Email: [email protected]
www.megaworks.ai
MEGAWORKS Co., Ltd.
#1. Large-Scale, Clinically Labeled Medical Data as a Core Competitive Asset
#2. Unconscious Data–Driven Early Detection and Intervention Framework
#3. Public-Sector Proven Scalability Beyond Proof of Concept
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#1. Large-Scale, Clinically Labeled Medical Data as a Core Competitive Asset
The platform is built upon more than 4 years of continuous investment totaling approximately KRW 10 billion, resulting in a high-quality medical data cohort.
The dataset includes records from over 4,500 individuals, accumulating 192,800 medical and behavioral data points across activity, sleep, HRV, emotion (voice and video), clinical data covering 27 diseases, and genomic data of approximately 650,000 SNPs per individual.
Data quality and clinical reliability are ensured through the continuous participation of psychiatrists and research nurses from Chonnam National University Hospital, enabling both scale and clinical labeling.
#2. Unconscious Data–Driven Early Detection and Intervention Framework
Unlike conventional mental health solutions that rely heavily on surveys and self-reported questionnaires, this platform automatically collects activity, sleep, and biometric signals without requiring user awareness.
Based on these unconscious data streams, the solution enables earlier screening, monitoring, consultation, and recovery interventions, allowing faster and more proactive mental health management.
The platform further integrates LLM-based counseling, 1:1 remote nurse consultations, and hospital linkage, forming a closed-loop mental care management framework.
#3. Public-Sector Proven Scalability Beyond Proof of Concept
The solution has been implemented across multiple high-risk, high-stress public organizations, including the Seoul Metropolitan Police Agency, Gyeonggi Northern Fire Headquarters, and the Dasan Call Foundation.
In addition, an official directive issued by the National Fire Agency on December 19, 2023, mandated installation across fire headquarters nationwide, demonstrating validation at a national deployment scale.
The platform is therefore not at the PoC stage, but has already completed real-world, nationwide scalability validation and was further recognized through its selection for Samsung C-LAB OUTSIDE 2024.
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