What it is

We don't treat your GPUs like black boxes.

Underwriting and loan scoring models make decisions with real financial weight. Every output carries assumptions about the compute it ran on. Most of the time, nobody checks those assumptions. The GPU either worked or it didn't, and nobody really knows which.

Oru'el gives you granular, continuous visibility into exactly what your GPUs are doing: thermal behavior, power draw, memory state, performance trajectory. When a GPU starts to degrade, you know before it introduces noise into your model's outputs. When it's running cleanly, you have the data to prove it.

The result is better underwriting. Models that run on verified, consistent compute produce more reliable outputs. You are no longer trusting a black box. You are working with known hardware, measured and accounted for.

Capabilities

Accuracy

Verified compute

Know that your models are running on GPUs performing to spec. Replace assumption with measurement.

Detection

Hardware drift detection

Catch GPU degradation before it introduces noise into model outputs. Earlier signal means fewer decisions made on compromised compute.

Telemetry

Granular GPU visibility

Thermal, power, memory, and performance data — continuously. No black boxes, no gaps, no guessing what the hardware was doing.

Correlation

Compute-to-output tracing

Understand when hardware state correlates with changes in model output. Connect what the infrastructure did to what the model decided.

Continuity

Always-on monitoring

No periodic checks, no manual reviews. Oru'el watches your GPU fleet around the clock so every decision your models make is backed by clean compute.

Privacy

Private deployment

Oru'el runs inside your environment. No inference data, no model outputs, no customer data ever leaves your perimeter.