What ACE Lab TAMU does

The Applied Cognitive Ergonomics Lab (ACE Lab) is a multidisciplinary research laboratory within the Department of Industrial and Systems Engineering at Texas A&M University, founded around 2015–2016 and led by Director Dr. Farzan Sasangohar. The lab applies Human-Systems Engineering methods to ensure human cognitive and physical capabilities and limitations are accounted for in the design of healthcare, aviation, ground transportation, military, and process control systems. It conducts both high-fidelity simulation studies (notably in the purpose-built C4 Testbed for unmanned aerial vehicle command-and-control) and naturalistic field research in operational environments such as ICU wards, hospital nursing commutes, offshore oil platforms in the Gulf of Mexico, and veterans' daily life.

Core technology centers on wearable physiological sensing (smartwatches, Actigraph Link, Biopac sensors, HeartMath emWave Pro), eye-tracking (Tobii Pro Glasses 2), instrumented observation facilities with PTZ cameras and one-way mirror rooms, and machine learning models for predictive analytics (PTSD hyperarousal, hypoglycemia, drowsy driving, offshore fatigue forecasting), anomaly detection, and natural language processing of procedural documentation. The lab operates a portfolio of named research systems — including mHELP (mental health mobile app), C4-DST (UAV decision-support testbed), D3N2 (drowsy-driving detection for night-shift nurses), HypoglycemiaMonitor (wearable tremor sensor), Biofeedback Program (PTSD), TAT (ICU interruption mitigation), EYE-C-U (ICU clinician stress), HyperCoach (telehealth coaching), EMPOWER (offshore workforce dashboard), and SOS (opioid-withdrawal monitoring) — and has produced 110+ peer-reviewed journal articles, 93+ conference proceedings, and a filed PCT patent for anxiety detection technology.

ACE Lab does not sell products or services commercially. Its operations are funded entirely through research grants and institutional partnerships, with the NSF PATHS-UP Engineering Research Center (established 2017) as the flagship anchor. Other major sponsors include Houston Methodist Hospital, Veterans Affairs, Texas Children's Hospital, National Safety Council, Air Force Research Laboratory, Qatar National Research Foundation, the Kleberg Foundation, the National Academy of Sciences/Engineering/Medicine, and an industry consortium spanning ATR Aircraft, Chevron, NOVA Chemicals, Huntsman, ExxonMobil, and NASA. Research dissemination is channeled through academic conferences (HFES, IISE), peer-reviewed publications, and direct collaboration with partner organizations, rather than through conventional go-to-market or pricing models.

Name

ACE Lab TAMU

Legal name

Applied Cognitive Ergonomics Lab

Website

https://acelab.tamu.edu

Company type

Private

Founded year

2016

Operating status

Operating

Short description

The Applied Cognitive Ergonomics Lab (ACE Lab) is a multidisciplinary research lab at Texas A&M University that applies human-systems engineering, wearable physiological sensing, eye-tracking, and machine learning to improve human performance in healthcare, aviation, military, and process control systems, funded through federal and industry research grants.

Ownership category

akta.pro rank

Product category

Academic Research Services in Human Factors Engineering

NAICS

Testing Laboratories and Services (54138)

SIC

Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

Central Laboratory & Clinical Trial Testing CROs (HLAGAAAE)

Keywords

• Human factors engineering
• Cognitive ergonomics research
• Wearable health monitoring
• Human-systems integration
• Applied research laboratory

Headquarters

HQ city

College Station

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales

Revenue model

1. NSF Research Grants: National Science Foundation funding including PATHS-UP Engineering Research Center (ERC) established 2017, and various individual research grants
2. Healthcare System Partnerships: Collaborative research with Houston Methodist Hospital, VA, and other healthcare institutions providing research funding and access
3. Foundation Grants: Funding from Kleberg Foundation, Qatar National Research Foundation (QNRF), National Academy of Sciences, Engineering, and Medicine
4. Industry Partnerships: Collaborations with ATR Aircraft, Chevron, NOVA Chemicals, Huntsman, ExxonMobil, NASA through the NGAP project

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

Core offering

ACE Lab TAMU is a multidisciplinary academic research laboratory that applies Human-Systems Engineering methods to design, develop, and test complex human-systems in healthcare, aviation, ground transportation, military, and process control domains. The lab's outputs are research projects, prototypes, and methodologies (such as the mHELP mobile app, C4-DST simulation testbed, wearable sensing systems, and machine learning models) developed through grant-funded collaboration with healthcare, industry, and government partners, rather than commercial products sold to customers.

