When developing effective facility operations strategies, facility management tactics and practices are an essential part of the planning process. While facility managers have traditionally relied on preventive maintenance, as a proactive asset management methodology, there is a significant shift to predictive maintenance (PdM) due to real-time data becoming more prevalent, and machine learning providing better insights into potential areas of risk.