KindWatch 19 / 25
AI recommendations for groups
Turns monitoring analytics into targeted recommendations for kindergarten groups.
Problem
Methodologists need to know where to act: speech, motor skills, social skills or early intervention.
What it does
- Recommendations such as extra sessions for 3–4 year olds, speech development programmes, fine motor skills, social skills, early intervention for 1–2 year olds, game-based methods
- Each recommendation has an illustration
How it works
- Monitoring analytics + allowed problem/recommendation lists → LLM
- Model returns recommendations from the predefined set
- Rendered in a Smart Recommendations widget
Stack & models
Yii2LLM API (xAI Grok)PostgreSQL