Next career move

I have a burning question- with an mba from a global business school, and computer science bsc degree, I am planning to start my own AI startup in Dubai. I have been working here for 10+ years in corporate jobs and tired of working with underwhelming people, unnecessary bureaucracy and long hours. Is it a good time? And what kind of challenges should I expect on the way?