To train Chaindesk AI on custom data, you need to prepare a dataset that includes different inputs and their corresponding outputs. This dataset will be used to teach the machine learning algorithms of Chaindesk AI. By adjusting the model's parameters based on the provided data, Chaindesk AI will learn to generate accurate responses over time.