Platform workflow

Audio ingestion

MP3 upload, WAV conversion, normalization, validation, and queue processing.

Lesson intelligence

Transcripts are analyzed for definitions, formulae, diagrams, examples, summaries, and exercises.

Video rendering

Timed whiteboard actions are rendered into MP4 while preserving the original teacher audio.