CentaurMetrics develops technology enabling large-scale business processes that combine AI and human intelligence, using human effort cost-effectively to verify AI outputs while continuously tuning AI models and assigning tasks for optimal efficiency and reliability in high-responsibility industrial applications. The engine coordinates workflows, evaluates result quality, and reduces human involvement over time while preserving accuracy. It is based on the research of Dr. Serge Sverdlov, an expert in data science and statistical quality control.