Scientific complexity can obscure simple errors, with potentially severe consequences. Flow cytometry, a powerful yet intricate tool, exemplifies how errors in data generation and analysis can propagate unnoticed, affecting critical outcomes in drug development and patient care. Ozette addresses these challenges by integrating validated computational methods, quality monitoring, and transparent data analysis, ensuring reliable insights that accelerate clinical research and improve decision-making.