KiuSpark Edu AI

AI-powered teaching assistant for smarter classrooms

Generate questions from any material, auto-grade MCQ, short-answer, and essay responses, and give every student a personalized learning path — all in one platform.

AI Question Generation

Upload text, PDF, or URL. The platform extracts knowledge components and generates MCQ, fill-in-blank, short-answer, and essay questions automatically.

Intelligent Grading

Rule-based objective grading plus semantic short-answer scoring and rubric-based essay grading with teacher review workflow.

Personalized Learning

BKT/DKT/AKT/GKT knowledge tracing, SM-2 spaced repetition, and adaptive learning paths tailored to each student's weak areas.

Multi-Tenant & Multi-School

Support multiple schools and tenants with row-level security, admin consoles, and public API keys.

Analytics & Monitoring

Item analysis with IRT, risk prediction, SLA/accuracy monitoring, and success metrics like DAU/MAU and completion rate.

Production Ready

Redis caching, RabbitMQ async jobs, Kubernetes manifests, LLM failover, fine-tuning pipeline, LTI integration, and i18n.