The vulnerability of America’s utility infrastructure to vegetation-related hazards has led to a growing demand for innovative solutions in utility vegetation management. One such solution is the use of AI and machine learning algorithms to accurately identify and manage vegetation encroaching on power lines. This approach has shown promising results and is indicative of the direction the industry is heading towards.