Won't AI tutors just give students the answer?

Only if you prompt them wrong. Our tutoring patterns ask Socratic questions, request student reasoning, and refuse direct answers on summative tasks. The eval suite tests this every release.

How do you handle minors and FERPA?

Data minimization, parental consent flows, no PII in prompts beyond what's necessary, no model training on student data. We sign whatever the institution's legal team requires.

Industry

AI for Education

AI tutors, content authoring, and operations for schools and edtech.

Education AI lives at the boundary of learning science and operational efficiency. Personalized tutoring that adapts. Content authoring that scales. Operations that recover faculty time for teaching. We build to all three.

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Common problems we solve

Personalized tutoring at scale costs more than tuition can support
Curriculum content authoring is bottlenecked on subject matter experts
Student-services Q&A burns advisor time on repeat questions
Grading and feedback is the time sink that pushes teachers out of the profession
Administrative workflows (enrollment, records, accommodations) are paper-heavy

Sample builds for Education

Custom AI Apps & Chatbots
Adaptive tutoring agent
Per-student tutor that adapts to mastery, pace, and learning style. Pedagogy-aware prompts, no shortcuts to answers.
Data & Intelligence
Curriculum authoring assistant
Subject-matter experts draft 3x faster — quizzes, problem sets, rubrics, lesson plans. Reviewable, not auto-generated.
Custom AI Apps & Chatbots
Student-services chatbot
24/7 RAG over your catalog, policies, FAQ. Escalates to advisors with full context. Multilingual.
AI Agents & Automation
Feedback acceleration
First-pass written-feedback drafts on student submissions. Teacher reviews and personalizes — faster, not replaced.

Why teams pick us for Education

We design with learning scientists, not just engineers
Privacy-first — FERPA-aware data handling, parental consent flows built in
Multi-institution architecture — same agent, different brand and policies per school

FAQ

Won't AI tutors just give students the answer?
Only if you prompt them wrong. Our tutoring patterns ask Socratic questions, request student reasoning, and refuse direct answers on summative tasks. The eval suite tests this every release.
How do you handle minors and FERPA?
Data minimization, parental consent flows, no PII in prompts beyond what's necessary, no model training on student data. We sign whatever the institution's legal team requires.