KindWatch 21 / 25
AI analytics of assessment results
Background generation of written analytics for child testing results.
Problem
Raw assessment tables don’t tell managers what is going on.
What it does
- Analytics text for testing results
- Runs in the background without blocking the UI
How it works
- Prompt prepared and cached → console worker
- LLM (DeepSeek) generates analytics → stored and shown
Stack & models
Yii2 consoleDeepSeek API