patterns. Know what next month costs before it arrives.

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Natural Language Config

"Keep GPU utilization above 80%. Never exceed $50k/month." Configure constraints like you're talking to a teammate.

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Read-Only Setup

Connect with a read-only IAM role. No write access to your infrastructure. Blamphs observes, recommends, and acts through safe APIs.

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GPU-First Intelligence

Built for AI workloads from day one. Understands training checkpoints, data loading patterns, and inference batching.

$44.5 billion in GPU compute is wasted every year. Yours doesn't have to be.

Blamphs.ai is the autonomous control plane that makes GPU infrastructure run itself.