AI Content Studio
Education · Content Factory

AI Learning Content Studio One textbook → ten learning modules

Teachers and editors upload textbooks, PDFs or documents, and AI generates vocabulary drills, sentence practice, scenario dialogs, quizzes and games. Cut content production time by 10× while offering learners richer formats.

Education Stack

The three pillars of education AI

Great content is useless without a way to teach it, and even great teaching fails without assessment. We own all three axes: generate → deliver → assess.

1
📚

AI Content Studio 현재

Textbook → 10 learning modules

2
🎙️

Voice Agent

Deliver the content conversationally

3
📊

AI Learning Evaluator

Score and diagnose learner responses

Generated modules

Modules generated from a single textbook

Upload one textbook and AI produces 10+ learning modules. Pick what you need, or chain them into a full course.

📝

Vocabulary

Key words, examples, synonyms/antonyms, explanations, audio pronunciation

📖

Sentence practice

Key sentences, grammar points, pattern drills, cloze tests, translation practice

🎭

Scenario dialogs

Topic-based role-play conversations, live practice with Voice Agent

Multiple-choice quiz

Difficulty-tiered 4-choice, true/false, fill-in questions with explanations

✍️

Open-ended

Reading, writing, summarization items with LLM rubric grading

🎮

Learning games

Card matching, speed quiz, maze escape, head-to-head learning games

🎧

Listening drills

TTS dubbing, dictation, playback-speed control, shadowing

🗣️

Pronunciation drills

Per-sentence pronunciation guide + AI pronunciation scoring

📄

Summary cards

Per-chapter one-liners, flashcards, mind maps

🧭

Learning path

Auto-sequence the modules into a course tailored to difficulty & topic

Flow

Content generation pipeline

From the moment an administrator uploads a textbook to the moment a learner uses the service.

1

Upload

PDF, Word, EPUB, even scanned books. OCR applied automatically.

2

Structure parse

LLM parses TOC, chapters, sections, exercises. Editor verifies structure only.

3

Module generation

Batch-generate selected modules (vocab, sentences, scenarios, quizzes, games) in minutes.

4

Review & publish

Admin reviews, edits and approves → publishes to learners instantly.

Admin UX

Admin page built for teachers, not engineers

A management UI designed for teachers and editors — no coding required for upload, module creation, or review.

📤

One-click upload

Drag-and-drop textbooks, even multiple at once.

🤖

Auto-extraction

Highlight key vocabulary, sentences and problems automatically; edit in place.

📦

Module picker

Check only the modules you need from ten options → instant generation.

🔍

Review mode

Side-by-side compare AI output and source. Bulk approve or revert.

🔄

Regenerate

Regenerate just the modules you didn't like, with prompt tips.

🚀

Publish

Approved modules flow to the learner service. Versioning included.

Use cases

Who uses it

🏫

Language & tutoring schools

Turn in-house textbooks into digital learner materials; automate homework and review.

📚

Educational publishers

Auto-generate digital companions for new textbooks; 10× cheaper production.

🎓

Universities & MOOCs

Lecture material → quizzes, summary cards, discussion prompts.

🧑‍🏫

Solo instructors & creators

Extend your content into flashcards and quizzes for paid community perks.

🏢

Corporate training

Policy docs and manuals → quiz modules and scenario drills.

📖

Civic & religious education

Scriptures, doctrine books and civic textbooks → varied learning modules (links with scripture.how).

Integration

How to integrate

🖥️

Stand-alone admin

A ready-to-use Filament-based admin UI; no development required.

🔌

REST API

Integrate module generation into your own LMS or app admin via API.

📦

Embedded widget

Drop the admin UI into existing systems via iframe or web components.

🎙️

Voice + Evaluator linked

Generated modules auto-connect to Voice Agent and the AI Learning Evaluator.

Tech stack

Tech stack

At the core: LLM prompt chains + document parsers (OCR, structure) + content template engine. New module types are added by extending templates.

📄
Document parser
PDF · Word · HWP · OCR
🤖
LLM chains
Structure → generate → validate
🎨
Module templates
Extensible per-type DSL
🔊
TTS dubbing
Voice Agent auto-narration
📦
Versioning
Edit history · rollback
🔐
Copyright controls
Source/output separated · ACL

Turn one textbook into 10× the learning content

We run PoCs with language schools, publishers and LMS vendors. Send us one textbook and we deliver sample modules within two weeks.