HarmonEyes
HarmonEyes is an AI software company (division of RightEye, LLC) that builds Theia, a universal eye-tracking SDK predicting cognitive, emotional, and physical states from eye movements on any camera-based device, serving automotive, aerospace, healthcare, XR, and motorsports customers.
- Company typePrivate
- Founded2012
- HeadquartersBethesda, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What HarmonEyes does
HarmonEyes is a Bethesda, Maryland-based AI software company (operating as a division of RightEye, LLC) that builds an AI-powered eye-tracking platform for predicting human cognitive, emotional, and physical states from eye movements alone. The company's flagship product, Theia, is a universal software development kit that deploys proprietary machine-learning models on any camera-equipped device at the edge, without requiring specialized hardware or cloud connectivity. A core component called the Automated Conversion Engine (ACE) normalizes eye-tracking data across heterogeneous hardware vendors, eliminating per-device revalidation. HarmonEyes monetizes its models through SDK and solution licensing, plus dataset licensing of its proprietary 15+ million-record eye-tracking database, with quote-based enterprise pricing and a two-week free trial.
The platform serves a deliberately diversified set of verticals: automotive (driver monitoring via the SDVerse marketplace), aerospace (H-SMART with NASA-funded TRISH for astronaut readiness), motorsports (Formula Medicine for Formula 1 training), healthcare (HarmonEyes Focus for ADHD treatment monitoring, via the iFocus Health acquisition), extended reality (Cognitive3D integration for XR training analytics), and research (MIT, Stanford, Duke). Named technology partners include Meta, Qualcomm, Unity, Booz Allen Hamilton, and the US Department of Defense.
Revenue is not publicly disclosed; the firm operates with 1-10 employees and no disclosed external funding, suggesting an early-commercial-stage business leaning heavily on partnership-driven distribution. The company holds 23 issued patents and cites 60+ years of combined team expertise, signaling a research-grade technology position, though commercial scale remains nascent.
HarmonEyes firmographics
Firmographics- Name
- HarmonEyes
- Legal name
- RightEye, LLC
- Website
- https://harmoneyes.com
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- HarmonEyes is an AI software company (division of RightEye, LLC) that builds Theia, a universal eye-tracking SDK predicting cognitive, emotional, and physical states from eye movements on any camera-based device, serving automotive, aerospace, healthcare, XR, and motorsports customers.
- Ownership category
- akta.pro rank
HarmonEyes industry classification
Industry- Product category
- AI Eye-Tracking Software
- NAICS
- Computer Systems Design and Related Services (54151), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Measuring & Controlling Devices, Nec (3829)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industries
- Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE), Video Telematics & AI Dashcams (TLAEANAA), AI/Analytics Video Surveillance (Detection, LPR, People Counting) (HSAHACAF)
Keywords
Where HarmonEyes is headquartered
LocationHeadquarters
- HQ city
- Bethesda
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
HarmonEyes business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- SDK Licensing: Licensing of Theia SDK to app developers, hardware OEMs, researchers, and academic institutions. SDK is available for Python and Unity with support for multiple eye-tracking hardware platforms.
- Solution Licensing: Licensing of pre-built predictive models (Mental Workload, Fatigue, Mental Readiness, Attention, Motion Sickness, Clinical Biomarkers, Reading, Biometric ID) to enterprises and organizations.
- Dataset Licensing: Licensing of proprietary eye tracking dataset and data analytics platform to organizations needing training data for their own AI/ML model development.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Two-week free trial for Theia SDK |
| Subscription | Annual | Enterprise SDK licensing - contact sales for quote |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels8 records
HarmonEyes product offering
Product offeringCore offering
HarmonEyes develops and licenses Theia, an AI-powered eye-tracking software development kit (SDK) that runs on any camera-based device at-the-edge to predict a person's cognitive, emotional, and physical states (mental workload, fatigue, attention, mental readiness, motion sickness) from eye movements alone. The platform is backed by a proprietary dataset of 15+ million validated eye-tracking records and serves automotive, aerospace, healthcare, XR, gaming, and elite sports markets through SDK licensing and partnerships.
