What type of automation is recommended for the following high-level solution diagram?

According to the UiPath documentation and the UiPath Academy course, unattended automation is best suited for back-office processes that do not require human intervention or supervision, such as data processing, report generation, file management, etc. Unattended automation can run in the background, on a different machine than the user, and can be scheduled or triggered by events12. The high-level solution diagram you provided shows a process that involves extracting data from an input file using a machine learning model, updating information in a storage bucket, uploading files to SharePoint, and adding the document path to a processing queue. These tasks do not require any user interface interaction or human input, and can be performed by an unattended robot without any disruption to the user’s work. Therefore, unattended without UI interaction is the recommended type of automation for this scenario.

References:

Attended, Unattended and Hybrid - UiPath1

UiPath Automation Solution Architect | UiPath Academy2