Course Creation in Minutes — 900+ Languages
Adaptive Learning & Consumer PlatformsEdTech · AI Course Generation

Course Creation in Minutes — 900+ Languages

Client: Confidential Client · Industry: Adaptive Learning & Consumer Platforms

  • EdTech
  • LMS
  • Multimodal AI
01Overview

Raw material in. Complete course out. In any language.

We built an AI-powered learning management system that transforms raw source material — PDFs, videos, slides, URLs — into complete, structured courses with lessons, quizzes, grading and an AI video avatar tutor, in any of 900+ languages.

A per-course RAG tutor answers student questions cited directly from the course material — not from hallucination. Everything exports via SCORM/LTI and deploys white-label for enterprise.

02The Challenge

Turning source material into courses took weeks. Every language multiplied the cost.

Institutions and training teams needed to convert raw source material into structured e-learning courses — a process that required instructional designers, weeks of production time, and a separate translation effort for every language their workforce spoke.

The bottleneck wasn't content — organizations had plenty of it. The bottleneck was production. And for global workforces, the cost of multilingual course creation meant most employees went undertrained in their own language.

03What We Built

Multimodal LLM pipelines. RAG tutor per course. Source-cited. SCORM/LTI. White-label.

01
Multimodal Ingestion Pipeline

Accepts PDFs, videos, slide decks and URLs as raw input — processing all formats through a unified multimodal LLM pipeline that extracts structure, concepts and assessable content.

02
Automated Lesson & Quiz Generation

Generates complete course structure — lessons, learning objectives, quizzes and grading rubrics — from source material, with source citations so every output is verifiable.

03
Per-Course RAG Tutor

Every course includes a dedicated RAG tutor that answers student questions using retrieval from the course material itself — not from general model knowledge, and always cited.

04
AI Video Avatars

AI-generated video presenters deliver course content in the learner's language — providing a human-facing presentation layer without video production costs.

05
900+ Languages + SCORM/LTI + White-Label

Course output available in 900+ languages; exports via SCORM and LTI for integration into any existing LMS; deployable white-label for enterprise training programs.

04Impact

Weeks → minutes. 900+ languages. RAG tutor included with every course.

Weeks → Min

Per Course Created

Complete structured courses — lessons, quizzes, grading, tutor — generated in minutes from raw source material.

900+

Languages Generated

Any course producible in any of 900+ languages — at no additional production cost per language.

RAG Tutor

Included per Course

A source-cited AI tutor bundled with every course — answering student questions from course content, never hallucinating.

Weeks → Min

Per Course

0+

Languages

RAG Tutor

per Course

SCORM/LTI

Standard Export

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