Predict
The Problem
More eye trackers are integrated into devices than ever before.
To date, their impact has been limited because device manufacturers and application developers lack access to eye-tracking data and validated AI/ML models and solutions that are required to offer significant value to their product and users.
Our Solution
HarmonEyes AI-powered eye-tracking solutions enable our customers to identify and predict the state of their users –
enabling their applications to take immediate actions to improve user experiences and performance.
How It Works
- SDK requires low compute and power consumption
- SDK has no cloud processing – it’s deployed “at the edge” (locally on the device)
- SDK does continuous processing of the AI/ML models
- Solve real problems, improve user experience & engagement, enhance interactivity, scale growth
Examples of HarmonEyes Predict solutions
HarmonEyes has dozens of Predict solutions at or near full development – search solutions here.
Comfort & Endurance
- Individualized synchronization with the environment
- Measure user change over time
- Motion Sickness
- Fatigue
- V/A Conflict
- Balance
- Contrast Sensitivity
- Click For More
Attention & Control
- Gaze control to effect user interaction with the environment
- Targeting
- Focus
- Anticipation
- Reaction Time
- Decision Making
- Click For More
Performance & Training
- Measure a user’s success during a task
- Enhancing a user’s ability during a task
- Resilience
- Readiness
- Reading
- Cognitive Load
- Situational Awareness
- Click For More
Health & Vision
- Understand a user’s clinical health & vision status
- Drowsiness
- Anxiety
- Impairment
- Headache
- Nystagmus
- Binocularity
- Convergence Insufficiency
- Strabismus
- Click For More
*All solutions measured with eye-tracking signal only – no other sensors required
Example use cases based on real-time changes in a user’s physiology, attention and perception.
Gaming
Open up new possibilities for interaction, immersion and personalization for gaming experiences
- Adaptive gaming based on individual user state in real-time to maximize player comfort, endurance and performance
- Dynamic visual effects based on where the player is looking create more immersive and interactive gaming environments.
Training
Understand and optimize the learning process and deliver a more comprehensive assessment of performance
- Adaptive training based on attention enables creation of more realistic and effective training experiences
- Identify performance strengths and weaknesses and improve simulations to improve skill acquisition and decision making
- Real-time feedback based on user’s gaze helps trainees improve targeting, focus, situational awareness, decision making and outcomes
- Visual search confirmation assures users look at the right place at the right time
Driver and Pilot Monitoring
Create safer driving/flying environments by proactively addressing issues and form a crucial component of autonomous vehicles
- Monitor driver/pilot drowsiness and attention to improve safety
- Real-time responsiveness to fatigue, distraction, inattention and impairment enables corrective actions
- Visual search confirmation assures drivers/pilots look at the right place at the right time
Reading and Learning
Revolutionize education by providing personalized, adaptive and more engaging learning experiences
- Reading co-pilot responds to reading patterns in real-time and delivers corrective action improving processing, comprehension and learning
- Reading assessments monitor students’ reading skills over time enabling tailored individual learning experiences
- Measure student interaction and engagement during lectures or lessons and customize learning materials
Industrial Metaverse
Enhance user experiences and optimizing various industrial processes
- Hands free control of devices or machinery in virtual environments with integrated gaze control
- Industrial product prototyping by assessing how users interact with virtual prototypes
- Improve safety measures and performance outcomes by monitoring fatigue, distraction, cognitive load, impairment, focus and attention in critical environments
- Visual collaboration in virtual spaces using eye movements to improve the sense of presence and natural communication
Preparedness
Proactively address readiness, contributing to a safer and more productive work environment
- Detect issues that may impact readiness and may contribute to a safety risk, mitigating errors
- Preparedness assessments analyzes how individuals process critical information under stress
Drug Development / Pharma
Enhance the overall effectiveness and safety of the drug development process with clinical biomarkers
- Better participant recruitment in clinical trials improves outcomes and support of regulatory approval of a disease modifying therapy
- Measure patient changes from delivery of therapeutics for evidence of exposure to (or effect of) a medical product
- Remote assessment for participation in clinical trials through using eye-tracking for more flexible participant feedback.
Health & Vision
Improve diagnostics and patient care with objective eye movement behavior assessments
- Clinical diagnostic products for health and vision issues with specific “ocular signature” biomarkers
- Remote patient monitoring implements eye-tracking in telehealth applications to gain insights into patients and engagement during virtual consultations.
- Symptom tracking helps in early detection of clinical issues, contributing to better mobile health monitoring
Research
Gain advantage for diverse research and advance research across various disciplines
- Leverage existing eye-tracking AI/ML models and eliminate the need to conduct expensive and time-consuming data collection and model development
- Conduct consumer behavior studies to understand how consumers interact with apps, websites and advertisements and improve outcomes
- Behavioral and cognitive studies provide deeper insights into human perception and interaction
Learn more about the scientific process of each HarmonEyes’ Predict solutions