Risk: Moderate

Starting the AI Supply Chain Carbon Footprint Tracker as a side hustle can be risky for beginners with limited resources. There is a potential to lose money on software development, marketing, and operational costs, especially if the product fails to gain traction. Beginners might also invest significant time and energy without seeing immediate returns, impacting their confidence. While there are success stories, some beginners have spent money on development and marketing efforts but failed to generate significant profits. Startup costs for this venture can range from $5,000 to $20,000, and there is a possibility that these costs may not pay off if the market response is weak. Online discussions highlight instances of businesses failing to recoup their investments in similar ventures. I'd rate the risk a 2 out of 3 because of the tangible financial and time investments required with no guaranteed returns, making it moderately risky for beginners.