Product overview

ACE Lab TAMU is a university research laboratory (Applied Cognitive Ergonomics Lab) within Texas A&M University's Department of Industrial and Systems Engineering. It is not a commercial product company but rather an academic research facility focused on human-systems engineering. The lab conducts applied research across multiple domains including healthcare, aviation, ground transportation, military, and process control systems. The lab's 'products' consist primarily of research projects, methodologies, and tools developed for academic investigation rather than commercial deployment. Key research initiatives include mHELP (a mental health monitoring mobile application), the C4-DST simulation testbed, D3N2 drowsy driving detection system, HypoglycemiaMonitor wearable technology, Biofeedback Program for PTSD, and the TAT interruption mitigation tool. The lab also operates specialized research facilities including an observation lab and maintains equipment for eye-tracking, physiological monitoring, and virtual/augmented reality research.

Differentiator

Problem solved

Functional benefit

Brands

• mHELP: Mental Health Evaluation and Lookout Program - mobile health application for college students to monitor and detect changes in mental health states with proactive counseling access.
• HyperCoach
• D3N2
• HypoglycemiaMonitor
• Biofeedback Program
• EYE-C-U

Products and services

• mHELP (Mental Health Evaluation and Lookout Program) Remote monitoring system that leverages mobile health capabilities and machine learning to monitor and detect changes in mental health states of college students, providing proactive and on-demand access to virtual and in-person counseling; designed for college students and mental health researchers.
• C4-DST (Command, Control, Communications, and Computers Decision Support Tools) High-fidelity simulation testbed for supervisory command and control of unmanned aerial vehicles, used to investigate integrated decision support tools including remote health monitoring and remote personnel performance for improved tactical decision making; designed for military and aerospace researchers.
• D3N2 (Detection of Drowsy Driving among Night-shift Nurses) Naturalistic driving research system using a user-centered approach to develop educational and technological interventions to detect, mitigate, and prevent drowsy driving among shift work nurses; designed for hospital nursing leadership and road safety researchers.
• HypoglycemiaMonitor Secure, non-invasive wearable proactive technology that detects early onsets of hypoglycemic tremors through hand tremor analysis; designed for diabetes patients and clinical researchers.
• Biofeedback Program Sensor-based mental state monitoring system for veterans providing evidence-based care options and helping veterans communicate key mental state changes to therapists; designed for veterans with PTSD and healthcare providers.
• TAT (Task-severity Awareness Tool) Interruption mitigation technology designed to reduce unnecessary or inopportune interruptions in ICU settings, with TAT 2.0 featuring an LED-based display covering the ICU door frame for visibility and attention-directing; designed for ICU clinical staff and hospital administrators.
• Performance/Behavior Observation Lab In-lab experimental space and observation facility with wall- and ceiling-mounted PTZ cameras, hospital-grade equipment, one-way mirror observation room, two-way audio communication, and compliant recording capability; designed for human factors researchers and clinical research participants.
• HyperCoach (Telehealth with Health Coaching) Research project investigating ways to enable elderly to live at home safely using telehealth technology combined with health coaching, assessing health monitoring needs and potential benefits of remote health coaching; designed for seniors living independently and telehealth researchers.
• EMPOWER Dashboard Dashboard designed to provide offshore supervisors with workforce physiological readiness (fatigue) and psychological safety culture data, enabling informed decisions about staffing, task delegation, and pace of work; designed for offshore industry supervisors and safety managers.
• SOS (Continuous Monitoring System for Opioid-Withdrawal Symptoms) Continuous monitoring system using wearable smart sensing technology to assess and proactively warn clinicians about patient withdrawal status, identifying withdrawal markers before acute symptomatic episodes; designed for addiction medicine clinicians and patients in opioid withdrawal.
• EYE-C-U (EYE-tracking and Remote Sensing to Observe Intensive Care Unit Burnout) Smart and connected system to identify and mitigate high workload and stress among ICU clinicians using eye-tracking and physiological monitoring devices to detect periods of high stress; designed for ICU clinicians and hospital leadership.

Quantifiable outcome

• Naturalistic driving study with 80 night-shift nurses at Houston Methodist Hospital
• +2 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature6 records

Partnerships

Ten partnerships are on record, tiered core and minor.

