AI driven physical climate risks impact assessment for buildings and infrastructure management


Dr, Stanley YIP, CEO of G1X/NanRise was invited by the Singapore International Facility Management Association (SIFMA) to speak to the full audience of more than 700 attendees at the Facilities Management Experts Summit (FMES) held on 15 August 2025 in Ritz Carlton Hotel, Singapore.
The FMES returned in 2025 as Singapore’s premier annual conference for the facilities management industry, organized by the SIFMA. The conference main theme was "The Future Workplace: Technology X Sustainability" and it explored how the convergence of smart technologies, data-driven solutions, and sustainable design is transforming the way facilities are managed and experienced.
My presentation was “AI driven physical climate risks impact assessment for buildings and infrastructure management”. It focused on intensifying weather and climate risks to buildings and facilities through extreme heat, flooding, and storms, driving urgent need for predictive solutions at site specific granularity. AI/Machine learning now enables property and facility managers to transform reactive maintenance into proactive climate adaptation.