THE PLATFORM
Autonomous agents for GPU infrastructure, end to end.
Factryze runs AI agents inside your clusters that detect, diagnose, and optimize across the full stack, from facility power to GPU kernels. One platform, from first watt to peak tokens per second.
How Factryze Works
Detect, diagnose, optimize. On a loop.
Factryze agents read from the tools you already run, then close the loop the way an on-call engineer would, only without the timezone gaps. Detection runs continuously. Diagnosis crosses every layer of the stack. Optimization compounds as your runbook library grows.
Detect
Continuous reads from DCGM, NCCL, PCIe, thermals, and the scheduler. Faults surface in seconds.
Diagnose
Cross-layer correlation from silicon to framework names the real cause, not the noise.
Optimize
Recommend-then-remediate, plus throughput tuning that lifts tokens per GPU-hour.
Agents & Capabilities
A team of agents for the work you cannot staff around the clock.
Detection agent
Watches DCGM, NCCL, PCIe state, thermals, and scheduler events continuously. Surfaces Xid faults, throttling, and link degradation in seconds, not hours.
Diagnosis agent
Correlates signals across hardware, driver, fabric, scheduler, and framework to name the actual root cause instead of the symptom.
Optimization agent
Tunes batch scheduling and placement against real GPU-kernel efficiency so cost-per-token trends down instead of drifting.
Remediation agent
Recommends the fix, then executes once approved: drain a node, reschedule a job, file the ticket, and record the runbook.
Ready to automate your GPU ops?
Deploy in minutes. Start detecting issues in seconds. No credit card required.