A shrinking building maintenance workforce, hybrid work schedules, and energy reporting needs have transformed facility management in recent years. Technologies like artificial intelligence and machine learning help alleviate the pressures, though more must be achieved to meet the sustainability expectations of owners, developers, regulators, leaseholders, and occupants. 

Properties that fail to keep up will lose ground and tenants to peer properties that understand the operational imperative to better manage energy waste, load patterns, resource usage, and system efficiency. This playbook offers 3 winning strategies to transform building performance with best practice applications in AI, ML, and sensors to:

• Move rapidly from reactive to predictive insight on equipment fatigue and capital requirements
• Optimize energy use based on supply, demand, cost, and source including grid, solar or wind
• Improve occupant safety and well-being by location and user preference 

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