The Melbourne Convention Bureau is leveraging the city's event management expertise to attract large-scale compute and data-intensive research. This strategy aims to align high-performance digital systems with the city's existing capacity for hosting complex international gatherings. It is a localized effort to build a regional AI hub. The move targets researchers needing specialized infrastructure.