How the platform is built.
Four progressive layers — Petalyx, Ontologos, Semba and Insightvault — from capture on the user's device through to AI-driven visualisation.
Platform sequence
From human signal to decision-grade insight.
Each layer adds a distinct capability while preserving a clear chain from collection to analysis.
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OntologosTransform
Orchestration and NLP anchoring discriminate the underlying affect signal.
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SembaProtect
A multilayered organisational and infrastructure moat protects the affective topology.
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InsightvaultUnderstand
Analysing population-level sentiment via 3D contour maps and self-optimising drift/anomaly algorithms.
Explore Insightvault
Engineering
Lead Developer
Carter Manahan
First-Class BSc (Hons) in Digital Media. Specialist in UX engineering and product design.
Join the story.
We occasionally welcome exceptional junior and undergraduate candidates with experience or an interest in NLP, data science, linguistics, or transformer models. If you would like to contribute to this ground-breaking work, we would like to hear from you.