2021 Building Emotional Intelligence in AI: Validating Physiological Data for Educational Tools No. of Participants: 239 Subjects (Divided into two stages) ​Nature of Event: Academic Research Study Products Used: Upmood Bands, Upmood Mass Metrics Collected: HRV, Mood (Happiness/Sadness) The Quest for Objective Emotion Recognition This case study focuses on an academic research initiative aiming to advance the development of Artificial Intelligence (AI) tools in the education

2022 Bridging Generations with Data: Measuring the Emotional Impact of Elderly Wellness Programs No. of Participants: 80+ Grandparents and Grandchildren ​Nature of Event: Monthly Programs Products Used: Upmood Mass, Upmood Insight Metrics Collected: Mood, Stress level, HRV, Exertion Lok Sin Tong Leung Kau Kui Primary School (Branch)  is dedicated to fostering a strong sense of community and holistic well-being among its students and their families. To support this mission, th

The Digital Path to Wellness: Quantifying Relaxation with Pre- and Post-Sauna Emotion Data Products Used: Custom Barrel-shaped Upmood Mass, Upmood Insight Metrics Collected: Mood, Stress level, Pure PPI, HRV Taru Sauna Labo is an innovative Japanese sauna facility founded in 2022 that has elevated the traditional sauna experience by integrating cutting-edge wellness technology. Their mission is to provide users with a truly data-driven approach to self-care and emotional wel

May 2024 Measuring the Rhythm: Tracking Real-Time Excitement at an International Drumming Festival No. of Participants: VIP Attendees (135 data sets collected) ​Nature of Event: Event (VIP Rehearsal) Products Used: Upmood Band, Upmood Insight Metrics Collected: Emotion, Stress level, BPM, Valence level, HRV  Hong Kong Macau International Exchange Foundation The Hong Kong Macau International Exchange Foundation (HKMIEF) is a non-profit organization dedicated to fostering cultu

Feb 2022 Beyond the Scoreboard: Measuring Emotional Progress in Youth Sports No. of Participants: 14 SEN Students from Grade 3-6 (age 8-12) ​Nature of Event: On-going partnership Products Used: Upmood Mass, Upmood Insight Metrics Collected: Mood, Stress level, BPM, HRV  The Inclusive Sports Education (ISE) Program  is a group of dedicated Hong Kong sports coaches with a mission to involve underprivileged children, including those with Special Educational Needs (SEN), in organ

The Emotional Blueprint: Analyzing Consumer Mood to Shape a Global PR Narrative No. of Participants: 100+ participants ​Nature of Event: Market Research Study Products Used: Upmood Mesh Network Metrics Collected: Mood, Stress level, BPM, Exertion, Valence level, HRV The Partnership and Its Purpose  A leading global drink and brewing company sought to understand the nuanced emotional impact of different drinking habits. Partnering with a PR firm, they designed a market researc

A special audio and generative visual event using live audience mood data to produce music

2023 Mindful Movement: Enhancing Tai Chi with Emotional Insights ​Nature of Event: Workshop Products Used: Upmood Mass, Upmood Insight ...

Tracked 4 professional League of Legends players to correlate DKA and stress build up

Identified the most emotionally arousing segments of a movie to create short trailers

2020 Responsive Architecture: Furniture that Reflects Human Emotion in Real-Time ​Nature of Event: Event Products Used: Upmood Band,...

2022 Strengthening Couples' Bonds and Communication Through Emotion-Informed Therapy ​Nature of Event: Event/on-going...

September 2021  Unlocking Serenity: Monitoring Emotional Shifts in Breathwork and Yoga for Better Sleep ​Nature of Event: Event Products...

2022  Enhancing Communication and Well-being for SEN Families Through Objective Emotion Monitoring No. of Participants: 4 Families...

May 2023 Teaching Emotional Awareness Through VR Games with Real-Time Data ​Nature of Event: On-going partnership Products Used: Upmood...

2019-present Transforming Fitness: Real-Time Emotion Tracking for Enhanced Well-Being No. of Participants: Varied per class, across 5...

GoalCraft, Cavan Chan, Life Coach Nov. 2022 Sip, Sense, & Understand: Tracking Emotions During Mindful Wine Tasting ​Nature of Event:...

2024 Monitoring Emotions in Motion: Sports Science Research No. of Participants: 30 ​Nature of Event: Research Products Used: Upmood...

Aug 2023 - Feb 2024 No. of Participants: 300+ ​Nature of Event: Multi-day Workshops Products Used: Upmood Mass/Insight Metrics Collected:...

2021 Unlocking Silent Emotions: Wearable Technology for Objective Assessment ​Nature of Event: Ongoing partnership/Research Products...