Product overview
HarmonEyes is the world's only AI-powered eye-tracking platform that identifies and predicts a person's cognitive, emotional, and physical state based on eye movements alone. The platform is built around Theia, a universal software development kit (SDK) that enables AI-powered eye-tracking models to run on any camera-based device (phones, tablets, computers, XR headsets, smart glasses, automobiles, aircraft) at-the-edge with no cloud connectivity. Theia is supported by the Automated Conversion Engine (ACE) for universal device interoperability. HarmonEyes offers a suite of licensable marketplace solutions including Mental Workload, Fatigue, Mental Readiness, Attention, Motion Sickness, Reading, Biometric ID, and Clinical Biomarkers. The platform was extended through the acquisition of iFocus Health (now HarmonEyes Focus) for ADHD treatment monitoring, and the H-SMART system for astronaut readiness monitoring developed with NASA-funded TRISH. Development is supported via Python and Unity SDKs, and HarmonEyes' proprietary dataset of 15+ million eye-tracking records is available for licensing.
Differentiator
Problem solved
Functional benefit
Brands
- HarmonEyes Focus: Eye-tracking-based ADHD medication management tool that objectively assesses patient response to medication by tracking subtle changes in eye movement during everyday activities like reading. Formerly iFocus Health, acquired December 2025.
- Theia
- H-SMART
Products and services
- Theia SDK Universal software development kit enabling AI-powered eye-tracking models to run on any camera-based device (phones, laptops, XR headsets, smart glasses, automobiles, aircraft). Operates at-the-edge with low power/compute requirements and no cloud connectivity needed.
- H-SMART (Human State Monitoring and Readiness Tool) Eye-tracking solution system designed to measure and predict cognitive load and fatigue before they become behavioral safety risks. Deployed with NASA-funded TRISH for astronaut readiness and high-performance personnel applications.
- HarmonEyes Focus Eye-tracking-based ADHD medication management tool that tracks subtle changes in eye movement during everyday activities like reading to objectively assess patient response to medication for clinicians.
- Python SDK Python SDK with install, getting started, and documentation guides for integrating HarmonEyes eye-tracking models into Python-based applications. Includes Pupil Labs Neon streaming and batch examples.
- Unity SDK Unity game engine SDK with platform-specific sample implementations for Meta Quest Pro and HTC Vive Focus Vision. Includes eye-tracking collector scripts and API reference documentation for XR and game development.
- HarmonEyes Dataset Licensable proprietary dataset of 15+ million eye-tracking records with demographic tags (age, sex, handedness, ethnicity), clinical conditions, and contextual information, available for third parties to train their own AI/ML models.
Quantifiable outcome
- 90% reduction in integration time and costs through Theia SDK
- +3 more outcomes
Companies that use HarmonEyes
Customer profileNamed customers11 records
Segments9 records
Ideal customer profiles6 records
HarmonEyes technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability6 records
Feature10 records
HarmonEyes partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core.
- Cognitive3DcoreSpatial analytics platform partnership integrating HarmonEyes' Theia eye-tracking AI models (Mental Workload, Fatigue, Mental Readiness, Attention) into Cognitive3D's XR session analytics. Provides real-time cognitive performance intelligence alongside behavioral data for training, simulation, and research applications.
- iFocus HealthcoreAcquisition of iFocus Health, a provider of eye-tracking-based ADHD treatment monitoring technology. The acquisition adds clinically validated ADHD medication management capabilities to HarmonEyes' platform, now rebranded as HarmonEyes Focus. Addresses the lack of reliable biomarkers for ADHD treatment efficacy.
- SDVersecoreAutomotive industry's first B2B marketplace for software-defined vehicles. HarmonEyes listed on SDVerse enabling OEMs and Tier-1 suppliers to integrate predictive driver monitoring and cognitive state detection capabilities into next-generation vehicle architectures. Backed by GM, Magna, and Wipro.
- TRISH (Translational Research Institute for Space Health)coreNASA-funded research consortium partnered with HarmonEyes to deploy H-SMART eye-tracking technology for measuring and predicting astronaut cognitive load and fatigue. Testing begins at Australian Antarctic Program stations as preparation for deep space missions. The partnership aims to validate technology in extreme environments before deployment on future Moon and Mars missions.
- Formula MedicinecoreLeading global athletic training organization partnered with HarmonEyes to integrate Theia SDK with driving simulators for Formula 1 driver training. The partnership measures cognitive load and fatigue during realistic racing scenarios to optimize training protocols and maintain cognitive reserve in elite drivers facing up to 5G forces.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
HarmonEyes competitors and assessment
Company assessmentBroad incumbents
- Qualcomm: Qualcomm is a current HarmonEyes integration partner for eye-tracking in mobile and edge devices, but also has the resources to build competing on-device cognitive state inference as part of its Snapdragon platform. Represents both a partner and a platform risk.
- Apple: Apple has integrated eye-tracking capabilities into Vision Pro and is investing heavily in on-device AI and privacy-preserving inference. Represents a broad incumbent threat — Apple could integrate HarmonEyes' target capabilities natively into its devices and platform.
