b'(continued from page 11) best practices. Suffolk reported that after 12 months of implementing the program, it reduced recordable incidents by 28% and cut lost time by 35%. By incorporating this tool into training programs, construction professionals can learn safety best practices from real-world examples.Machine Learning-Enhanced Submittal and Closeout Process Automation: Pype aims to increase productivity and reduce risk by automating submittal and closeout workflows. Pype Autospecs uses machine learning algorithms to read and extract specs to generate submittal logs, and Pype Closeout enhances closeout through user-friendly, centralized dashboards with automated document collection features. In 2020 Pype was acquired by Autodesk, one of the construction industries most ubiquitous software developers, and has since been integrated into Autodesks Construction Cloud platform. Jacobsen Construction reported time savings of 90% on spec reviews.Quality Control and Productivity Enhancement with Computer Vision and Predictive Analytics: Doxel AI uses data gathered from autonomous drones and rovers outfitted with high-definition cameras and lidar. AI algorithms analyze this data against the building information modeling (BIM) models, schedules and estimates. The program automatically inspects installed work and provides information on the percentage of the project completed, which informs billings decisions, scheduling, sequencing and other project management decisions. Last year, Doxel reportedly increased labor productivity by 38% during a project with Kaiser Permanente, contributing to an 11% budget underrun. The resulting insights from completed projects can be incorporated into training programs, allowing for developing construction professionals to learn about appropriate resource allocation and productivity by project size, type, location and other factors.AI-Enhanced Personal Productivity Tools: There are several reputable and widely adopted AI-enabled personal productivity tools that support writing content, meeting assistance, note-taking, audio-to-text transcription, presentation slide deck generation and research. Many of these tools are free or have a tiered payment structure.TIME TRACKING: Time Doctor tracks work time, monitors activity and integrates commonly used software applications like Microsoft Outlook and project management platforms and provides a(continued to page23)13'