Performance & Methodology

Built for speed. Proven on your data — not ours.

We don't publish marketing benchmark sheets. Every performance claim gets validated against your own production traffic during a pilot, measured transparently alongside your existing system.

01

Shadow-mode deployment

Xobriq scores your live traffic in parallel with your existing system — nothing changes for your users while we measure.

02

Side-by-side comparison

Detection accuracy, latency, and throughput are measured against your current stack's own output, not a generic industry average.

03

Your data, your environment

Every number comes from your production traffic and your infrastructure — never a synthetic benchmark dataset.

04

Signed-off results

You get a report of the pilot's measured outcomes before deciding on production cutover — and you keep the data.

Infrastructure

GPU-accelerated, deployed close to your users.

Guard runs on our Nairobi DGX H200 cluster with MIG isolation and per-second billing, so latency-sensitive workloads like fraud scoring and liveness detection stay close to where your traffic actually originates — with full Kenya data residency for regulated workloads.