• Houston Methodist HospitalcoreStrategic or Co-development PartnerCollaborative research partner for ICU burnout studies (EYE-C-U), drowsy driving research (D3N2), telehealth integration, and stress monitoring projects involving over 80 night-shift nurses
• Texas A&M Engineering Experiment Station (TEES)coreStrategic or Co-development PartnerInstitutional research partner providing infrastructure and administrative support for multiple projects including biofeedback programs and ICU research
• National Safety CouncilcoreStrategic or Co-development PartnerSponsor of drowsy driving research (D3N2) through Road to Zero Safe Systems Innovation Grant for detection and prevention of drowsy driving among shift workers
• Project HEROminorStrategic or Co-development PartnerSponsor of biofeedback research on stress response and heart rate variability among student veterans
• Veterans Affairs (VA)coreStrategic or Co-development PartnerResearch partner for PTSD monitoring and mental health technology development for veterans including biofeedback programs
• Mary Kay O'Connor Process Safety CentercoreStrategic or Co-development PartnerResearch partner for resilience of incident management teams (RIMT) and incident management research following Hurricane Harvey
• ATR Aircraft, Chevron, NOVA Chemicals, Huntsman, ExxonMobil, NASAcoreStrategic or Co-development PartnerIndustry consortium partners for Next Generation Advanced Procedures (NGAP) project investigating procedural systems and human performance in high-risk complex sociotechnical systems
• National Academy of Sciences, Engineering, and MedicinecoreStrategic or Co-development PartnerPartner for EMPOWER project on offshore worker engagement and readiness assessment
• Wake Forest UniversityminorStrategic or Co-development PartnerAcademic partner for SU2C breast cancer outcome disparities research addressing racial disparities in cancer mortality
• Air Force Research Laboratory (AFRL)minorStrategic or Co-development PartnerGovernment research partner for human factors engineering research

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• MIT Humans and Automation Lab: Academic human-factors research lab at MIT studying human interaction with complex automated systems (aviation, healthcare, process control). Highly comparable to ACE Lab in domain coverage, methods, and publication profile.
• University of Toronto — Human Factors & Applied Statistics Lab: Academic HF research group at the Director's alma mater with overlapping interests in transportation safety, cognitive engineering, and healthcare human factors. Directly comparable in academic positioning and methodological approach.
• Georgia Tech Cognitive Engineering Center: Multi-faculty human-factors and cognitive engineering research center covering aviation, healthcare, and transportation systems. Operates at comparable scale and competes for similar NSF and industry funding programs.
• Purdue University Industrial Engineering Human Factors Lab: Established academic HF research group within Purdue's industrial engineering school. Comparable in healthcare, transportation, and process-control domains and competes for similar federal and industry grants.
• University of Wisconsin-Madison Industrial & Systems Engineering Human Factors Lab: Academic HF research group with a long publication history in cognitive ergonomics, healthcare systems, and transportation. Comparable in size, structure, and funding model to ACE Lab.
• Carnegie Mellon University Human-Computer Interaction Institute: Multidisciplinary institute studying human interaction with technology, including health IT, AI-assisted decision-making, and wearable sensing. Overlaps with ACE Lab's wearable-sensing and digital-health research themes.
• Stanford University Human Factors & Ergonomics Lab: Academic HF lab in Stanford's Department of Management Science & Engineering with overlapping interests in healthcare human factors, wearable sensing, and aviation. Direct comparable in academic positioning and federal funding profile.

Broad incumbents

• Mayo Clinic Kern Center for the Science of Healthcare Delivery: Larger embedded healthcare-delivery research organization with applied human-factors and burnout/quality-improvement studies. Comparable in healthcare human-factors focus but operates inside a clinical system with broader institutional resources.
• NASA Ames Research Center — Human Systems Integration Division: Federal human-factors research division with deep aviation/command-and-control expertise overlapping ACE Lab's C4-DST research. A substantially larger, government-funded peer with comparable domain and methodology.
• Johns Hopkins Applied Physics Laboratory — Human Factors: Large DoD-affiliated research organization conducting human-systems engineering for defense and healthcare. Comparable in C2/supervisory-control and human-performance research at a much larger scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xtwitter.com/ACELAB_TAMU
• Facebookfacebook.com/ACELabTAMU
• LinkedInlinkedin.com/school/ace-lab-tamu

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about ACE Lab TAMU