When artificial intelligence starts moving from demos to deployment, the hardest work is rarely the model. It is alignment. Who gets access. Who sets guardrails. And who translates policy into practice. In Dubai, Gowri Shankar Sivabala has focused his energy on the connective tissue that makes adoption possible: a community designed to bring AI talent, founders, and policymakers into the same room, with shared language and shared responsibility.