So What? Unpacking the Complexities in Collaborative Problem Solving with AI-Augmented Sense-Making
July 2025 · Palermo, Italy
Product 03Analytics
Analytics dashboard for monitoring Graspable Math collaborative mathematics learning data.

Overview
Meet the detective tool for collaborative math learning. GM Dashboard transforms those mysterious 'what are my students actually doing?' moments into crystal-clear insights about mathematical thinking and teamwork.
Built in partnership with Worcester Polytechnic Institute and seamlessly integrated with Graspable Math's hands-on learning platform, this dashboard is like having a research assistant that never blinks. It watches every drag, drop, equation manipulation, and student interaction, then translates that activity into meaningful patterns about how students learn together.
Our new AI Beta feature takes analysis to the next level, offering evidence-based teaching recommendations that actually make sense. See Jack dominating the algebra while Tom handles organization? The AI suggests specific interventions to balance participation. Notice a student struggling with a concept? The predictive analytics flag it before it becomes a bigger problem. It's mathematics education intelligence that helps teachers teach smarter, not harder.
Capabilities
Research
Selected academic work associated with the design, development, or study of this product.
July 2025 · Palermo, Italy
July 2025 · Palermo, Italy
July 2024 · Atlanta, GA, USA
Proceedings of the 17th International Conference on Educational Data Mining (EDM 2024), 533--541
Partnership & collaboration