Question 1

how do you stop students from using the ai tutor to skip the work?

Accepted Answer

the tutor is trained on your materials and on the pedagogy of how you teach — it socratic-prompts and refuses direct answers on assessed work. for the online education company we shipped, the tutor logs every interaction so instructors can spot the students who are pattern-matching answers vs the ones doing the work.

Question 2

what does the automated assessment look like — do instructors lose grading judgment?

Accepted Answer

no. the rubric is yours; the ai applies it consistently and surfaces the marginal cases to a human. with the 4-month cohort company, grading time dropped 70% and instructor-quality nps held steady — because instructors spent their hours on the 15% of submissions that needed real judgment, not the 85% that were straightforward.

Question 3

does this replace our lms (thinkific, teachable, canvas, moodle)?

Accepted Answer

no. we build on top of it. lms extensions, scorm packages, lti integrations, or direct api work depending on what your platform supports. the lms keeps being the system of record for enrolment, payment, and grades.