Augment recently made a significant impact at the International Symposium on Automation and Robotics in Construction (ISARC) with a groundbreaking paper authored by Leonardo Garcia. The study, a collaborative effort with Dr. Daniel Castro, now the Dean at Purdue University, forms a crucial part of Garcia's PhD dissertation. This research showcased the application of machine learning to predict constructability integrators for cast-in-place reinforced concrete structures. The logistic regression models employed in the study demonstrated exceptional accuracy, setting a new benchmark in early design assessments and highlighting Augment's commitment to digital transformation and operational efficiency. This publication under Augment's name reflects the company's dedication to advancing construction technology. By integrating AI-powered solutions with Building Information Modeling (BIM), Augment aims to enhance facility management practices significantly. The successful presentation at ISARC underscores Augment’s leadership in applying innovative research to practical industry solutions, ensuring clients benefit from the latest technological advancements. Dr. Daniel Castro's involvement added significant academic weight to the research, reinforcing Augment’s role in bridging the gap between theoretical research and real-world applications. This collaboration has resulted in a study that not only advances academic knowledge but also provides practical, sustainable solutions for the construction industry. The use of machine learning to improve design quality and predict construction challenges aligns with Augment’s mission to deliver cutting-edge, user-friendly solutions that drive efficiency and sustainability. In conclusion, this achievement not only enhances Augment’s market position but also solidifies its role as a thought leader in facility and asset management. By continuing to leverage advanced technologies and innovative research, Augment remains at the forefront of digital transformation in the construction industry, offering robust solutions that meet the evolving needs of its clients.