Supporting learners with Special Educational Needs and Disabilities is a critical global challenge exacerbated by a systemic shortage of specialists. This paper introduces the MIKKO framework — an integrated ecosystem for inclusive education and the world's first patented, full-cycle inclusive education solution. Built on 10 years of research and development and over 100,000 hours of clinical practice, MIKKO integrates a three-pillar model: Spaces, Knowledge, and Innovation. By utilizing Artificial Intelligence-driven screening and automated Individual Education Plan generation based on the "6 Spheres of Development" methodology, the framework enables national-scale educational reforms. Evidence from large-scale implementations in Kazakhstan demonstrates significant improvements in specialist training and student support standards.