AI Learner Diagnosis™

Violetinfo.ai's proprietary diagnostic framework that analyses learner behaviour to identify gaps and barriers to progress.

AI Learner Diagnosis™ is a Violetinfo.ai proprietary framework that examines learning behaviour to diagnose where and why a learner is struggling. It addresses the difficulty of distinguishing genuine knowledge gaps from issues of engagement, pacing or content fit.

The framework interprets behavioural and assessment signals to pinpoint specific blockers, then translates them into actionable findings. This turns raw activity data into a clear picture of what each learner needs in order to advance.

How AI Learner Diagnosis™ works in Violetinfo.ai

AI Learner Diagnosis™ runs in VInsights, combining VTest results and behavioural data to flag gaps and recommend interventions.