The complete misconception-aware adaptive learning system
From per-student misconception profiles to district-wide trend reports — every component of the Brainpathio platform is built around what's actually causing student errors, not just how many.
Request a PilotCore engine
A per-student misconception profile, built from every response
Every student in a Brainpathio classroom develops a running misconception profile tracking 6 dimensions of conceptual understanding. The profile updates with each problem response — not just right/wrong, but which specific hypothesis best explains an error pattern.
When a student's profile shows a persistent misconception pattern — appearing across 3+ problems — the teacher receives an alert with a suggested reteach approach.
- 6 misconception dimensions tracked per student
- Bayesian hypothesis updating per answer
- Threshold alerts when pattern confidence reaches 70%
- Works across Math and Physical Science
Teacher dashboard
See exactly what each student needs — before the next class
The teacher dashboard surfaces only the misconceptions that have crossed a confidence threshold — reducing noise, increasing signal. You don't see every wrong answer; you see the pattern that matters.
Live misconception alerts
Real-time feed updates as students work assignments.
Assignment routing
Differentiated problem sets auto-generated per misconception profile.
Reteach suggestions
When 3+ students share a misconception, a 5-min activity is suggested.
LMS export
Google Classroom and Canvas integration included.
Department reporting
Misconception trends across your entire department
Department heads and curriculum coordinators get a separate view: which misconceptions are most prevalent across all classrooms, how they correlate with specific standards, and where to focus professional development investment.
- Cross-classroom misconception comparison
- Standards gap analysis (Common Core / NGSS)
- Weekly department summary reports (PDF, CSV)
- At-risk classroom flags before assessment windows
Integrations
Works with the tools your district already uses
No new login for students, no new workflow for teachers. Brainpathio connects to your existing LMS and SIS — it doesn't replace them. Students work in Google Classroom or Canvas as they already do; the misconception engine runs quietly on the response data.
Google Classroom
Assignment sync + roster import
Canvas LMS
Grade passback + assignment routing
Infinite Campus
SIS roster sync (District tier)
PowerSchool
SIS roster sync (District tier)
See the platform with your own curriculum
Our 8-week pilot gives you full platform access — no setup required, no credit card needed.