A tutor and search layer grounded in your own courseware — answers that cite the lesson, not the open internet.
Ed-Tech products that bolt on a general model get confidently wrong answers that contradict the course, undermine the instructor, and erode trust with learners and the institutions that buy. The value is not a model that knows everything — it is one that answers strictly from your curriculum, textbooks, and lesson content, and points the learner to where the answer lives so they can keep learning rather than copy a result.
Learners get answers that match the course and cite the lesson, not the open web
Instructors find and reuse existing explanations and assessments by meaning
Responses stay inside your pedagogy, protecting trust with schools and learners
New courses and editions enter the corpus without re-engineering retrieval
A general model answers from training data and contradicts your course. A RAG tutor answers only from your curriculum and cites the lesson, keeping responses aligned with how you actually teach.
Sharply. Constraining the model to retrieved curriculum passages and verifying citations before responding keeps answers anchored to your material instead of the model inventing them.
Yes. Each answer carries a citation to the lesson or section, so learners can read further and keep learning rather than copy a result with no context.
