[BIO Korea 2026 Insights] 1️⃣ National Integrated Bio Big Data: Why PV Professionals Should Take Notice
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One of the most prominent topics at BIO Korea 2026 was the National Integrated Bio Big Data Construction Project.
The significance of this initiative lies in its aim to establish a longitudinal data infrastructure — collecting and accumulating sample data that evolves over time. The clinical information and personal health data gathered through this platform are intended to serve as a foundation for realizing precision medicine and accelerating the development of novel therapeutics and new drugs.
From the perspective of PV and RWD professionals, the implications of this initiative are as follows.
✅ Advancement of RWD/RWE-Based Post-Marketing Safety Management As longitudinal data accumulates over time, it can serve as a data infrastructure for predicting risk factors in specific patient populations and detecting safety signals. Furthermore, we anticipate that the importance of RMP-based proactive safety monitoring will continue to grow.
✅ The Growing Importance of Data Standardization and Traceability There is a meaningful distinction between accumulating data and having data that is truly actionable. To leverage national-scale bio big data in real-world research, a governance framework is essential — one that ensures data standardization based on international terminology standards, along with traceability and reproducibility across the entire data lifecycle, from generation and transformation to analysis.
✅ Regulatory Acceptance of Explainable AI Regulatory agencies are moving toward requiring not only the outcomes predicted by AI, but also the underlying rationale and traceability behind those predictions. When applying AI within the PV domain, it is essential that all generated outputs remain verifiable at every stage.
Big data infrastructure is not simply an asset for researchers. It will serve as the foundation upon which the future of PV systems is designed — together.
