Environmental, Social, and Governance (ESG) practices have moved from boardroom jargon to boardroom priority. As global attention intensifies on sustainability, companies, campuses, and governments alike are now expected to align not just with profit – but with purpose. At the intersection of this transformation lies a powerful catalyst: Artificial Intelligence (AI). By integrating AI into...
The ROI of Predictive Analytics in Smart City Operations
The ROI of Predictive Analytics in Smart City Operations. As I watched water gushing from a burst pipe on my street last month, crews scrambling in an emergency repair that closed traffic for days, I couldn’t help thinking: “This could have been prevented.” In cities worldwide, this scenario plays out thousands of times daily reactive...
How IoT Sensors Are Transforming Campus Safety and Security – AI-Driven Energy and Intelligence
How IoT Sensors Are Transforming Campus Safety and Security – AI-Driven Energy and Intelligence. Last semester, our campus experienced three false fire alarms in a single week. As the university’s technology director, I’d been pushing for an IoT sensor upgrade for months. The day after our board finally approved the budget, I walked through our...