MATHia

MATHia functions as a "1-to-1 math coach" for schools and districts, combining symbolic AI and machine learning to continuously model how a student is thinking and where they're going wrong, then delivering just-in-time hints rather than generic answer-checking.

Core Capabilities

Skill-Level Diagnostics Models each student's misconceptions at a granular, skill-by-skill level rather than scoring whole assignments.

LiveLab & Predictive Analytics Gives teachers real-time alerts when students are stuck (LiveLab) and a predictive analytics report (APLSE) forecasting end-of-year performance.

LiveHint AI A newer generative-AI tutor layer built on an LLM trained on 25 years of proprietary student-interaction data, layered on top of the core cognitive-tutor engine.

Positioning

Differentiates from Khanmigo (already catalogued, conversational Socratic tutoring) with a decades-old cognitive-tutor research lineage backed by a U.S. Dept. of Education-funded randomized trial, and is sold as a core curriculum component to schools/districts rather than direct to individual consumers.

Pricing

Institutional/district licensing — sold to schools, not individuals; pricing is quote-based and not published on carnegielearning.com.