Technical Foundation

The Unified Measurement Platform

Enterprise infrastructure for multimodal cognitive measurement with real-time harmonization, clinical validation, and HIPAA-compliant deployment.

Four-Layer Architecture

Enterprise-grade measurement framework built for scale, security, and clinical validity

1

Multimodal Data Collection

Video, speech, and validated clinical assessments integrated into a single measurement engine with consumer-grade hardware.

2

Harmonization Engine

Unified data format across modalities and populations, enabling direct comparison across demographics and conditions.

3

Clinical Analysis & Endpoints

Validated algorithms for continuous outcome measurement, treatment response detection, and early warning signals.

4

Clinical Integration & Deployment

HIPAA-compliant deployment in healthcare systems, EHR integration, audit trails, and role-based access control.

Three Integrated Modalities

Video, speech, and validated clinical assessments synthesized into a single measurement framework

Video Analysis

Facial behavior, gaze patterns, head movement, and nonverbal communication analysis using computer vision.

  • ·Facial action units
  • ·Gaze tracking
  • ·Head pose estimation
  • ·Attention modeling

Speech Analytics

Prosody, acoustic features, semantic content, and speech rhythm analysis for communication assessment.

  • ·Prosody analysis
  • ·Speech rate & fluency
  • ·Acoustic features
  • ·Semantic coherence

Clinical Assessments

Validated cognitive tests and behavioral instruments administered through the platform interface.

  • ·Standardized batteries
  • ·Adaptive testing
  • ·Performance tracking
  • ·Normative comparison

Harmonization Engine

Real-time alignment and normalization across all modalities and populations

Unified Data Model

All modalities mapped to a single cognitive construct framework, enabling cross-modal analysis and direct comparison.

Temporal Alignment

Precise timestamp synchronization across modalities ensures accurate multimodal feature correlation.

Cross-Population Normalization

Population-specific normative baselines for age, demographics, and clinical status enable fair comparisons.

Real-Time Harmonization

Data processed and harmonized at collection time, enabling low-latency clinical feedback and decision support.

Security & Compliance

Enterprise-grade infrastructure for protected health information with full audit trails

HIPAA Compliant

End-to-end encryption, access controls, and audit logging for all patient data and research records.

Data Governance

IRB-aligned data handling, consent management, and granular permissions for research and clinical use.

FDA-Validated

Digital health validation pathway for clinical decision support and therapeutic monitoring applications.

Real-Time Monitoring

Active threat detection, automated backups, and disaster recovery for continuous service availability.

Ready to deploy continuous cognitive measurement?