Human-Centered AI for Health

Where the body
speaks,
AI listens.

NeumaResearch builds AI systems that measure breathing, analyze movement, and support behavioral health — grounded in neuroscience, designed for the practitioners who care for people.


Physiology carries signals most tools miss.

Breathing patterns, movement quality, and behavioral data encode meaningful information about stress, recovery, and health — yet most healthcare and wellness systems lack the infrastructure to capture, interpret, or act on these signals in real time.

We are building that infrastructure — starting with the body's most fundamental signals, and putting interpretable AI in the hands of the humans who can use it best.

3
Core signal domains: breathing, movement, behavior
Real-time
Physiological measurement via standard earbuds and smartphone cameras
XAI
Explainable AI architecture built for clinical transparency and regulatory alignment

Built on real signal,
not approximation.

Each capability is grounded in peer-reviewed science, validated in real-world environments, and designed to integrate with existing practitioner workflows — not disrupt them.

Voice-Based Breathing Analysis

We measure respiratory patterns in real time using standard earbud microphones and smartphone sensors — no wearable hardware required. Our platform detects breathing rate, visualizes waveforms, and supports guided biofeedback and regulation protocols.

Real-time detection Biofeedback Noise-gating Baseline adaptation

AI Movement & Posture Coaching

Camera-based skeletal tracking analyzes movement quality, posture, and exercise form in real time. The system counts reps, scores movement, provides voice-guided coaching, and synchronizes movement data with breathing signals for integrated physiological feedback.

Skeletal tracking Rep scoring Voice coaching Breath sync

Behavioral AI & Documentation

AI-assisted pattern recognition, session summaries, and longitudinal tracking reduce administrative burden for practitioners. Our behavioral AI layer is designed to support psychologists, counselors, and clinical teams — preserving time for human judgment where it matters most.

Session summaries Pattern tracking Clinical support

AI that augments
human expertise.

Technology should reduce cognitive load, not add to it. Every system we build is designed to make the practitioner more capable — not to position AI as a replacement for clinical judgment, therapeutic relationship, or human care.

01

Practitioners at the Center

Our systems handle measurement, pattern visualization, documentation, and between-session continuity. Interpretation, judgment, and care remain with the human expert.

02

Grounded in Behavioral Science

NeumaResearch integrates expertise in cognitive neuroscience, stress physiology, emotional regulation, and movement science. The science informs every design decision.

03

Built for Real Environments

We design for real-world use — not controlled laboratory settings. Our systems work with standard consumer hardware, in noisy environments, across diverse populations.

04

Transparent by Design

Explainability is not a feature we added. It is an architectural principle — because practitioners and patients deserve to understand why a system says what it says.


Applied across health,
recovery, and wellness.

Our infrastructure spans multiple deployment contexts — from clinical consultation to hospitality wellness to post-surgical rehabilitation monitoring.

Clinical

Behavioral & Mental Health

Supporting psychologists, counselors, and clinical teams with AI-assisted documentation, physiological pattern tracking, and session continuity tools designed to complement — not replace — therapeutic relationships.

Rehabilitation

Post-Surgical Recovery Monitoring

Movement and breathing data tracked across recovery timelines. Our RehabLens concept provides practitioners with objective progress metrics for mobility rehabilitation, reducing the gap between clinic visits.

Pulmonary

Respiratory Health Monitoring

Longitudinal breathing data for pulmonologists and respiratory practitioners. Continuous measurement without dedicated hardware — enabling monitoring in everyday environments, not only clinical ones.

Wellness

Guided Stress Regulation

Breathing-based biofeedback and movement coaching for stress recovery, sleep optimization, and autonomic regulation — designed for wellness practitioners, coaches, and health-forward organizations.

Hospitality

In-Room & Resort Wellness

QR-based AI wellness sessions for hotels, resorts, and recovery retreats. Personalized morning mobility routines, breathing sessions, and movement coaching — accessible without any additional hardware.

Research

Interdisciplinary Collaboration

Our platform supports academic and clinical research across physiological measurement, behavioral science, and human performance. We actively seek partners for joint development and validation.

Healthcare AI you can actually explain.

A clinician should be able to ask why. Our AI architecture is built from the ground up with interpretability as a core design principle — not a post-hoc rationalization.

Our XAI research builds on doctoral-level work in interpretable deep learning — including decomposition of neural networks into transparent linear components — validated across clinical prediction tasks in oncology, cardiology, and metabolic health.

Transparent Reasoning

Models surface the features and patterns that drive their outputs — so practitioners can validate, question, or override AI recommendations.

Clinician Interpretability

Outputs are designed to be legible to non-technical practitioners — not buried in probability scores or opaque confidence intervals.

Regulatory Alignment

Built with future FDA and international regulatory frameworks in mind. Interpretability is increasingly required — not optional — for AI in clinical settings.

Safer Human-AI Collaboration

When AI can explain itself, humans can catch errors. Transparency is a patient safety feature — not just a technical preference.

