Project Title
High-impact tutoring is one of the most powerful ways to accelerate learning, but it’s costly and difficult to deliver widely. PLUS Tutoring bridges that gap by combining skilled human tutors, students’ existing math practice software, and AI-driven analytics to deliver targeted help during the school day. The platform continuously analyzes students’ practice data – things like problem accuracy, time on task, and engagement patterns – to identify who is struggling, why, and when they’re most likely to benefit from human support. By allocating tutors only to students and moments of greatest need, PLUS dramatically reduces the cost per student while preserving the one-on-one interaction that drives gains. The result is more timely, effective tutoring that boosts mastery and confidence for the students who need it most. The theory of change is simple: use data and AI to focus scarce human tutoring where it has the biggest impact, which scales high-quality tutoring across schools and improves equity in learning outcomes.
PLUS’ Impact
What have teachers and students said about HAT?
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