EDU-FIRST
Education-First Routing
The EDU-FIRST model sits before and after every LLM call to validate pedagogy, age and Bloom level.
Capabilities
The full AIT stack
Education × agentic × safety × avatar × curriculum × integration — six pillars.
Capabilities
Six engines. One unified teaching platform.
Every capability in AIT is a standalone service — composable and independently testable. You can adopt them incrementally.
SAFETY
Dual-Layer Guardrails
Regex + NLP lexical layer first, LLM Judge second. Uncertain cases always escalate to a human teacher.
AGENTIC
Agentic Teaching Agents
Socratic / SocraticPlus / KnowledgeTutor / Wellbeing collaborate and route to the best model.
AVATAR
Multimodal Digital Avatar
Live2D + Three.js. Lip sync, facial expressions, emotional pacing. Dialogue has warmth.
- Precise lip-sync to TTS
- Six base emotions + blends
- Customizable per school or class
- Behaviour fully constrained by pedagogy
CURRICULUM
Curriculum & Knowledge Graph
CBOK knowledge graph — 13 subjects, 6 stages, 400+ concepts, differentiable pathways.
INTEGRATIONS
Deep School Integration
SMS / CRMS / CDS / LMS. 20+ open REST APIs with OAuth2.
Seven-step journey
From login to report, AIT is with you every step
1. Identity & session entry
SSO or password login; AIT opens today's learning path from the roster.
2. Session opens
AIT reads CBOK progress and sets session goals plus warm-up questions.
3. Teaching dialogue
Router picks Socratic or KnowledgeTutor. AIT guides, never reveals.
4. Socratic probing
On success: levelled follow-ups. On failure: decompose into sub-questions.
5. Affect & wellbeing
Wellbeing agent reads affective cues and nudges rest or affirmation.
6. Escalate to human
Guardrail hits, boundary violations, 3 fails, self-harm / bullying → force-escalate.
7. Learning report
Instant end-of-session report, written to admin_console and shared with parents.
Avatar
An Avatar that feels like a partner, not a chatbot
Live2D × Three.js × TTS × BlendShapes. AIT's Avatar performs the true emotional cadence of dialogue.
- Precise lip-sync to TTS
- Six base emotions + blends
- Customizable per school or class
- Behaviour fully constrained by pedagogy
Integrations
Plug into existing school systems with zero friction
SMS · Student Mgmt
Two-way sync for roster, attendance and enrollments.
CRMS · Classroom Mgmt
Pull schedule, resources and groups in real time.
CDS · Content Delivery
Textbooks, question banks, media pushed to clients on demand.
LMS · Open API
OAuth2 + 20+ REST endpoints for any standards-compliant LMS.