See every inference your fleet runs.
Trace every inference in the field. Catch drift before it becomes a problem.
Models fail quietly in the field.
Trace every inference
Inputs, outputs, timings, and device state, tied to the exact build that produced them.
Metrics per build
Track throughput, latency, power, and accuracy per device and per version.
Debug without the SSH session
Pull any run off any device and replay it at your desk, exactly as it happened.
From one frame to the whole fleet.
End-to-end traces
Inputs, outputs, and timings for every inference, tied to the build that produced them.
Latency breakdowns
See percentiles per device and per version, split between the accelerator and postprocessing.
Drift alerts
A drop in accuracy flags the affected devices automatically.
Search and filter
Filter runs by device, model, version, or fault to move from symptom to cause.
Replay
Replay any inference exactly as the device ran it.
Inspect from the terminal
Pull up any run from the command line: inputs, timings, and everything the vendor runtime printed.
From build to fleet and back.
The fleet reports back from the field, and that data makes the next build better.