Announcing the WInners of the 2026 Tools Competition!

2026 Winner

Spark

Helping students navigate academic pathways through a secure, personalized dashboard

United States of America

Focus Area:

Post-Secondary Learning

Prize Level:

Growth Prize

Project Description

Spark is a student-centered, mobile-first guidance platform embedded in Canvas that helps undergraduates navigate the resources and opportunities available to them at their institution. Drawing on academic engagement data from Canvas, career service engagement from Handshake, and institutional records, Spark calculates personalized relevance scores and delivers targeted recommendations directly to students’ existing workflows. Rather than relying on broad outreach, Spark surfaces only the opportunities most relevant to each student, earning their trust that what they see is genuinely meant for them. Currently deployed campus-wide at UC Irvine, Spark is expanding to incorporate extracurricular activity data through CampusGroups, further supporting students’ academic, career, and co-curricular development in a single, integrated system.

Meet Our Team

Richard Arum

Professor of Sociology and Education; Principal Investigator, UCI-MUST Lab

Faith Couts

PhD Candidate, School of Education; Graduate Student Researcher, UCI-MUST Lab

June Ahn

Professor of Learning Sciences; Senior Associate Dean

Jeremy Thacker

Assistant Director for Educational & Student Success Technologies in the Office of Information Technology

Ray Vadnais

Senior User Experience Architect