Conversational AI systems collect various types of sensitive data to enable personalised interactions and services. This sensitive data includes personal identification data such as names, email addresses, phone numbers and social profile data. It is used to identify the user and provide personalised services. It depends on the use case what data is used and how sensitive it is.