Querium

Querium is an AI-powered STEM tutoring platform that provides personalized, step-by-step coaching for students in math and science courses from middle school through college.

Unlike answer engines that simply show solutions, Querium's StepWise AI tutor guides students through the problem-solving process one step at a time, asking leading questions and providing targeted hints when they get stuck rather than revealing the answer.

The AI analyzes each student's work in real time, identifying where their reasoning goes off track and providing specific feedback on the exact step where the error occurred. The platform covers algebra, geometry, trigonometry, chemistry, and physics with curriculum-aligned content developed by certified educators.

Querium's AI generates performance reports showing not just accuracy but time-on-task and problem-solving efficiency, giving instructors insight into which students understand the material versus those who arrive at correct answers through trial and error. The platform integrates with major LMS systems and can be deployed as a supplemental resource alongside existing coursework.

Workforce training modules extend Querium's STEM tutoring to adult learners preparing for technical certifications. The AI adapts its coaching style based on student proficiency, offering more scaffolding for beginners and progressively removing support as competence grows.

While Querium's approach is pedagogically sound, the limited subject coverage compared to general-purpose AI tutors means it's best suited as a targeted intervention for struggling STEM students.