The IDEA Lab is dedicated to advancing research in the domain of intelligent data-driven systems. We aim at analyzing and investigating intellectual challenges providing contributes to the development of state-of-the-art technologies in data analytics, machine learning, and artificial intelligence. The primary research objective of the lab is to develop autonomous solutions capable of processing, analyzing, and interpreting large-scale data sets to support informed decision-making and predictive analytics. The main goal of the IDEA Lab is to improve the efficiency and effectiveness of applications like knowledge representation, decision support systems, as well as domain-specific intelligent agent applications, through the integration of sophisticated data-driven methodologies.