To set up an AI business, start by identifying a niche or problem AI can solve. Build a business model around developing AI solutions, such as chatbots, automation software, or data analytics services. Learn about AI platforms and tools like TensorFlow, and understand the market by analyzing competitors. Secure funding or use cloud-based solutions to minimize initial costs.