INNOVATIONS
Supporting Teamwork Reflection in Nursing Simulations
In a cutting-edge learning environment, nursing students, equipped with state-of-the-art sensing technology, step into clinical simulations. Our advanced AI technology captures every body movement, heartbeat, and conversation as they navigate simulated challenges, turning them into feedback and insights made available during the debrief, enabling students to reflect, improve, and excel in their clinical and teamwork practices.
Our Human-centered AI Approaches
We develop methods and solutions to assist the formative assessment and improvement of collocated teamwork by making multimodal activity traces visible for computational analysis.
AI-augmented Debriefing
Our end-user interfaces display visual representations of AI and analytics outputs, equipping teachers with evidence-based tools to enhance debriefing sessions and foster deeper learning.


Indoor-positioning Workflows
Utilizing indoor-positioning analytics combined with human-voice detection, we can identify spatial positioning patterns that correlate with highly effective teamwork in clinical settings. This can provide actionable insights into optimal team configurations and movement strategies in ward environments.
Voice Conversation Analysis
Leveraging recent AI advancements, our analytics innovations automate transcription and analysis, enabling real-time recognition of team communication dynamics, discerning key interactions such as closed-loop communication and responsiveness to other team members’ queries.

DEMONSTRATION
Explore SimVision, an AI-powered system for analyzing team collaborative patterns in nursing simulations education.
Our AI and Learning Analytics Features
Voice Conversation Analysis
Automated analysis of spoken conversations using large language models (LLMs).
Positioning Modelling
Real-time mapping of individual movements in a classroom or learning space.
Team Insights
Provision
Immediate feedback on crucial teamwork and communication skills via user-centred designed interfaces.
Stress and Arousal Measurement
Real-time assessment of stress and arousal through physiological indicators.
Automated Video Analysis
Automated identification of team behaviours and interactions within the environment.
LET’S WORK TOGETHER
We welcome collaboration and believe in the power of partnership. Our approach is rooted in a state-of-the-art human-centered design process, ensuring that our innovations are not only cutting-edge but also tailored to meet the users’ needs. The benefits of partnering with us include:
Academic Partners and Funders
We extend our deepest gratitude to our esteemed academic partners and dedicated funders, whose unwavering support and visionary commitment have been instrumental in advancing our mission of transformative AI and learning analytics.
We are eager to discuss more of these collaboration opportunities and explore how we can work together to harness the power of AI in improving teamwork dynamics for learners and educators. We look forward to collaborating with you!