Tutoring copilots
Step-by-step guidance with syllabus alignment and instructor review paths.
Industry · Education
AI for learning outcomes
We build AI for schools, universities, and ed-tech platforms — tutoring assistants, enrollment automation, personalized learning content, and admin copilots with FERPA-aware architecture and instructor oversight built in.
+18%Mastery gain
−50%Admin time
FERPAAware
4–6 wkPilot start
Industry context
AI that supports teachers
Education AI must augment instructors, protect student privacy, and integrate with LMS workflows. We build tutoring copilots with guardrails, enrollment automation, and content tools that teachers control — not replace.
Enrollment automation
Form triage, document verification, and advisor routing at scale.
Personalized learning
Adaptive content, mastery tracking, and intervention alerts for at-risk students.
Privacy first
FERPA-aware data handling, role-based access, and audit logging.
Use cases
Where education AI delivers
Use cases for K-12, higher ed, and ed-tech platforms.
Tutoring Assistants
Socratic tutoring copilots aligned to curriculum with step-by-step explanations and citation to course materials.
- Syllabus RAG
- Instructor override
- Progress tracking
Enrollment Automation
Automate application intake, document verification, and routing to advisors with SLA tracking.
- NLU triage
- CRM/SIS sync
- Status portals
Personalized Learning
Adaptive quizzes, content recommendations, and mastery dashboards by student segment.
- LMS signals
- Intervention alerts
- A/B ready
Grading Assist
Rubric-aligned draft feedback and short-answer scoring with teacher approval workflows.
- Rubric binding
- Bias checks
- Batch review
Advising Copilots
Degree planning, course recommendations, and policy Q&A grounded in catalog and handbook RAG.
- Catalog RAG
- Degree audit hooks
- Escalation paths
Admin Automation
Transcript requests, scheduling, and FAQ deflection for registrars and student services.
- Ticket routing
- SIS integration
- Analytics
Proof of work
Education delivery
Student-facing apps and automation with measurable engagement outcomes.
Cross-Platform Student App
HIPAA-compliant mobile architecture applicable to secure student portals and campus apps.
87%Code sharing
25KUsers in 3mo
Conversational Portal
NLU triage and smart routing patterns for student services and enrollment FAQ.
12→68%Self-service adoption
$1.8MAnnual savings
Policy RAG System
Handbook and policy retrieval with citation-bound answers for staff and students.
78%Faster lookup
$900KAnnual savings
How we help
Related services
Production AI capabilities we bring to every industry engagement.
01Is education AI FERPA compliant?
We design for FERPA with role-based access, encryption, audit logs, data minimization, and vendor agreements aligned to your institution's policies.
02Which LMS platforms do you integrate with?
Canvas, Blackboard, Moodle, Google Classroom, and custom LMS via LTI and API.
03Will AI replace teachers?
No — our systems are instructor-in-the-loop with override paths, rubric binding, and analytics teachers control.
04How fast can we pilot tutoring AI?
Most institutions pilot one course or department in 4–6 weeks with syllabus RAG and instructor review workflows.
Next step
Ready to enhance learning with AI?
Tell us about your LMS and use cases — we'll design tutoring and enrollment AI with FERPA-aware architecture.