Diagnostics

Check your own stack first

Tool 05 / interactive

Hierarchical Perception

Flat object lists drop what they have not seen before. This demo abstracts each detection up a semantic taxonomy to the most specific level it can safely justify, and cross-checks it with an independent segmentation path.

Open the interactive demo
Tool 06 / research build

Digital Twin Perception

A perception stack that classifies each frame on its own is a snapshot machine with no memory. This project fuses several sensors over time into one persistent 3D driving context, where probabilistic and deterministic paths cross-check each other and static scene is separated from moving objects.

Open
Tool 02 / 15 min

AI Maturity Matrix

Map your organisation's AI readiness against a model-based maturity matrix. Mark what you have, set where you want to go, and get a dependency-ordered roadmap plus a personalised report.

Start the assessment
Tool 04 / 10 min

Humanoid Autonomy Compass

A humanoid robot on a shared floor needs different controls than an agent drafting copy. Derive the fitting oversight regime from three properties you can actually check, then turn that verdict into a compliance checklist you can export.

Open the compass
Tool 01 / 12 min

Perception Safety Evidence Gap Check

Seven questions along the perception-to-release chain reveal where the evidence trail from your perception stack's failure modes to the safety goal is missing, without requiring ground truth.

Run the check
Tool 03 / 10 min

Autonomy Governance Navigator

Find out in 90 seconds which governance tier your AI system requires.

Open the navigator
Next step

Bring me the part of the stack nobody wants to present.

Thirty minutes, no pitch. Either there is a structural problem worth your time and mine, or there is not, and I will say so.