InsightBridge AI is an AI-powered platform designed to enhance early identification and support for K-12 students with diverse learning and socio-emotional needs, including those with undiagnosed exceptionalities or mental health stressors. It addresses the challenges of parental nondisclosure, limited teacher training, and stretched school resources by providing a collaborative, data-informed ecosystem. For educators, it offers AI-assisted tools to systematically observe and document student behaviors and learning patterns, generating personalized, culturally relevant support strategies and intervention suggestions. For parents, it provides a private, secure space to understand their child’s unique profile, access vetted educational resources, and connect with advocacy groups or specialists, all while promoting ethical AI literacy. The platform emphasizes human oversight, ensuring AI acts as a supportive tool, not a diagnostic replacement.