Beginner friendly: Challenging

Starting as a Custom AI Solution Architect can be very difficult for the average beginner due to the specialized knowledge and skills required in artificial intelligence and software development. Most people without a technical background will struggle to understand the complex algorithms and coding involved. Online resources like courses on platforms such as Coursera or Udemy can help with learning, but practical application and experience are crucial. The setup costs can range from $500 to $2000 for training and software tools. It may take at least 6 months to 1 year before seeing any significant profits as clients often look for established expertise in this field. I'd rate it a 1 because of the steep learning curve and high technical expertise needed.