Gigabytes ofbehavioral data collected
Predicting humansunder pressure
We study the fast, pre-verbal layer of human behavior — turning measurable reactions into intelligence that helps people and systems perform when it matters most.
Loading interactive brain
Understanding human behaviour before conscious decisions emerge
We are building AI models that learn how people react in the first moments after a stimulus, how that reaction develops into a conscious decision, and what they are likely to do next.
Low-road reactions
0 msExternal stimulus
- ~250 ms
Initial response
Transition between low-road and high-road
- ~600 ms
Behavioral adjustment
High-road reactions
~800+ msConscious decisions
Low-road reactions
Transition between low-road and high-road
High-road reactions
We aim to predict not only what a person will do, but how the response emerges over time.
Millions of realhuman decisions.
Every AI today models the part of the brain that reasons. We model the part that reacts — the fast, pre-verbal layer nobody is building. Read straight from gameplay telemetry at 64 Hz, resolved to 15 ms.
years of cumulative
human activity
Capturing decisions and reactions under pressure.
People representedin our datasets
Telemetry granularitydown to 15 ms
Initial results that
move the baseline.
We trained Ember and Orbit — the first models built to predict fight-or-flight outcomes — and benchmarked them against leading open-source and frontier LLMs over 1,000 predictions. They are more accurate, orders of magnitude faster, and orders of magnitude cheaper — because they read behaviour directly from telemetry instead of reasoning over text.
baseline51.5%——
Best-performing configuration shown per model family. LLM results measured over 1,000 predictions; Orbit & Ember over the full validation set. Full methodology in our scientific paper (under review, available under NDA).
Grounded in research,
built in the real world.
We work with top researchers and research institutions.

Centaur AI
Human cognition foundation model
Marcel Binz, PhD — Author of Centaur, the foundation model of human cognition, who reviewed our scientific paper.

Masaryk University
Psychology of digital behaviour
Prof. David Šmahel — Joint research on esports athletes, pairing in-game and physiological data during competitive play.

VŠB — Technical University of Ostrava
AI research & PhD talent
Prof. Ivan Zelinka — Among the top 2% most-cited AI scientists worldwide: swarm intelligence and evolutionary computing.

Centaur AI
Human cognition foundation model
Marcel Binz, PhD — Author of Centaur, the foundation model of human cognition, who reviewed our scientific paper.

Masaryk University
Psychology of digital behaviour
Prof. David Šmahel — Joint research on esports athletes, pairing in-game and physiological data during competitive play.

VŠB — Technical University of Ostrava
AI research & PhD talent
Prof. Ivan Zelinka — Among the top 2% most-cited AI scientists worldwide: swarm intelligence and evolutionary computing.

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