Tomás José Fontalvo Herrera is a Full Professor at the University of Cartagena, a Senior Researcher recognized by the Colombian Ministry of Science, Technology and Innovation (MinCiencias), and the leader of the Research Group on Integral Quality and Organizational Productivity. He holds a Postdoctoral Degree in Administration from HEC Montréal (Canada), a Ph.D. in Social Sciences with a concentration in Management, and a Ph.D. in Administration with an emphasis on Organizations and Logistics. He also holds a Master’s Degree in Business Administration and specializations in Quality Management and Finance and Systems. He has more than thirty years of experience in teaching, research, academic management, and organizational consulting. His research interests include quality management, Six Sigma, organizational productivity, integrated management systems, process optimization, artificial intelligence, and machine learning applied to organizations. He has published numerous scientific articles in national and international indexed journals and actively participates in research projects aimed at improving organizational performance.