for educators
A tool that reinforces your classroom, not one that undermines it.
Brainback is designed to be compatible with your assignments, your honor code, and your students' privacy. Institutional pilots available every semester.
pilots · one semester
the compatibility case
Why it works alongside your assignments.
Every student using Brainback is producing their own reasoning, coached. The output is theirs, always.
01
no completed solutions
There is no worked-solution shortcut without a written reflection. What students submit is what they generated.
02
attempt-first, enforced in code
The tutor cannot respond until the student writes their attempt — 20 characters minimum, server-side.
03
output-guarded
A second model reviews every tutor reply for leaks. The refusal template fires on 1 in 1,000 replies.
read the full academic-integrity stance
the numbers
What we've seen in pilots.
+18
avg. exam-score lift
82%
attempt-gate satisfaction wk 2
9%
Calc 1 DFW rate in pilot
22%
control DFW rate
Our first-year DFW rate in Calculus 1 dropped from 22% to 9%.
for educators
Bring Brainback to your department.
Email edu@brainback.app or start with the pilot guide. We can be onboarded in 2-4 weeks.