Abstract: A method for providing automated suggestions in a document stored on a cloud computing service includes providing collaborators with access to the document, who may each insert suggested edits into the document. The cloud computing service provides a plurality of suggestion robots for the collaborators to activate within the document, where each suggestion robot has an associated editing objective. The cloud computing service receives a request from a first collaborator to activate a first suggestion robot and activates the robot to present to the first collaborator a plurality of suggested edits of the document according to the editing objective of the robot, where the plurality of suggested edits by the first suggestion robot are displayed with any suggested edits by the one or more collaborators, and the first collaborator may accept or reject each of the plurality of suggested edits of the robot and the collaborators.