The type of data required depends on the specific AI solution being developed. Generally, AI systems require large amounts of high-quality, relevant data to train algorithms effectively. This could include structured data (like databases), unstructured data (such as text, images, or videos), or real-time data streams. The data must be clean, well-organized, and representative of the scenarios the AI will encounter in real-world use.