Admin prototype • document → learning media

Turn approved knowledge into teachable media.

This static page demonstrates the intake and job interface. It intentionally does not upload documents, call an AI model, publish videos or access private systems.

1. Add source documents

📄

Drag documents here

PDF, DOCX, TXT, MD or RTF • files stay in your browser in this prototype.

Choose files

Local demo queue

AI Foundations Source Guide.pdf

Example source • provenance required

Approved example

Prompting Notes.md

Example source • draft lesson

Human review

2. Academy Media Producer

Planned V4 pipeline:

Document Instructor

Extract facts, scope and learning objectives.

Lesson Writer

Create teaching script, examples and structure.

Visual Producer

Storyboard slides, diagrams, B-roll and demonstrations.

Video Producer

Assemble narration, visual assets and draft video.

Learning QA

Check source fidelity, captions, quiz answers and difficulty.

✓

Human approval

Required before public publishing.

Output package

One source can become a whole lesson kit.

🎬

Video lesson

Short or full teaching video with chapters.

📝

Transcript + notes

Captions, summary, vocabulary and key takeaways.

🧠

Knowledge check

Questions tied to the actual learning objective.

🏗️

Practice activity

A project, challenge or implementation lab.

Provenance chain

Published video → lesson → source document(s) → source version → extracted claims → script version → media assets → QA → human approval → published version.

Rule: a source change should flag the associated lesson for review rather than silently teaching stale material.