Multimodal Neurotechnology Platform
Understand the signals behind social masking. NDMS synchronizes facial video and vocal streams to estimate moment-to-moment social masking effort and return interpretable risk signals—designed to empower emotional self-regulation and reduce fatigue, not perform surveillance or diagnosis.
Explicit consent · Audio-visual production pipeline · Edge privacy · Probabilistic indicators requiring human context
Elevated Masking Effort
Cognitive Load & Latent Exhaustion
Illustrative Notice: Displayed scores, uncertainty values, signal qualities, emotion indicators, and heatmaps are simulated illustrative examples and do not represent validated NDMS outputs.
Canonical Product Progression
Social masking demands continuous cognitive effort, frequently leading to fatigue, emotional overload, and neurodivergent burnout. NDMS is designed as an end-to-end neurotech pipeline that transforms subtle signal interactions into actionable self-understanding.
Transparent Maturity
We are committed to scientific honesty. NDMS is an ambitious, patent-backed neurotechnology platform in development, built on rigorous technical foundations.
Application PCT/IB2025/060348 has proceeded through the WIPO PCT process with completed International Searching Authority (ISA) review. (Note: A patent application is not a granted patent or regulatory approval).
Review Patent StatusAlgorithmic specifications for synchronized facial feature extraction, voice prosody analysis, quality-conditioned dynamic gating, and temporal fusion are mature conceptually and structurally defined.
See System ArchitectureThe public website is live; the complete working software prototype and dedicated NDMS validation dataset are under active development. An emotion-detection model was run separately (preprint upcoming), but is distinct from full masking validation.
View 12-Month MilestonesEmpirical validation studies are planned before launching public beta trials. Clinical and commercial partner conversations are active at early collaboration stages.
Read Validation ProgramConcrete Deliverables
NDMS translates continuous audio-visual streams into clear, interpretable, user-controlled feedback signals.
Core Production Modalities
The production runtime relies purely on standard camera and microphone feeds. No specialized hardware is required for end users.
Defensibility Summary
NDMS combines patent-backed IP, proprietary multimodal data, EEG teacher distillation, and longitudinal personalization into a defensible neurotech platform.
Covering dynamic quality gating, temporal cross-modal alignment, and calibrated masking formulations (PCT/IB2025/060348), paired with EEG teacher-student knowledge distillation.
Explore IP & Distillation DetailsProprietary neurodivergent audio-visual dataset combined with longitudinal within-person baselines that adapt to individual communication styles over time.
Explore Platform & Data MoatMulti-Stakeholder Impact
"Helps me understand when social masking is becoming emotionally costly, while keeping my raw video and audio strictly under my control."
"Translates affective science and cross-modal discordance into a rigorous, testable system with EEG physiological validation."
"An emerging support tool providing structured session insights without replacing clinical judgment or forcing automated labels."
"A patent-backed company in formation with a clear path from prototype to SaaS/API licensing and future SaMD medical pathways."