Internal — trainer console

Custom English Training Platform

Needs analysis → placement → curriculum → trainer deck + student companion.

APlacement — measure the cohort

Self-assessment + a writing sample + a transcribed speaking sample → a per-skill CEFR profile. Trainer confirms before it is final.

BCurriculum — generate from a needs profile

A confirmed NeedsProfile (with per-participant levels) seeds the engine. Output is a draft for trainer review.