Risk: High

Starting an AI E-book and Digital Publishing Services side hustle can be risky for someone starting from scratch, especially if they can't afford to lose money. There is a potential to lose money due to upfront costs for software, marketing, and content creation. Beginners may spend money on tools and resources without generating sufficient income initially. Startup costs can vary but typically range from $500 to $2000. Online discussions mention instances of failing to recoup investments, particularly if marketing strategies are ineffective. I'd rate the risk a 1 out of 3 because there is a high chance of losing money, especially if proper research and planning are not undertaken.