Risk: High

Starting a side hustle with an AI Dynamic Pricing Engine for E-commerce can be risky for beginners, especially those who can't afford to lose money. Potential losses could include money invested in software development, time spent learning and implementing the technology, energy dedicated to managing the system, and confidence if the venture is unsuccessful. Beginners have been known to spend money on setup costs and not see immediate returns, leading to financial losses. Startup costs for this venture can range from $500 to $2,000, with uncertain payoff timelines. Online discussions mention cases of failing to generate profit or recoup initial investments. I'd rate the risk a 1 out of 3 because there is a high chance of losing money, time, and energy if not approached carefully.