Proprietary Scores
Built on Paul Ekman's Facial Action Coding System (FACS) and 40 years of peer-reviewed research. Every score traces back to measurable facial geometry.
Read the full methodology →Decision readiness under pressure.
Measures stress recovery speed and emotional regulation by tracking micro-expression volatility, AU4 (brow furrow) frequency, and the ratio of stress-indicator AUs to baseline across the session. A high Composure Index indicates the subject maintains emotional equilibrium even during cognitively demanding moments.
Rolling 30-frame window analysis of stress-indicator AU frequency vs. session baseline. Recovery speed measured as frames-to-baseline after stress spikes.
Nonverbal authority and credibility.
Tracks camera engagement, postural stability, head pose consistency, and Duchenne smile frequency (AU6+AU12). Presence Quotient quantifies how strongly a subject commands visual attention through non-verbal signalling — the "executive presence" that audiences read unconsciously.
Weighted composite of gaze direction consistency, head yaw/pitch stability (solvePnP), and genuine smile frequency. Normalized against segment benchmarks.
Mental bandwidth and cognitive load.
Derived from blink rate variance, gaze defocus events, and attention markers. High cognitive load produces measurable changes in blink patterns (Soukupová & Čech, 2016) and gaze stability. Cognitive Clarity inversely correlates with these load indicators — a high score means the subject is operating with available mental bandwidth.
EAR-based blink detection with variance analysis across session windows. Gaze defocus measured via pupil-to-iris ratio instability. Combined into inverse cognitive load index.
Peak decision clarity and sustained focus.
Identifies sustained periods where attentional stability, processing efficiency, focus quality markers, and emotional regulation all converge above threshold simultaneously. Based on Csikszentmihalyi's flow theory operationalized through four measurable indices. The "window" is the temporal span of peak decision clarity — longer windows indicate deeper, more productive cognitive alignment states.
Four-index convergence detection: all four sub-indices must exceed threshold simultaneously for ≥15 frames to register a clarity window. Total duration reported as percentage of session.
Emotional congruence and credibility.
Detects suppression, micro-expression leakage, and affect consistency. Authenticity is measured as the alignment between macro-expressions (what the subject appears to be expressing) and micro-expression patterns (involuntary signals that may contradict). High authenticity means expression and underlying emotional state are congruent.
Frame-by-frame comparison of macro-expression classification vs. micro-expression detection. Leakage events (micro-expressions contradicting macro) reduce the score. Temporal consistency of emotional valence contributes positively.
Team communication health.
Detects contempt (AU10+AU14), disengagement patterns, micro-aggression signals, and passive-aggressive cues in group interactions. The Culture Erosion Index surfaces behavioural patterns that erode psychological safety — the signals that team members read unconsciously but cannot articulate. Best used in group analysis across multiple sessions.
Group-level detection of contempt AUs, unilateral lip raises, and sustained gaze aversion during peer speaking. Frequency and intensity weighted by session context. Lower scores indicate healthier communication.
Psychological recovery across a full session.
Measures stress recovery speed and baseline preservation under sustained pressure. The "arc" is the shape of the stress-recovery curve across the session — does the subject return to baseline after stressors, or does each stress event compound? Available in Director and Enterprise tiers.
Session-level stress spike detection with recovery-to-baseline timing. Baseline drift measures cumulative stress accumulation. Arc shape classified as: Resilient (full recovery), Adaptive (partial recovery), or Depleting (progressive drift).
Decision momentum sustainability.
Tracks whether optimal focus quality is achieved, maintained, and self-reinforcing. Momentum is the temporal derivative of decision readiness — not just reaching a peak state, but sustaining and building on it. High Momentum Signature indicates the subject builds positive decision momentum rather than oscillating between peaks and valleys.
Rolling derivative of composite focus quality score. Positive momentum = sustained upward trend or plateau above threshold. Cascade detection identifies sequences where one high-clarity indicator triggers others.
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