Digital Innovation in ADHD Assessment: A Critical Analysis of OllieDx as a Case Study in Accessible Technology-Enhanced Mental Health Screening

This white paper evaluates OllieDx, a digital platform designed to improve accessibility to ADHD screening through DSM-5-aligned assessments, cognitive testing, AI-supported coaching, and multimodal behavioral data analysis. The paper examines the platform’s clinical foundations, technological architecture, accessibility, ethical safeguards, and integration potential within healthcare systems. It discusses advantages such as reduced wait times, scalable delivery, and remote usability, while critically addressing limitations including validation requirements, privacy considerations, and digital access barriers. The analysis situates OllieDx within the broader landscape of digital mental health innovation and outlines recommendations for responsible implementation, empirical validation, and stakeholder adoption. The work contributes to ongoing research on technology-enhanced mental health assessment and equitable access to care.