Passive income: NO

Earning passive income solely from the Custom AI Solution Architect side hustle is unlikely for most people. While it is possible to automate parts of the business through tools and systems, such as pre-built AI models or automated data processing, complete passivity is challenging to achieve. Typically, ongoing client communication, customization, and troubleshooting are required, which demand active involvement. While a few outliers may reach a level of passive income, it is not the norm. Setting up automation and outsourcing certain tasks can help streamline operations, but ongoing maintenance and client management often remain hands-on. My experience and observations suggest that achieving full passivity in this hustle is rare. Realistically, those who are able to maintain a high level of automation and have a steady stream of clients might see some passive income, but complete passivity is uncommon. It's important to be aware of the myth that this side hustle can easily generate passive income without ongoing effort.