Risk: High

Starting a side hustle in AI Mortgage Analysis and Pre-approval Automation can be quite risky for someone starting from scratch, especially if they can't afford to lose money. There is a high potential to lose both money and time with this venture. Beginners might spend money on AI tools, software development, and marketing efforts without seeing immediate returns. Startup costs for AI technology and software development can be significant and may not pay off if the market demand is not as expected. Online discussions mention cases of failed AI projects in the mortgage industry leading to financial losses. I'd rate the risk a 1 out of 3 because there is a high chance of losing money and time, particularly for newcomers without prior experience or a solid financial cushion.