Direct peers
- Smart Eye: Smart Eye is a leading supplier of driver monitoring systems (DMS) for the automotive industry, with established Tier-1 and OEM relationships. Direct competitor in HarmonEyes' primary automotive vertical and also provides eye-tracking AI for aerospace and research.
- Seeing Machines: Seeing Machines specializes in AI-powered driver monitoring and intervention technology with major OEM contracts (e.g., GM, Ford, BMW). Directly competes with HarmonEyes' automotive DMS offering and represents the dominant incumbent in fleet and OEM DMS deployments.
- Cipia: Cipia (formerly Eyesight Technologies) provides in-cabin AI sensing solutions including driver and occupancy monitoring for automotive OEMs. Direct competitor in HarmonEyes' primary automotive vertical, particularly for next-generation software-defined vehicle platforms.
- iMotions: iMotions provides a biosensor research platform integrating eye-tracking, EEG, GSR, and facial expression analysis. Direct competitor in cognitive state and human behavior research markets where HarmonEyes positions its Mental Workload and Fatigue models.
- Pupil Labs: Pupil Labs manufactures high-end eye-tracking hardware and software (Pupil Neon), which HarmonEyes' SDK explicitly supports. Direct competitor in eye-tracking technology with strong research market presence and complementary hardware-software integration.
- Tobii: Tobii is the global leader in eye-tracking technology with hardware, research, and consumer applications. Directly comparable as both companies develop eye-tracking software and target automotive, healthcare, and XR verticals, though Tobii also sells its own hardware.
Emerging players
- Affectiva (Smart Eye): Affectiva (now a Smart Eye company) develops emotion-recognition AI from facial and eye movements. Comparable to HarmonEyes' cognitive and emotional state detection capabilities, though primarily focused on facial rather than pure eye-movement analysis.
- Xperi (AeyeQ): Xperi's AeyeQ division develops in-cabin sensing AI for automotive, including DMS and occupant monitoring. Comparable to HarmonEyes' automotive driver monitoring focus with a different go-to-market via Xperi's IP licensing business.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks7 records
Key highlights7 records
Customer concentration
HarmonEyes social profiles
Digital presenceHarmonEyes compliance and trust
Trust signalCompliance1 record
HarmonEyes financial estimates
Financial estimateRevenue estimate
Valuation estimate
HarmonEyes leadership team
Management profileNumber of profiles
Profiles6 records
HarmonEyes subsidiaries and ownership
Company hierarchySubsidiaries1 record
HarmonEyes funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
HarmonEyes M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about HarmonEyes
What does HarmonEyes do?
HarmonEyes develops and licenses Theia, an AI-powered eye-tracking software development kit (SDK) that runs on any camera-based device at-the-edge to predict a person's cognitive, emotional, and physical states (mental workload, fatigue, attention, mental readiness, motion sickness) from eye movements alone. The platform is backed by a proprietary dataset of 15+ million validated eye-tracking records and serves automotive, aerospace, healthcare, XR, gaming, and elite sports markets through SDK licensing and partnerships.
Is HarmonEyes a public or private company?
HarmonEyes is a private company. It is classified as corporate owned and is currently operating.
When was HarmonEyes founded?
HarmonEyes was founded in 2012. It employs 1 to 10 people.
Where is HarmonEyes based?
HarmonEyes is headquartered in Bethesda, United States, in the North America region.
How does HarmonEyes make money?
Three revenue lines are on record. SDK Licensing is the primary driver. The others are solution Licensing and dataset Licensing.
Who are HarmonEyes's main competitors?
Broad incumbents on record are Qualcomm and Apple. Direct peers are Smart Eye, Seeing Machines, Cipia, iMotions, Pupil Labs and Tobii. Emerging players are Affectiva (Smart Eye) and Xperi (AeyeQ).
Does HarmonEyes have an API?
Yes. HarmonEyes provides Theia, a licensable SDK available via API for modification of output. The SDK exposes four metrics derived from eye-tracking: Mental Workload, Fatigue, Attention, and Mental Readiness. A license key is required to use the HarmonEyes SDK (contact [email protected]). The SDK operates at-the-edge with no cloud connectivity, delivering real-time analysis with minimal compute and battery drain. Documentation is available at harmoneyes.com/developers/. Developer documentation is at harmoneyes.com/developers.
What industry is HarmonEyes in?
HarmonEyes's product category is AI Eye-Tracking Software. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAAAJAE, Real-Time Vision at the Edge (on-device CV/video). Its NAICS code is 54151 and its SIC code is 7370.