UNESCO MGIEP
AI for sympathy development in children
Designed and developed an AI-based solution for UNESCO MGIEP to track sympathy development in children.
Services · 02
AI as an engineering capability, not a fashion label.
Use AI where it earns its place — in products and workflows with a clear practical benefit.
We help teams add AI and automation when there is a concrete job to be done: extract signal from messy inputs, reduce repetitive operational work, or improve a product experience in a measurable way.
We will also argue against AI theatre — demos without data quality, prompts without evaluation, and tools that create more operational cost than value.
Where we help
- LLM features inside products with clear evaluation loops
- Workflow automation for operational teams
- Data preparation and retrieval (RAG) where it fits
- Human-in-the-loop designs for high-stakes outputs
- Pragmatic build-vs-buy decisions
Related work
Case studies that fit Applied AI & Automation.