Abstract: Systems and methods automatically generate a low input visualization of data updated in a workbook. One aspect describes a computer-implemented method comprising obtaining a request to update data in an application workbook for an application. The request comprises an indication of a type of update being requested and at least a subset of the data being updated. The method further comprises performing the update of the data in the application workbook and determining that the performed update of the data in the application workbook results in a change to a visualization of the data. The method also comprises generating an updated visualization based on the received request and the updated application workbook and generating a confirmation message that the updated visualization has been generated, wherein the updated visualization is generated automatically based on the update of the data.

Abstract: A system, apparatus and method for generating recommendation about use of a vehicle is provided. In one embodiment, the method comprises creating a user profile for at least one vehicle and creating a user profile for a driver of the one vehicle. The method also comprises generating data regarding condition of a plurality of components of the vehicle and generating maintenance and user alerts based on information from the user and vehicle profiles and the component conditions.

Abstract: A method and apparatus for providing operational assessments for a particular vehicle is presented. In one embodiment, initial information is collected via a processor about operational history of a particular vehicle. This information is updated as the vehicle continues to be operated for a time period. In addition, a camera is used to iteratively collect driving information about driving habits of at least one driver of the vehicles also during a particular time period or distinct time intervals. Finally, a predictive outcome is generated for at least one event relating to the operation of the vehicle for a future event (beyond period of said particular time period). This is generated based on the initial information and new operational history and the driving habits.