Selective Estrogen Receptor Modulator

Selective Estrogen Receptor Modulator (SERM) is a class of drugs with tissue-specific estrogenic or anti-estrogenic activities. According to NIST AI RTO (AI Risk-Adjusted Risk-Adjusted Framework) principles, SERM-related datasets are classified as high-risk AI applications due to their direct impact on clinical decisions. In Taiwan, this data is strictly protected under Article 27 of the Personal Data Protection Act, requiring companies to implement de-identification protocols before AI training. Unlike traditional hormone therapies, SERMs target specific receptors, making AI model accuracy and interpretability critical for regulatory compliance under the EU AI Act and ISO 42001 standards.

Implementation involves three key steps: First, conducting a risk-adjusted assessment under ISO 42001 Clause 6 to identify risks in the AI lifecycle. Second, performing a Data Protection Impact Assessment (DPIA) as per GDPR Article 35 to ensure patient privacy. Third, establishing continuous monitoring to prevent model drift. For example, a Taiwan-based pharmaceutical company reduced AI bias-related risks by 35% and achieved a 98% compliance rate within 90 days by implementing these structured AI governance measures during the drug-discovery AI project.

Taiwan enterprises face three primary challenges: regulatory divergence between local laws and the EU AI Act, a shortage of AI governance professionals, and the technical complexity of making SERM-related AI models interpretable. To overcome these, companies should establish a cross-functional AI Governance Committee comprising legal, technical, and clinical experts. Prioritizing XAI (Explainable AI) technologies will be essential for regulatory approval. The initial 90-day phase should focus on mapping existing data-handling practices against international standards to identify and remediate compliance gaps.

Winners Consulting Services Co., Ltd. specializes in Selective Estrogen Receptor Modulator related AI governance for Taiwan enterprises, delivering compliant management systems within 90 days. Free consultation: https://winners.com.tw/contact