Human–AI Systems · Physiological Computing

Every person has a unique physiological signature.We measure state against their own baseline.

AMI 007 models each person's physiology as a full distribution and measures state against that person's own baseline, capturing the rich patterns that make every individual unique. It is the foundation for AI teammates that know the right moment to speak up, offer support, or let the operator stay focused.

50+Publications, preprints & refereed presentations
2Live demos, DAF Modeling & Simulation Summit 2026
2Best Paper awards
2U.S. provisional patents filed
Published & presented at I/ITSECMODSIM WorldHFESHCI InternationalAHFE / IHSIANNSIMDAFMSAS
What sets us apart

The signal is in the shape, not the level.

Heart-rate variability responds to many things at once: posture, engagement, effort, and fatigue. The pattern of how a person's physiology varies reveals which one is at work.

The traditional approach

One number, one threshold

  • Summarizes physiology as a single value, such as heart rate, HRV, or a "readiness score"
  • Compares it to a population norm or a rolling average
  • Built on group averages and reports levels
  • Well suited to broad, population-level trends
The AMI 007 approach

Your distribution, your baseline

  • Models each person's physiology as a stochastic process, not a single value
  • Measures state as the distance from that person's own reference distributions (rest, productive load, fixation)
  • Captures the full richness of variability, shape, and covariance
  • Gives AI a principled signal for the right moment to engage, with a clear reason why

Let's work together

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