mixture-of-experts model, shared intelligence across students, teachers, and schools, and agentic systems that act within defined classroom and administrative contexts. Edukracy provides an integrated environment for adaptive student support, structured lesson planning, automated evaluation, and data-informed school decision-making. The platform is designed to operate in multilingual, low-bandwidth, and resource-constrained settings, supporting both public and private education systems. Edukracy focuses on replacing fragmented tools with a continuous, connected framework that aligns classroom activity, performance data, and operational workflows.