Districts are asked to expand STEM, AI, and career-ready learning to every student — but they lack specialized teachers, real-world instructional assets, and visibility into what is working. QLM gives them all three in one platform.
Your district invested in AI tools. Student output improved. Did student thinking improve? QLM is the instrument panel that answers that question — continuously, across every school.
Fewer tools, not more. Assessment, simulation, analytics, governance, and reporting — consolidated.
Live cognitive profiles across 7 dimensions. Student, class, school, district — all in one dashboard. Updated with every interaction, not just test windows.
Before/after skill growth. Subgroup equity analysis. Auto-generated narratives. Quarter, semester, or annual view. Print to PDF — no consultants needed.
Every student AI interaction logged. Configurable policies: hints per session, no AI during assessments, writing assist controls. Equity monitor flags disparities by group.
20 learning pathways, 186 micro-skills, 103 misconception detectors. Fractions through calculus, plus biotech labs, cybersecurity, climate modeling, and more — auto-graded, standards-aligned, any device.
Connect your SIS. Students and teachers sync automatically. SSO with Google Workspace, Microsoft Entra ID, or SAML. No manual CSV imports.
Upload SBAC, STAAR, MAP, or iReady scores. QLM maps them to cognitive dimensions — every student starts with a real baseline, not a cold start.
Teachers don't build curriculum. Students access simulations directly. Teachers see results — mastery heatmaps, early warnings, lab notebooks, rubric scores.
Mastery by student by dimension. Early warning flags. Lab notebook review with CER rubric scoring. Pacing guides aligned to your schedule.
4-phase debrief after every mission forces active recall. Spaced review at expanding intervals re-engages students before knowledge decays.
No specialized teacher required. No magnet school lottery. Every middle school and high school in the district gets the same 1,180 adaptive missions across 20 pathways, auto-graded.
Every pathway is a structured learning progression — not a playlist of random problems. The engine adapts within the pathway based on demonstrated understanding.
Every micro-skill follows the same 5-mission learning arc. No skill is marked "mastered" until the student can transfer it to an unfamiliar context.
AI tutor detects a misconception and delivers a targeted repair prompt immediately. No teacher action required. Logged for teacher review.
TeacherOS groups 3-5 students with the same misconception. Provides a suggested mini-lesson with visual aids. Teacher decides when and how to deliver.
When a student consistently struggles despite L1 and L2 interventions, the system recommends a prerequisite pathway. Teacher approves the reassignment.
The pilot bundle covers the three pathways with the highest impact for grades 4-8: Fractions, Proportional Reasoning, and Word Problems. Six to eight weeks. Measurable outcomes.
3 pathways: Fractions + Proportional Reasoning + Word Problems
Duration: 6-8 weeks
Grades: 4-8
Includes: TeacherOS, district dashboard, evidence reports
75%+ evidence packet completion rate
60%+ explanation quality improvement (Mission 1 vs Mission 4)
Misconception reduction measured across pilot window
Teacher actionability rated 4/5+ by participating teachers
QLM launched in April 2026. These are target metrics for pilot evaluation — not proven outcomes. We are actively seeking pilot partners to validate these targets with real student data.
2-4 classrooms, 1 school. All features. No procurement paperwork required to start. We help with setup.
Full school deployment. TeacherOS for all teachers. School-level dashboard and evidence reports.
All schools. Clever/ClassLink rostering. District rollup dashboard. Evidence reports. AI governance. State test import. Board presentation generator.
Fundable through Title IV-A (Well-Rounded Education) or Perkins V (CTE). At 10,000 students, that is $30K/year — less than one FTE STEM teacher.
We know what your procurement office needs. It is already written.
Published statement. School official exception. Data minimization. No selling student data. Parent access rights. 72-hour breach notification. 30-day deletion on termination.
SDPC National DPA format. Enumerated data elements. Subprocessor disclosure. State-specific compliance (CA, NY, CO, CT, IL, VA). Ready to sign.
US-only hosting (AWS). Encryption at rest and in transit. WCAG 2.1 AA target. Section 508. IEP accommodation support. SOC 2 in progress.
No slides. No deck. Just the platform running with realistic data.
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