Abstract: Disclosed herein are mobile device, method, and computer program product embodiments for an improved integrated mobile AI assistant. The mobile device may launch a mobile application including an integration component, where the integration component is in communication, through the mobile application, with a data service and a user interface (UI) service. The integration component may receive a response including data and a data type from the data service generated by a large language model responsive to a natural language query. The integration component may customize an interface at the integration component using a rendering configuration received from the UI service to display the data, the rendering configuration generated by decomposing the data type into a predefined type.