Risk: Moderate

Starting a side hustle in AI-Powered Route Optimization for Last-Mile Delivery can involve various risks. Beginners may risk losing money invested in software, training, or marketing efforts. Time and energy could also be lost in learning and implementing AI technologies effectively. While success is possible, there have been cases where beginners spent money on tools or services without seeing profitable results. Startup costs for software and training may not pay off immediately, especially if not utilized efficiently. Online discussions mention instances of failing to generate expected returns or struggling to cover initial investments. I'd rate the risk a 2 out of 3 because while moderate losses are possible, careful planning and implementation can help manage risks effectively.