Learner logs in

Retrieve learner profile

New lesson available?

Adaptive lesson module

Presented exercise based on learner

Correct answer?

Intelligent Interaction (GenAI Layer)

Provide hints/explanation • Record • Lesson completion • Skill mastery • Engagement metrics • Response time

Update learner profile • Record lesson complete • Skill mastery • Engagement metrics • Response time

Start

Learning diagnosis

Update skill mastery, increase difficulty slightly

Trigger infinite-Loop Alert

Notify Teacher / Caregiver

Session complete?

End

Generate learner summary