Querium

StepWise Tutoring and Targeted Hints

Students enter each step for equations, expressions, and proofs. The tutor checks logic, units, and notation, then suggests the next move rather than the final answer. Worked examples and scaffolded prompts build transferable strategies. By correcting in the moment, learners practice metacognition, avoid fossilizing errors, and finish with full solutions they understand, not copied results that mask gaps and weaken confidence during tests or labs.

Error Diagnosis and Partial Credit

When work goes off track, StepWise pinpoints the exact misconception—sign flips, distribution errors, rounding, or missing constraints—and explains why it matters. The system rescales attempts and awards partial credit for correct substeps. Teachers see which rules caused trouble and how students recovered. This clarity makes grading fairer and feedback timely, encouraging persistence while discouraging random guessing that burns time and hides patterns that need explicit reteaching.

Adaptive Practice and Skill Maps

Placement checks and ongoing results update a skill map that spans algebra through introductory physics and chemistry. The engine selects problems that stretch, not overwhelm, interleaving topics to strengthen retention. Hints taper as fluency builds. Students and families see progress by objective, while teachers can assign targeted sets to small groups. Adaptive pacing converts minutes into gains, ensuring homework time reinforces class lessons efficiently.

Dashboards, Standards, and Insights

Real-time dashboards show accuracy by step type, time on task, hint usage, and error families. Standards alignment supports district and course reporting. Heat maps highlight where classes stall, and trend lines quantify growth between units. With transparent evidence, teachers plan re-teaches, principals compare cohorts fairly, and students reflect on habits, improving ownership and making conferences, IEP updates, and department reviews more productive and concrete.

LMS, Rostering, and Accessibility

SIS and LMS integrations handle sign-on, rosters, and grade sync. Accessibility features include keyboard navigation, screen-reader support, and alt text for symbolic content. Offline-friendly modes sustain practice when bandwidth is limited. With privacy controls and exportable records, schools meet policy requirements while keeping learning continuous, consistent, and safe across devices, schedules, and after-hours support environments that vary widely.