To develop a worlds-first and best-class means to understand, measure and improve current and future livability in a developing region.

We conducted extensive smart cities and livability index benchmarking alongside collaborative workshops aimed at developing a comprehensive livability framework. Additionally, we conducted a global study on the "citizen of the future" to understand which aspects people prioritize when envisioning livable cities.

Developed a first of its kind dynamic livability model that reflects the evolving nature of a region's development and the changing expectations of future citizens