Understand patterns
of arousal and recovery.
Explore physiological responses alongside self-reported experience to develop personalised models of stress and anxiety-related patterns.
Explore the research use caseGrounded in signals. Guided by research.
We connect wearable sensing, cutting-edge AI, consciousness research, and physical models to build personalised wellness technology. Our first focus: research-grade ring and wristband devices with raw-signal access.
Starting with stress & anxiety, attention & distraction.
Built for researchers. Designed around the individual.
From accessible instruments to reservoir computing, our work connects foundational questions with practical tools for inner wellbeing.
Raw-signal access · Wearable sensing · Personalised models
Explore the vertical 02Multimodal AI · Contextual reasoning · Model evaluation
Explore the vertical 03Attention & awareness · Contemplative science · Representational ethics
Explore the vertical 04Reservoir computing · Dynamical systems · Memory & stability
Explore the verticalAccess to raw data gives researchers room to ask better questions, define their own features, and develop models around individual baselines.
Explore physiological responses alongside self-reported experience to develop personalised models of stress and anxiety-related patterns.
Explore the research use caseCombine movement and physiological signals with task context and participant feedback to investigate attention over time.
Explore the research use caseSignals support investigation; they do not directly read a mental state. Models need study-specific evaluation.
A ring and wristband programme built around raw-signal access. Bring your protocol, your labels, and your model-development workflow.
Explore the planned research kitOptical pulse waveforms for exploring pulse timing and variation, with signal quality and motion taken into account.
Target modalities across the programme. Sensor combinations, streaming specifications, and availability will be confirmed for each research configuration.
Capture signals with the participant’s consent.
Develop and evaluate models against individual baselines.
Explore feedback that supports personal agency.
Refine the science with carefully governed studies.
Tell us about your study, the signals you need, and the models you want to develop.
Curious about working on these questions? Explore careers & internships →