The commercial sector represents a significant contributor to global energy emissions. Minimizing these emissions is crucial for achieving climate targets and promoting sustainable development. A comprehensive roadmap for reduction should encompass several key strategies. Firstly, allocating in energy-efficient building technologies can significant