AIDA is an AI diagnostic agent developed by DAWN AI STUDY that analyzes speech, vision, behavior, and cognitive signals to create a comprehensive Neuro-Profile for learners. It detects early signs of neurodivergent traits such as dyslexia, ADHD, autism spectrum tendencies, and language processing disorders. The multimodal engine fuses four input types (speech/prosody, visual/gaze, behavioral signals, cognitive tasks) in under 200ms to generate a 13-section neuro-map with strengths, challenges, recommended learning modalities, and personalized learning pathways. AIDA provides role-based insights tailored to parents, teachers, and clinicians, and supports multilingual and local speech analysis fine-tuned on African accents and languages. The tool is NDPR and GDPR aligned, trained on NVIDIA DGX-H100, and designed to support inclusive, personalized learning journeys for K-12 learners in underserved communities.