Medicare Pharmacy: Medical Drug Analyzer and Recommendation System

Abstract

Regulatory compliance in the pharmaceutical industry is a complex and demanding process that requires dedicated monitoring, precise documentation, and adherence to quality standards. To ensure data integrity and quality, compliance must align with ALCOA+ principles — Attributable, Legible, Contemporaneous, Original, Accurate, Complete, Consistent, Enduring, and Available. Through network analysis methods, the system identifies data inconsistencies, verifies conformity with ALCOA+ standards, and supports decision-making in both educational and industrial contexts. The results highlight the potential of network-based modelling in simplifying the complexity of regulatory management and enhancing transparency in pharmaceutical education and manufacturing systems.