For many multifamily owners and operators, the operating environment has fundamentally changed. As the era of sustained rent growth and cap rate compression gives way to a greater focus on operational efficiency, controlling expenses, and protecting net operating income (NOI), property management teams are being asked to do more with the same resources. Leasing inquiries, resident communications, maintenance coordination, financial reviews, and operational reporting all compete for staff time, driving increased adoption of AI for property management and property management automation to stream