We work best at the intersection.

NeumaResearch sits at the convergence of neuroscience, behavioral health, AI engineering, and human performance. We are actively seeking partners who share this interdisciplinary orientation.

Whether you are a healthcare system exploring AI infrastructure, a wellness brand building practitioner tools, a research institution seeking validation partners, or an investor aligned with human-centered health technology — we want to hear from you.

Get in Touch
Cognitive NeuroscienceStress, regulation, and behavioral systems
AI EngineeringExplainable and interpretable deep learning
Physiological SensingBreathing, movement, and biosignal analysis
Clinical ResearchValidation across healthcare populations
Wellness & RecoveryHospitality, rehabilitation, performance
Global HealthKorean and international market contexts

Wellness tools that measure,
guide, and adapt.

NeumaResearch is developing practical AI wellness interfaces that translate breathing and movement into real-time feedback. The goal is simple: help people regulate, recover, and move better using familiar devices — no specialized hardware required.

Breathing Intelligence

Real-time respiratory feedback

Our breathing interface captures respiratory rhythm, visualizes waveform quality, and compares each session against a personal baseline to support guided regulation and recovery.

NeumaResearch breathing app measurement screen with respiratory waveform and real-time breathing rate
NeumaResearch breathing app result screen showing average respiratory rate, breath quality, and match rate
RRBreathing rate
WaveformSignal quality
BaselinePersonal feedback
Movement Coaching

Camera-based exercise guidance

Our movement interface analyzes posture, rhythm, and repetition quality through camera-based skeletal tracking, helping users train with clearer feedback and safer form.

NeumaResearch movement coaching app with skeletal tracking during squat exercise
NeumaResearch movement app result screen showing squat performance summary
PoseSkeletal tracking
CountRepetition logic
RhythmMovement quality
01

Measure

Capture breathing, posture, motion, and session signals through standard consumer devices.

02

Interpret

Convert noisy real-world signals into understandable feedback, trends, and personal baselines.

03

Guide

Support breathing regulation, movement coaching, recovery routines, and wellness programs.

Built with research, clinical,
and international partners.

NeumaResearch operates across Korea, Vietnam, and the United States — connecting AI engineering, healthcare validation, wellness partnerships, and global market development.

Korea · Hongik University

Biohealth research and startup infrastructure

Our Korea-side foundation connects biohealth convergence research, design-tech incubation, and AI wellness product development.

  • Biohealth COSS Research CenterJoint work in biosignal analysis, clinical validation, and AI measurement tools.
  • Art & Design-Tech Business Incubation CenterStartup incubation within Hongik University's entrepreneurship ecosystem.
  • HIDE LAB · PlannedInterdisciplinary design research and wellness experience validation.
United States · Jersey City

US operations and behavioral health services

US-side expansion focuses on behavioral health, AI-assisted counseling support, and practitioner-centered service operations.

  • Jersey City, NJUS headquarters and AI counseling operations base.

Industry Membership

NeumaResearch is a member company of Korea's Digital Health Care Association (DHIA), engaging with policy, standards, and cross-sector collaboration in the digital healthcare industry.

The people behind NeumaResearch.

A cross-disciplinary founding team combining global business development, AI engineering, signal processing, and cognitive neuroscience.

Sang Wook Jo

Sang Wook Jo

Founder & CEO
PhD Candidate, Consumer Behavior · Hongik University

NYU Stern · Korea Univ. Global MBA · Citibank NY Corporate Banking & Risk · Kerburn Rose Capital · Direct export channels across the US, Japan, Vietnam, and Hong Kong.

Sun Bae Park, PhD

Sun Bae Park, PhD

CTO · AI & Signal Processing

Hongik Univ. PhD in Engineering (AI) · 10 years and 3 national R&D projects · Core expertise in XAI, feature-space partitioning, signal processing, and interpretable deep learning.

Catherine Cho, PhD

Catherine Cho, PhD

Co-Founder · Behavioral Health & AI Strategy
PhD, Cognitive Neuroscience · Rutgers University

Rutgers Univ. PhD in Psychology & Neuroscience · Korea Univ. MA in Educational Psychology · 14+ years in behavioral science, data analysis, research design, and healthcare solution strategy.

Reach us across three regions.

Contact us for research partnerships, B2B integrations, AI wellness pilots, hospitality collaborations, or investment discussions.

Email

General Inquiry

contact@neumaresearch.com

For research partnerships, B2B integrations, AI wellness pilots, hospitality collaborations, and investment discussions.

United States

Jersey City, NJ

613 Washington Blvd.
Jersey City, NJ 07310

US headquarters · AI counseling operations

Korea

Seoul & Busan

101 Dongmak-ro, Mapo-gu
Seoul, Room #611

85-3 Nakdongbuk-ro 663beon-gil, Buk-gu, Busan
5F, Room 502, Unit A11