AI development companies can handle a wide range of AI projects, including but not limited to machine learning models, natural language processing (NLP) applications, computer vision systems, predictive analytics, AI-powered chatbots, and automation of business processes. They tailor their solutions to meet the specific requirements and goals of various industries such as healthcare, finance, retail, and manufacturing.