Project
Yalla Learn
UAE-First Bilingual EdTech Platform
UAE-first bilingual EdTech platform. CopilotKit-powered teacher copilot with generative UI, symbol-based grammar engine aligned to Colourful Semantics, and six stakeholder surfaces. Arabic and English as co-primary languages.
Pipeline Architecture
Click any node to explore details. 52 components, 7 domains, 6 stakeholder surfaces.
Yalla Learn is a UAE-first bilingual EdTech platform addressing the structural mismatch in UAE K-6 classrooms: non-Arabic-speaking teachers leading Arabic-dominant students, armed with nothing but fragmented tools and unreliable machine translation. The platform's front door is a CopilotKit-powered teacher copilot that materializes the right interface on the fly through generative UI, not a pasted wall of text.
Students construct meaning in a live sentence workspace aligned to Colourful Semantics, manipulating bilingual symbols with grammar-aware feedback that validates slot placement, plays acoustic pronunciation, and visualizes correctness through the Colourful Semantics colour system. The system handles Arabic MSA with tashkeel policy, SVO/VSO word order pedagogy, and cultural authenticity for UAE classrooms.
Five curriculum frameworks crosswalked. Six stakeholder surfaces. Zero dependency on ad hoc translation apps. Every activity is grounded in the platform's own symbol library, curriculum tags, and school context. The teacher copilot doesn't just answer questions. It builds the interface you need, right when you need it.