AI Engine
Institutional-grade AI, not a chatbot wrapper
Purpose-built AI infrastructure for grading, tutoring, and academic intelligence — with full teacher control, safety guardrails, and institutional governance.
AI Grading Engine
From submission to feedback in minutes
Automated rubric-based evaluation with explainable scoring, integrity checks, and mandatory teacher approval before release.
Submission
Student submits assignment
AI Analysis
Rubric + RAG processing
Breakdown
Score, feedback, integrity check
Teacher Review
Human approval & override
RAG Knowledge Base
Every AI response grounded in your curriculum
Retrieval-Augmented Generation ensures AI responses cite actual course materials, not hallucinated content.
Course Materials
Syllabi, textbooks, lectures
Vector Indexing
Chunked & embedded for retrieval
Contextual Search
Semantic matching against query
AI Generation
Grounded, source-cited response
Guardrails & Safety
AI you can trust in an academic setting
Every AI action is governed, logged, and reviewable. Faculty maintain full authority over AI-generated content.
Content Safety
Filters harmful, biased, or off-topic responses before they reach students.
Institutional Policy
Responses aligned to your institution's academic integrity and conduct policies.
Transparency Logs
Full audit trail of every AI decision, input, and output for compliance.
Teacher Override
Faculty can intervene, adjust, or reject any AI-generated assessment at any time.
AI assists. Teachers decide.
Every AI-generated grade, feedback comment, and recommendation flows through a mandatory teacher approval step. Faculty can accept, modify, or reject any AI output.
Scale & Flexibility
Future-proof AI infrastructure
Swap models, scale compute, and control costs — all without changing your academic workflows.
Model Abstraction Layer
Swap underlying AI models (GPT-4, Claude, Gemini, open-source) without changing your workflows. Future-proof your AI stack.
Usage-Based Pricing
Pay only for AI tokens consumed. No fixed per-seat AI licensing. Scale from 100 to 100,000 students with predictable costs.
Dedicated AI Instances
Enterprise customers get isolated AI compute with guaranteed throughput, no shared resources, no noisy neighbors.
See AI grading in action
Schedule a live demo of the AI Engine with your own rubrics and sample submissions.