The development of AI software can take anywhere from several months to over a year, depending on the complexity of the project, the availability of data, and the scope of the AI solution. For simpler models like basic chatbots, development may take a few months, while more advanced solutions like autonomous systems or deep learning models can take significantly longer due to the need for extensive data preparation, training, and testing.