SEAMS from RJ Lee Group integrates diverse data sources and formats into a unified platform, providing a tool designed to deliver comprehensive visibility and actionable insights. The system helps key decision makers extract value from their data, which can improve operational efficiency and patient care. Leveraging advanced extract-transfer-load (ETL) pipelines to gather, clean, and import laboratory data from various sources, the platform helps ensure process accuracy and integrity. Graph database (GDB) technology is used to map and visualize complex relationships between datasets, enabling labs to optimize processes more effectively. The integration of custom artificial intelligence (AI) and machine learning (ML) models empowers SEAMS to detect subtle anomalies, forecast trends, and automate routine data analyses.